I received a B.Eng. degree from the Beijing University of Posts and Telecommunications, Beijing, China, in January 1982. Later I received a Ph.D. degree in electrical engineering and a Graduate Certificate in Higher Education from The University of New South Wales, Australia, in 1996 and 2005, respectively, via part-time study. Since 1988, I have been with the School of Engineering and Information Technology, The University of New South Wales at Canberra, Australia, where she is currently an Associate Professor.
My research areas are remote sensing, hyperspectral image processing, and spatial data analysis for remote sensing applications. The projects I have been involved in and supervised range from image registration, image correction, feature mining and learning, to spectral-spatial based classification. Subpixel mapping has been addressed via spectral unmixing techniques and super resolution reconstruction approaches. I am the author or coauthor of a wide range of publications including journal papers, book chapters, and conference proceedings. I am the coauthor of the remote sensing textbook entitled Remote Sensing Digital Image Analysis [Springer-Verlag, 3rd (1999) and 4th eds. (2006)]. I am the author of the Field Guide to Hyperspectral/Multispectral Image Processing [SPIE, 2022]. My publications are highly cited by the remote sensing community (https://scholar.google.com/citations?user=-vl0ZSEAAAAJ&hl=en).
Preprints
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Zhu Y; Yin X; Jia X; Hu J, 2022, Pair-Relationship Modeling for Latent Fingerprint Recognition, http://arxiv.org/abs/2207.00587v1
2022
Sun G; Li Z; Zhang A; Wang X; Ding S; Jia X; Li J; Liu Q, 2022, High-resolution and Multitemporal Impervious Surface Mapping in the Lancang-Mekong Basin with Google Earth Engine, http://dx.doi.org/10.5194/essd-2022-251
2022
Alam FI; Zhou J; Liew AW-C; Jia X; Chanussot J; Gao Y, 2017, Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation, http://dx.doi.org/10.48550/arxiv.1711.04483
2017
Books
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1999, Remote Sensing Digital Image Analysis, Springer Berlin Heidelberg, http://dx.doi.org/10.1007/978-3-662-03978-6
1999
Jia X; Richards JA, 1999, Remote Sensing Digital Image Analysis, Original, Springer-Verlag, Berlin, Germany
1999
Book Chapters
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Li M; Jia X, 2022, 'Grassland Classification for Livestock Management Using Multispectral Remote Sensing Imagery', in Advances in Science, Technology and Innovation, pp. 391 - 394, http://dx.doi.org/10.1007/978-3-030-72896-0_89
2022
Jia X, 2017, 'Supervised classification', in Richardson D (ed.), International Encyclopedia of Geography, 15 Volume Set People, the Earth, Environment and Technology, John Wiley & Sons
2017
2015, 'Spectral Unmixing with Estimated Adaptive Endmember Index Using Extended Support Vector Machine', in Spatial Diversity and Dynamics in Resources and Urban Development, Springer Netherlands, pp. 37 - 71, http://dx.doi.org/10.1007/978-94-017-9771-9_3
2015
Sarker CD; Jia X; Fraser D, 2015, 'Spectral unmixing with estimated adaptive endmember index using extended support vector machine', in Dutt AK; Noble A; Costa F; Thakur S; Thakur R; Sharma HA (ed.), Spatial Diversity and Dynamics in Resources and Urban Development: Volume 1: Regional Resources, Springer, pp. 37 - 72, http://dx.doi.org/10.1007/978-94-017-9771-9
2015
Ng TF; Jia X; Fraser D; Pham TD, 2013, 'Fuzzy knowledge-based subspace clustering for life science data analysis', in Pham TD; Jain LC (ed.), Knowledge-Based Systems in Biomedicine and Computational Life Science, Springer, pp. 177 - 213, http://dx.doi.org/10.1007/978-3-642-33015-5_8
2013
Li F; Jia X; Fraser D; Lambert AJ, 2012, 'Super Resolution for multispectral image classification', in Gunturk BK; Li X (ed.), Image Restoration: fundamentals and advances, edn. 1, CRC Press, pp. 217 - 247
2012
Jia X; Richards J, 2007, 'Hyperspectral Data Representation', in Chang CI (ed.), Hyperspectral Data Exploitation ? Theory and Applications, John Wiley & Sons, Hoboken, New Jersey, USA, pp. 205 - 225, http://dx.doi.org/10.1002/9780470124628.ch8
2007
Wang L; Jia X; Zhang Y, 2006, 'Construction of Fast and Robust N-FINDR Algorithm', in Huang D; Irwin G (ed.), Intelligent Computing in Signal Processing and Pattern Recognition International Conference on Intelligent Computing, August, 2006, Springer Verlag, pp. 791 - 796
2006
Conference Abstracts
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Lau W; Jia X; Ge L, 2006, 'Landslide prediction using vegetation index, surface temperature and surface moisture content derived from Landsat data', in 13th Australasian Remote Sensing & Photogrammetry Conference, Proceedings of 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, presented at Proceedings of 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, 21 November 2006 - 24 November 2006
2006
Jia X; Landgrebe D, 1996, 'Larger area classification', in 8th Australasian Remote Sensing Conference Program and Abstract, 8th Australasian Remote Sensing Conference, Canberra, presented at 8th Australasian Remote Sensing Conference, Canberra, 25 March 1996 - 29 March 1996
1996
Jia X; Richards J, 1996, 'Feature reduction using a supervised hierarchical classifier', in 8th Australasian Remote Sensing Conference Program and Abstract, 8th Australasian Remote Sensing Conference, Canberra, presented at 8th Australasian Remote Sensing Conference, Canberra, 25 March 1996 - 29 March 1996
1996
Conference Papers
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Zhang J; Jia X; Zhou J; Hu J, 2022, 'Learning Uncertainty-Aware Label Transition for Weakly Supervised Solar Panel Mapping with Aerial Images', in International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, pp. 1181 - 1184, presented at IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 17 July 2022 - 22 July 2022, http://dx.doi.org/10.1109/IGARSS46834.2022.9884698
2022
2021, 'WEAKLY SUPERVISED SOLAR PANEL MAPPING USING RESIDUAL AGGREGATED NETWORK FOR AERIAL IMAGES', in International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, pp. 2787 - 2790, presented at IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, 11 July 2021 - 16 July 2021, http://dx.doi.org/10.1109/IGARSS47720.2021.9555007
2021
2021, 'LEARNING VIA WATCHING: A WEAKLY SUPERVISED MOVING OBJECT DETECTOR FOR SATELLITE VIDEOS', in International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, pp. 2333 - 2336, presented at IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, 11 July 2021 - 16 July 2021, http://dx.doi.org/10.1109/IGARSS47720.2021.9554146
2021
2020, 'Pseudo Supervised Solar Panel Mapping based on Deep Convolutional Networks with Label Correction Strategy in Aerial Images', in 2020 Digital Image Computing: Techniques and Applications, DICTA 2020, Online, presented at 2020 Digital Image Computing: Techniques and Applications (DICTA), Online, 30 November 2020 - 02 December 2020, http://dx.doi.org/10.1109/DICTA51227.2020.9363379
2020
Zhang A; Sun G; Jia X; Zhang C; Yao Y, 2020, 'Multi-level thresholding using adaptive gravitational search algorithm and fuzzy entropy', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 363 - 372, http://dx.doi.org/10.1007/978-3-030-39431-8_35
2020
Zhang J; Jia X; Hu J, 2020, 'Low-Rank Matrix Decomposition with Superpixel-Based Structured Sparse Regularization for Moving Object Detection in Satellite Videos', in ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, pp. 941 - 948, http://dx.doi.org/10.5194/isprs-annals-V-2-2020-941-2020
2020
2019, 'Mapping of Rice Varieties with Sentinel-2 Data via Deep CNN Learning in Spectral and Time Domains', in 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, http://dx.doi.org/10.1109/DICTA.2018.8615872
2019
Zhang J; Jia X; Hu J; Tan K, 2019, 'Satellite Multi-Vehicle Tracking under Inconsistent Detection Conditions by Bilevel K-Shortest Paths Optimization', in 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, http://dx.doi.org/10.1109/DICTA.2018.8615873
2019
Chen X; Jia X; Pickering M, 2019, 'Urban-Rural Fringe Recognition with the Integration of Optical and Nighttime Lights Data', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 7435 - 7438, http://dx.doi.org/10.1109/IGARSS.2019.8898062
2019
2019, 'A Drone-Based Sensing System to Support Satellite Image Analysis for Rice Farm Mapping', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 9376 - 9379, http://dx.doi.org/10.1109/IGARSS.2019.8898638
2019
2019, 'Knowledge Transfer via Convolution Neural Networks for Multi-Resolution Lawn Weed Classification', in Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, http://dx.doi.org/10.1109/WHISPERS.2019.8920832
2019
Zhang J; Jia X, 2019, 'Improved low rank plus structured sparsity and unstructured sparsity decomposition for moving object detection in satellite videos', in International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, pp. 5421 - 5424, presented at IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 28 July 2019 - 02 August 2019, http://dx.doi.org/10.1109/IGARSS.2019.8900572
2019
2019, 'Texture and shape features for grass weed classification using hyperspectral remote sensing images', in International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, pp. 7208 - 7211, presented at IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 28 July 2019 - 02 August 2019, http://dx.doi.org/10.1109/IGARSS.2019.8900132
2019
2018, 'Quantitative monitoring of complete rice growing seasons using sentinel 2 time series images', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 7699 - 7702, http://dx.doi.org/10.1109/IGARSS.2018.8517765
2018
Chen X; Jia X; Pickering M; Sun G, 2018, 'Improving impervious surface estimation by integrating multispectral and nighttime light images', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 2677 - 2680, http://dx.doi.org/10.1109/IGARSS.2018.8519145
2018
2018, 'An adaptation of CNN for small target detection in the infrared', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 669 - 672, http://dx.doi.org/10.1109/IGARSS.2018.8518464
2018
2018, 'Weed classification in hyperspectral remote sensing images via deep convolutional neural network', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3816 - 3819, http://dx.doi.org/10.1109/IGARSS.2018.8518541
2018
Zhang J; Jia X; Hu J, 2018, 'An effective zoom-in approach for detecting dim and small target proposals in satellite imagery', in International Geoscience and Remote Sensing Symposium (IGARSS), 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, presented at 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 22 July 2018 - 27 April 2018
2018
Li F; Xin L; Guo Y; Jia X, 2018, 'Multitemporal mid-infrared imagery based calibration and super resolution for Gaofen-4', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 7038 - 7041, http://dx.doi.org/10.1109/IGARSS.2018.8517414
2018
Versteegen J; Jia X; Naughton D; Pickering M; Tuttle S, 2018, 'On Payload Spatial and Spectral Resolutions for Automatic Ship Detection in Satellite Images', in 5th International Workshop on Earth Observation and Remote Sensing Applications, EORSA 2018 - Proceedings, http://dx.doi.org/10.1109/EORSA.2018.8598581
2018
2017, 'Efficient object proposals extraction for target detection in VHR remote sensing images', in International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, TX, USA, pp. 3337 - 3340, presented at 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, TX, USA, 23 July 2017 - 28 July 2017, http://dx.doi.org/10.1109/IGARSS.2017.8127712
2017
Zhang J; Jia X; Hu J, 2017, 'Motion Flow Clustering for Moving Vehicle Detection from Satellite High Definition Video', in 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Sydney, NSW, Australia, pp. 1 - 7, presented at 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Sydney, NSW, Australia, 29 November 2017 - 01 December 2017, http://dx.doi.org/10.1109/DICTA.2017.8227465
2017
2017, 'Latent Fingerprint Segmentation Based on Convolutional Neural Networks', in 2017 IEEE Workshop on Information Forensics and Security (WIFS), Rennes, France, pp. 1 - 6, presented at 2017 IEEE Workshop on Information Forensics and Security (WIFS), Rennes, France, 04 December 2017 - 07 December 2017, http://dx.doi.org/10.1109/WIFS.2017.8267655
2017
2017, 'A domain-transfer support vector machine for multi-temporal remote sensing imagery classification', in International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, Fort Worth, TX, United States, pp. 2215 - 2218, presented at 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, TX, United States, 23 July 2017 - 28 July 2017, http://dx.doi.org/10.1109/IGARSS.2017.8127428
2017
Guo Y; Jia X; Paull D, 2017, 'Sequential classifier training for rice mapping with multitemporal remote sensing imagery', in ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Cambridge, MA, United States, pp. 161 - 165, presented at 2nd International Symposium on Spatiotemporal Computing (ISSC), Cambridge, MA, United States, 07 August 2017 - 09 August 2017, http://dx.doi.org/10.5194/isprs-annals-IV-4-W2-161-2017
2017
Gao Q; Lim S; Jia X, 2017, 'Classification of hyperspectral imagery based on dictionary learning and extended multi-attribute profiles', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shanghai, China, pp. 358 - 369, presented at 9th International Conference, ICIG 2017, Shanghai, China, 13 September 2017 - 15 September 2017, http://dx.doi.org/10.1007/978-3-319-71598-8_32
2017
Trisasongko BH; Paull DJ; Griffin AL; Jia X; Panuju DR, 2017, 'The role of seasons in interferometric decorrelation over tropical woody vegetation', in 38th Asian Conference on Remote Sensing - Space Applications: Touching Human Lives, ACRS 2017
2017
2016, 'Fusion multiscale superpixel features for classification of hyperspectral images', in Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, Los Angeles, CA, USA, presented at 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Los Angeles, CA, USA, 21 August 2016 - 24 August 2016, http://dx.doi.org/10.1109/WHISPERS.2016.8071751
2016
Jia S; Hu J; Deng L; Jia X, 2016, 'Three-dimensional local binary patterns for hyperspectral imagery classification', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 465 - 468, http://dx.doi.org/10.1109/IGARSS.2016.7729115
2016
Alam FI; Zhou J; Liew AW C; Jia X, 2016, 'CRF learning with CNN features for hyperspectral image segmentation', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 6890 - 6893, http://dx.doi.org/10.1109/IGARSS.2016.7730798
2016
Guo Y; Jia X; Paull D; Held A, 2016, 'Multi-kernel retrieval of land surface bidirectional reflectance distribution functions based on l1-norm optimization', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1358 - 1361, http://dx.doi.org/10.1109/IGARSS.2016.7729346
2016
2016, 'Superpixel-level sparse representation-based classification for hyperspectral imagery', in 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, presented at 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 10 July 2016 - 15 July 2016, http://dx.doi.org/10.1109/igarss.2016.7729854
2016
Xu M; Jia X; Pickering M; Roberts D, 2016, 'Spectral unmixing for fire smoke detection and removal', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 806 - 808, http://dx.doi.org/10.1109/IGARSS.2016.7729203
2016
Li F; Guo Y; Gao J; Jia X, 2015, 'Hyperspectral images mapping with group sparse representations', in 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015, http://dx.doi.org/10.1109/ICSPCC.2015.7338968
2015
Zhao G; Jia X; Zhao C, 2015, 'Multiple endmembers based unmixing using Archetypal Analysis', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 5039 - 5042, http://dx.doi.org/10.1109/IGARSS.2015.7326965
2015
Li F; Guo Y; Gao J; Jia X, 2015, 'Hyperspectral images mapping with group sparse representations', in 2015 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), IEEE, PEOPLES R CHINA, Ningbo, pp. 1021 - 1024, presented at IEEE International Conference on Signal Processing, Communications and Computing ICSPCC 2015, PEOPLES R CHINA, Ningbo, 19 September 2015 - 22 September 2015, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000380573100215&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2015
Gao G; Liu H; Gu Y; Jia X, 2015, 'Normalized difference phytoplankton index (NDPI) and spatio-temporal cloud filtering for multitemporal cyanobacteria pollution analysis on Erie Lake in 2014', in 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, Multi-Temp 2015, http://dx.doi.org/10.1109/Multi-Temp.2015.7245794
2015
Xu M; Jia X; Pickering M, 2015, 'Cloud effects removal via sparse representation', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 605 - 608, http://dx.doi.org/10.1109/IGARSS.2015.7325836
2015
Fu Y; Jia X; Huang W; Wang J, 2014, 'A comparative analysis of mutual information based feature selection for hyperspectral image classification', in Signal and Information Processing (ChinaSIP), 2014 IEEE China Summit & International Conference on, Xian, China, pp. 148 - 152, presented at Signal and Information Processing (ChinaSIP), 2014 IEEE China Summit & International Conference on, Xian, China, 09 July 2014 - 13 July 2014, http://dx.doi.org/10.1109/ChinaSIP.2014.6889220
2014
Xu M; Jia X; Pickering M, 2014, 'Automatic cloud removal for Landsat 8 OLI images using cirrus band', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 2511 - 2514, http://dx.doi.org/10.1109/IGARSS.2014.6946983
2014
Jia X, 2014, 'Reconstruction of satellite images by multi-temporal gradient based sequential prediction', presented at IGARSS 2014, 13 July 2014 - 18 July 2014, http://dx.doi.org/10.1109/IGARSS.2014.6946756
2014
Mamun MA; Jia X; Hossain MA, 2014, 'Reconstruction of satellite images by multi-temporal gradient based sequential prediction', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1616 - 1618, http://dx.doi.org/10.1109/IGARSS.2014.6946756
2014
Hossain MA; Jia X; Pickering M, 2013, 'Subspace detection based on the combination of nonlinear feature extraction and feature selection', in Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, Gainesville, FL, USA, presented at 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Gainesville, FL, USA, 26 June 2013 - 28 June 2013, http://dx.doi.org/10.1109/WHISPERS.2013.8080632
2013
Hossain MA; Jia X; Pickering M, 2013, 'Incorporating spatial properties in subspace detection', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3986 - 3989, presented at International Geoscience and Remote Sensing Symposium (IGARSS), 21 July 2013 - 26 July 2013, http://dx.doi.org/10.1109/IGARSS.2013.6723706
2013
Li S; Jia X; Zhang B, 2013, 'Superpixel-based Markov random field for classification of hyperspectral images', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3491 - 3493, http://dx.doi.org/10.1109/IGARSS.2013.6723581
2013
Huang Z; Jia X, 2013, 'A hybrid segmentation technique for objected-based hyperspectral data classification over complex sub-urban landscape', in Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, Gainesville, FL, USA, presented at 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Gainesville, FL, USA, 26 June 2013 - 28 June 2013, http://dx.doi.org/10.1109/WHISPERS.2013.8080625
2013
Xu J; Hu J; Jia X, 2013, 'Genetic Algorithm for distorted point set matching', in Proceedings of the 2013 6th International Congress on Image and Signal Processing, CISP 2013, pp. 1724 - 1729, http://dx.doi.org/10.1109/CISP.2013.6743954
2013
Jia X; He M; Wei F, 2012, 'Globally maximizing, locally minimizing: regularized nonnegative matrix factorization for hyperspectral data feature extraction', in Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, IEEE, Shanghai, China, presented at Whispers 2012 - 4th Workshop on hyperspectral image and signal processing: evolution in remote sensing, Shanghai, China, 04 June 2012 - 07 June 2012, http://dx.doi.org/10.1109/WHISPERS.2012.6874325
2012
Li F; Fraser D; Jia X, 2012, 'Wavelet Domain Deblurring and Denoising for Image Resolution Improvement', in DICTA 2012 (Digital Image Computing: Techniques and Applications), IEEE, Piscataway, USA, pp. 373 - 379, presented at DICTA 2012 (Digital Image Computing: Techniques and Applications), Fremantle, Western Australia, 03 December 2012 - 05 December 2012, http://dx.doi.org/10.1109/DICTA.2007.4426821
2012
2012, 'Super pixel based remote sensing image classification with histogram descriptors on spectral and spatial data', in Hajnsek I; Rott H (ed.), 2012 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, USA, pp. 4335 - 4338, presented at 32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Germany, 22 July 2012 - 27 July 2012, http://dx.doi.org/10.1109/IGARSS.2012.6351708
2012
Yi X; Jia X; Tien D, 2012, 'A Knowledge Based Classification for Urban Mapping Using High Resolution Remote Sensing Data', in DICTA 2012 (Digital Image Computing: Techniques and Applications), IEEE, Piscataway, USA, pp. 586 - 591, presented at DICTA 2012 (Digital Image Computing: Techniques and Applications), Fremantle, Western Australia, 03 December 2012 - 05 December 2012, http://dx.doi.org/10.1109/DICTA.2007.4426851
2012
2011, 'Robust algorithmic detection of the developed cardiac pathologies and emerging or transient abnormalities from short periods of RR data', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596645
2011
Zhou X; Wang Y; Wang H; Pham TD; Li K, 2011, 'Biomarker motif discovery by integrating mass spectrometry and PPI network', in AIP Conference Proceedings, volume 1371, American Institute of Physics, Toyama City, Japan, pp. 225 - 233, presented at 2011 International Symposium on Computational Models for Life Sciences, CMLS-11, Toyama City, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596646
2011
2011, 'Phenotype Recognition for RNAi Screening by Random Projection Forest', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596627
2011
2011, 'Baseline Adaptive Wavelet Thresholding Technique for sEMG Denoising', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596644
2011
2011, 'Chaotic Nonlinear Prime Number Function', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596639
2011
Polwiang S; Coster A, 2011, 'The effect of gap junction conductance on synchronisation of sinoatrial node central cells', in AIP Conference Proceedings, volume 1371, American Institute of Physics, Toyama City, Japan, pp. 146 - 155, presented at 2011 International Symposium on Computational Models for Life Sciences, CMLS-11, Toyama City, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596637
2011
2011, 'Classification of Arteries and Veins in Retinal Images using Vessel Profile Features', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596622
2011
2011, 'Robustness of CDK2 in Triggering Cellular Senescence based on Probability of DNA-damaged Cells Passing G1∕S Checkpoint', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596643
2011
Su R; Sun C; Pham TD, 2011, 'Junction Detection for Linear Structures', in AIP Conference Proceedings, American Institute of Physics, Melvile, NY 11747 USA, pp. 29 - 36, presented at 2011 International Symposium on Computational Models for life Sciences (CMLS-11), Toyama, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596624
2011
2011, 'Affection of Fundamental Brain Activity By Using Sounds For Patients With Prosodic Disorders: A Pilot Study', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596661
2011
2011, 'Prospective Changes in Infertile Patients using Nonlinear Analysis', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596642
2011
Wang B; Pham TD, 2011, 'Estimating neuronal ageing with hidden Markov models', in AIP Conference Proceedings, volume 1371, American Institute of Physics, Toyama City, Japan, pp. 110 - 117, presented at 2011 International Symposium on Computational Models for Life Sciences, CMLS-11, Toyama City, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596633
2011
2011, 'An Abdominal Aorta Wall Extraction for Liver Cirrhosis Classification Using Ultrasonic Images', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596660
2011
2011, 'Solution for MEG inverse problem using Signal Space Separation and Magnetic Field Tomography', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596641
2011
2011, 'Quality enhancement with adaptive edge preservation for lymph nodal images', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596659
2011
2011, 'Studies on Five Senses Treatment', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596653
2011
2011, 'Recognition of Bike-Riding States with HMM Analysis', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596658
2011
2011, 'Discriminant Multitaper Component Analysis of EEG', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596640
2011
2011, 'An Approach to Economic Dispatch with Multiple Fuels Based on Particle Swarm Optimization', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596657
2011
2011, 'A mathematical method to estimate the thalamic input to the cerebral cortex', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596638
2011
2011, 'A Computational Framework for Quantitative Evaluation of Movement during Rehabilitation', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596656
2011
Wang L; Jia X, 2011, 'Fuzzy accuracy assessment of subpixel analysis of multi/hyperspectral image data', in International CiSE 2011: Conference on Computational Intelligence and Software, International CiSE 2011, Wuhan, China, presented at International CiSE 2011, Wuhan, China, 09 December 2011 - 11 December 2011
2011
2011, 'The Relations between the Mental Condition of the Care House Residents and Finger Plethysmograms', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596635
2011
Kwok NM; Wang D; Jia X; Chen SY; Fang G; Ha QP, 2011, 'Gray world based color correction and intensity preservation for image enhancement', in Proceedings - 4th International Congress on Image and Signal Processing, CISP 2011, pp. 994 - 998, http://dx.doi.org/10.1109/CISP.2011.6100336
2011
2011, 'Fast Human Detection Algorithm Based on Subtraction Stereo for Generic Environment', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596655
2011
2011, 'Text Mining for Neuroscience', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596634
2011
2011, 'Characteristic Extraction of Mental Disease Patients by Nonlinear Analysis of Plethysmograms', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596631
2011
2011, 'Anomaly Detection and Life Pattern Estimation for the Elderly Based on Categorization of Accumulated Data', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596654
2011
2011, 'Comparing Realistic Subthalamic Nucleus Neuron Models', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596632
2011
2011, 'Detection of Time Varying Signals by the Dissipative Stochastic Mechanics Based Neuron Model', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596630
2011
2011, 'Plethysmogram and EEG: Effects of Music and Voice Sound', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596652
2011
2011, 'Speckle Suppression with Edges Preservation for Ultrasound Images', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596626
2011
2011, 'Cocontraction of Pairs of Muscles around Joints May Improve an Accuracy of a Reaching Movement: a Numerical Simulation Study', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596629
2011
2011, 'A Study of Care Work in Welfare Facilities for the Elderly, Using Non Linear Analysis of Finger Plethysmograms', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596651
2011
2011, 'Single-Trial Inference on Visual Attention', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596625
2011
2011, 'Pathway Analysis and Modeling of the Differentiation of Human Embryonic Stem Cells into Hepatocyte-like Cells', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596649
2011
2011, 'Breast Cancer Classification From Histological Images with Multiple Features and Random Subspace Classifier Ensemble', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596623
2011
2011, 'Prediction of Protein-protein Interactions Using Alpha Shape Modeling', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596648
2011
Brandl M; Beck D; Pham TD, 2011, 'Application of Fuzzy c-Means and Joint-Feature-Clustering to Detect Redundancies of Image-Features in Drug Combinations Studies of Breast Cancer', in AIP Conference Proceedings, American Institute of Physics, Melvile, NY 11747 USA, pp. 65 - 72, presented at 2011 International Symposium on Computational Models for life Sciences (CMLS-11), Toyama, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596628
2011
2011, 'Model Checking of a Diabetes-Cancer Model', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596647
2011
Beck D; Brandl M; Pham TD; Chang CC; Zhou X, 2011, 'In-silico identification of micro-loops in Myelodysplastic Syndromes', in AIP Conference Proceedings, volume 1371, American Institute of Physics, Toyama City, Japan, pp. 263 - 271, presented at 2011 International Symposium on Computational Models for Life Sciences, CMLS-11, Toyama City, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596650
2011
Kwok NM; Wang D; Jia X; Chen SY; Fang G; Chen SY, 2011, 'Gray World based Color Correction and Intensity Preservation for Image Enhancement', in 2011 4th International Congress on Image and Signal Procesing, IEEE, Shanghai, China, pp. 1008 - 1012, presented at 4th International Congress on Image and Signal Processing, CISP 2011, Shanghai, China, 15 October 2011 - 17 October 2011
2011
2011, 'Nonlinear Spectral Element Model for the Blood Flow in Human Arteries', in AIP Conference Proceedings, AIP, presented at 2011 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-11), http://dx.doi.org/10.1063/1.3596636
2011
Jia X; Dey C; Fraser D; Lymburner L; Lewis A, 2010, 'Controlled spectral unmixing using extended Support Vector Machines', in Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), IEEE, Reykjavik, presented at Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), iceland, 14 June 2010 - 16 June 2010, http://dx.doi.org/10.1109/WHISPERS.2010.5594843
2010
2010, 'Impact of collinearity on linear and nonlinear spectral mixture analysis', in Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), IEEE, Reykjavik, presented at Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), iceland, 14 June 2010 - 16 June 2010, http://dx.doi.org/10.1109/WHISPERS.2010.5594918
2010
Mamun MA; Jia X; Ryan MJ, 2010, 'Optimizing Multitemporal Data Regression for Minimizing Residual Entropy', in Selected topics in power systems and remote sensing, Iwate Prefectural University, Japan, pp. 229 - 234, presented at WSEAS, Iwate, Japan, 04 October 2010 - 06 October 2010, http://www.wseas.us/e-library/conferences/2010/Japan/POWREM/POWREM-37.pdf
2010
Li F; Jia X; Tien D; Wang D; Kwok NM, 2010, 'Fast Human Identification for Video-based Surveillance', in Russia and Pacific Conference on Computer Technology and Applications, Vladivostok, Russia, pp. 259 - 263, presented at Russia and Pacific Conference on Computer Technology and Applications (RPC 2010), Vladivostok, Russia, 06 September 2010 - 09 September 2010, http://seit.unsw.adfa.edu.au/research/details2.php?page_id=591
2010
Wang D; Kwok NM; Jia X; Li F, 2010, 'A Cellular Automata Based Crowd Behavior Model', in Artificial Intelligence and Computational Intelligence, Springer-Verlag, Berlin Heidelberg, pp. 218 - 225, presented at International Conference on Artificial Intelligence and Computational Intelligence, Sanya, China, 23 October 2010 - 24 October 2010, http://dx.doi.org/10.1007/978-3-642-16527-6_28
2010
Mamun MA; Jia X; Ryan MJ, 2010, 'Sequential multispectral images compression for efficient lossless data transmission', in 2010 2nd IITA International Conference on Geoscience and Remote Sensing, IITA-GRS 2010, IEEE, USA, pp. 615 - 618, presented at IITA International Conference on Geoscience and Remote Sensing (IITA-GRS), Qing Dao, China, 08 August 2010 - 31 August 2010, http://dx.doi.org/10.1109/IITA-GRS.2010.5602336
2010
Wang D; Kwok NM; Jia X; Li F; Fang G, 2010, 'Ants based Control of Swarm Robots for Bushfire Fighting', in 2010 International Conference on Artificial Intelligence and Computational Intelligence, IEEE Computer Science, USA, pp. 528 - 532, presented at The 2010 International Conference on Artificial Intelligence and Computational Intelligence, Sanya, China, 23 October 2010 - 23 October 2010, http://dx.doi.org/10.1109/AICI.2010.116
2010
Kwok NM; Jia X; Wang D; Chen SY; Chen SY; Chen SY, 2010, 'Image Contrast Enhancement based on Histogram Smoothing and Continuous Intensity Relocation', in Proceeding of CISP 2010, IEEE, USA, pp. 688 - 692, presented at 2010 3rd International Congress on Image and Signal Processing (CISP2010), Yantai, China., 16 October 2010 - 18 October 2010, http://dx.doi.org/10.1109/CISP.2010.5647206
2010
Hasan M; Robles-Kelly A; Zhou J; Jia X; Pickering MR, 2010, 'Regisration of hyperspectral and trichromatic images via cross cumulative residual entropy maximisation', in 2010 IEEE 17th International Conference on Image Processing ICIP 2010, IEEE, Hong Kong, pp. 2329 - 2332, presented at International Conference on Image Processing, Hong Kong, 26 September 2010 - 29 September 2010, http://dx.doi.org/10.1109/ICIP.2010.5651054
2010
Xiao Y; Pham TD; Jia X; Zhou X; Yan H, 2010, 'Correlation-based cluster-space transform for major adverse cardiac event prediction', in 2010 IEEE International Conference on Systems, Man and Cybernetics, SMC 2010, IEEE, USA, pp. 2003 - 2007, presented at IEEE International Conference on Systems, Man and Cybernetics, SMC 2010, Istanbul, Turkey, 10 October 2010 - 13 October 2010, http://dx.doi.org/10.1109/ICSMC.2010.5641728
2010
Ryan MJ; Mamun MA; Jia X, 2009, 'Combined Time Domain and Spectral Domain Data Compression for Fast Multispectral Imagery Updating', in Combined Time Domain and Spectral Domain Data Compression for Fast Multispectral Imagery Updating, Digital Image Computing: Techniques and Applications (DICTA) 2009, Melbourne, Australia, presented at Digital Image Computing: Techniques and Applications (DICTA) 2009, Melbourne, Australia, 01 December 2009 - 03 December 2009
2009
Mamun MA; Jia X; Ryan MJ, 2009, 'Adaptive Data Compression for Efficient Sequential Transmission and Change Updating of Remote Sensing Images', in 2009 IEEE International Geoscience & Remote Sensing Symposium : proceedings, IEEE, Piscataway, N.J., pp. IV - 498 - IV - 501, presented at IGARSS, Cape Town, 13 July 2009 - 17 July 2009, http://dx.doi.org/10.1109/IGARSS.2009.5417422
2009
Xiao Y; Tien D; Jia XP, 2009, 'Region based perceptual grouping for road extraction from high resolution images', in 6th International Conference on Information Technology and Applications, ICITA 2009, pp. 67 - 70
2009
Zhang G; Jia X; Pham TD; Crane DI, 2009, 'Multistage spatial property based segmentation for quantification of fluorescence distribution in cells', in 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-09), American Institute of Physics, Sofia, Bulgaria, pp. 3 - 12, presented at Int. Symp. Computational Models for Life Sciences 2009, Sofia, Bulgaria, 28 July 2009 - 29 July 2009, http://dx.doi.org/10.1063/1.3314268
2009
Mamun MA; Jia X; Ryan MJ, 2009, 'Combined Time Domain and Spectral Domain Data Compression for Fast Multispectral Imagery Updating', in DICTA 2009 : 2009 digital image computing techniques and applications : proceedings, IEEE, Piscataway, N.J. USA, pp. 285 - 290, presented at Digital Image Computing: Techniques and Applications (DICTA 2009), Melbourne, Australia, 01 December 2009 - 03 December 2009, http://dx.doi.org/10.1109/DICTA.2009.54
2009
2008, 'UNIVERSAL HMT BASED SUPER RESOLUTION FOR REMOTE SENSING IMAGES', in International Conference on Image Processing, IEEE, USA, pp. 333 - 336, presented at 2008 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, http://dx.doi.org/10.1109/ICIP.2008.4711759
2008
Jia X; Lin HL, 2008, 'Evaluation of Modis Land Cover Product of East China', in Conference Proceedings:
IGARSS?08 International Geoscience & Remote Sensing Symposium, Boston, USA, pp. 762 - 765, presented at IGARSS¿08 International Geoscience & Remote Sensing Symposium, Boston, USA, 06 July 2008 - 11 July 2008, http://dx.doi.org/10.1109/IGARSS.2008.4779834
2008
Li F; Fraser D; Jia X; Lambert AJ, 2008, 'Wavelet Domain Denoising by Using the Universal Hidden Markov Tree Model - art. no. 707304', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA
2008
Jia X; Pickering MR; Xiao Y, 2008, 'Efficient target detection by object-based thematic mapping using remote sensing imagery', in Conference Proceedings:SPIE 7114, Electro-Optical Remote Sensing, Photonic Technologies, and Applications II, Cardiff, Wales, UK, pp. 71140S-1 - 71140S-8, presented at Proc. SPIE 7114, Electro-Optical Remote Sensing, Photonic Technologies, and Applications II, Cardiff, Wales, UK, 15 September 2008, http://dx.doi.org/10.1117/12.800160
2008
Dey C; Jia X; Fraser D, 2008, 'Decision Fusion for Reliable Flood Mapping using Remote Sensing Images', in Conference Proceedings: Digital Image Computing: Techniques and Applications (DICTA 2008), Canberra, Australia, pp. 184 - 190, presented at Digital Image Computing: Techniques and Applications 2008, Canberra, Australia, 01 December 2008 - 03 December 2008, http://dx.doi.org/10.1109/DICTA.2008.65
2008
Li F; Fraser D; Jia X; Lambert AJ, 2008, 'Wavelet domain denoising by using the universal hidden Markov tree model', in Proceedings of SPIE Volume 7073: Applications of Digital Image Processing XXXI, CA, USA, presented at SPIE - Applications of Digital Image Processing XXXI, CA, USA, 11 August 2008, http://dx.doi.org/10.1117/12.794064
2008
Jia X; Ryan MJ; Mamun MA, 2008, 'Sequential Transmission of Remote Sensing Data Using a Linear Model to Update Change', in Conference Proceedings: Digital Image Computing: Techniques and Applications (DICTA 2008), Canberra, Australia, pp. 104 - 110, presented at Digital Image Computing: Techniques and Applications 2008, Canberra, Australia, 01 December 2008 - 03 December 2008, http://dx.doi.org/10.1109/DICTA.2008.62
2008
Jia X, 2008, 'Seeing the Forest for the Trees: Classifying Eucalyptus Subgenera for Habitat Mapping Using Hyper spectral Remote Sensing', in Proceedings: 14th Australasian Remote Sensing and Photgrammetry Conference 2008, Darwin, Australia, presented at 14th Australasian Remote Sensing and Photgrammetry Conference 2008, Darwin, Australia, 30 September 2008
2008
Pickering MR; Xiao Y; Jia X, 2008, 'Registration of multi-sensor remote sensing imagery by gradient-based optimization of cross-cumulative residual entropy', in Shen SS; Lewis PE (ed.), Proceedings of SPIE Volume 6966: Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIV, Orlando, Florida USA, pp. 69660U.1 - 69660U.10, presented at 2008 Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIV, Orlando, Florida USA, http://dx.doi.org/10.1117/12.777016
2008
Elmes S; Jia X; Pickering MR, 2008, 'Automatic target recognition from surveillance images using phase mutual information', in Sadjadi FA; Mahalanobis A (ed.), Automatic Target Recognition XVIII (Proceedings Volume 6967), Orlando, Florida, USA, pp. 69670X.1 - 69670X,10, presented at Automatic Target Recognition XVIII (Proceedings Volume 6967), Orlando, Florida, USA, 19 March 2008 - 20 March 2008, http://dx.doi.org/10.1117/12.777445
2008
Huang ZF; Jia X; Ge L, 2007, 'A sampling strategy for a single step land cover change classification', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at Geoinformatics 2007: Remotely Sensed Data and Information, Nanjing, China, 25 May 2007 - 27 May 2007, http://dx.doi.org/10.1117/12.761233
2007
Jia X, 2007, 'Learn from mistakes: Flexible marking schemes for active learning', in Asia Pacific Conference on Educational Integrity, Asia Pacific Conference on Educational Integrity, Adelaide, presented at Asia Pacific Conference on Educational Integrity, Adelaide, 06 December 2007 - 07 December 2007
2007
Li F; Fraser D; Jia X, 2007, 'Improved Elastic Image Registration Method for SR in Remote Sensing Images', in Adaptive Optics: Analysis and Methods Conference 2007, Vancouver BC Canada, presented at Adaptive Optics: Analysis and Methods Conference 2007, Vancouver BC Canada, 18 June 2007 - 20 June 2007
2007
Jia X; Richards JA, 2007, 'Controlling the spectral-spatial mix in context classification using Markov random fields', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3798 - 3801, http://dx.doi.org/10.1109/IGARSS.2007.4423670
2007
Lau W; Ge L; Jia X, 2006, 'Integration of vegetation indices for automated landslide recognition', in The proceedings of 13th Australasian Remote Sensing & Photogrammetry Conference, 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, presented at 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, 21 November 2006 - 24 November 2006
2006
Youngentob K; Lindenmayer D; Held A; Jia X, 2006, 'A PROSPECTIVE STUDY ON THE EFFECTS OF FOLIAGE CHEMISTRY AND LANDSCAPE CONTEXT ON THE DISTRIBUTION AND ABUNDANCE [193]. OF ARBOREAL MARSUPIALS NEAR TUMUT, NSW', in The proceedings of 13th Australasian Remote Sensing & Photogrammetry Conference, 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, presented at 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, 21 November 2006 - 24 November 2006
2006
Jia X, 2006, 'Class modeling and remote sensing image classification using selected spectral and spatial features', in ICIS 2006, Rochester, NY, USA, pp. 302 - 305, presented at 5th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2006), Rochester, NY, USA, 07 May 2006 - 11 May 2006
2006
Lau W; Ge L; Jia X, 2006, 'LANDSLIDE PREDICTION USING VEGETATION INDEX, SURFACE TEMPERATURE AND SURFACE MOISTURE CONTENT DERIVED FROM LANDSAT DATA', in The proceedings of 13th Australasian Remote Sensing & Photogrammetry Conference, 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, presented at 13th Australasian Remote Sensing & Photogrammetry Conference, Canberra, 21 November 2006 - 24 November 2006
2006
Wang L; Jia X; Zhang Y, 2006, 'Construction of fast and robust N-FINDR algorithm', in Lecture Notes in Control and Information Sciences, pp. 791 - 796, http://dx.doi.org/10.1007/11816515_93
2006
Selomulya C; Tran TM; Jia X; Williams RA, 2006, 'Development of an integrated methodology to evaluate permeability based on measured microstructures', in AIChE Annual Meeting, Conference Proceedings
2006
Jia X, 2005, 'Multiclass support vector machines classification for hyperspectral data', in Zagajewski B; Sobczak M; Wrzesien M (eds.), Proceedings of 4th EARSeL Workshop on Imaging Spectroscopy, EARSeL Workshop on Imaging Spectroscopy, Warsaw Poland, pp. 449 - 454, presented at EARSeL Workshop on Imaging Spectroscopy, Warsaw Poland, 27 April 2005 - 29 April 2005
2005
Jia X, 2005, 'Automatic ground control points refinement for remote sensing imagery registration', in Proceedings of the 2005 Intelligent Sensors, Sensor Networks and Information Processing Conference, pp. 145 - 149
2005
Jia X; Richards JA, 2004, 'Context Classification Using Evidential Relaxation', in IGARSS 2004 Conference, IEEE, United States, pp. 532 - 535, presented at IGARSS 2004 Conference, Anchorage, Alaska, 20 September 2004 - 24 September 2004
2004
Jia X; Richards JA, 2004, 'Cluster-space classification: A fast k-nearest neighbour classification for remote sensing hyperspectral data', in 2003 IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, pp. 407 - 410, http://dx.doi.org/10.1109/WARSD.2003.1295222
2004
Huang ZF; Turner B; Jia X; Foley W; Dury S; Wallis I, 2002, 'Using airborne remote sensing data to estimate foliage biochemical concentrations', in Proceedings of the Australasian Remote Sensing and Photogrammetry Conference, 11th Australasian Remote Sensing and Photogrammetry Conference, Brisbane, Qld, pp. 626 - 633, presented at 11th Australasian Remote Sensing and Photogrammetry Conference, Brisbane, Qld, 01 September 2002 - 05 September 2002
2002
Jia X, 2002, 'Simplified maximum likehood classification of hyperspectreal data in cluster space', in Stein TI (ed.), IGARSS IEEE: International Geoscience and Remote Sensing Symposium, Toronto, Canada, pp. 2578 - 2580, presented at IGARSS 2002:IEEE International Geoscience and Remote Sensing Syposium, Toronto, Canada, 24 June 2002 - 28 June 2002
2002
Faulconbridge I; Pickering MR; Ryan MJ; Jia X, 2002, 'A New Approach to the Control of Distortion Introduced by Lossy Compression of Hyperspectral Images', in Proceedings of the Australasian Remote Sensing and Photogrammetry Conference, 11th Australasian Remote Sensing and Photogrammetry Conference, Brisbane, Qld, pp. 661 - 672, presented at 11th Australasian Remote Sensing and Photogrammetry Conference, Brisbane, Qld, 01 September 2002 - 05 September 2002
2002
Huang ZF; Jia X, 2002, 'Use of HYMAP image data to estimate sideroxylonal-A concentration of eucalypt foliage', in Stein TI (ed.), IGARSS IEEE: International Geoscience and Remote Sensing Symposium, Toronto, Canada, pp. 1652 - 1654, presented at IGARSS 2002:IEEE International Geoscience and Remote Sensing Syposium, Toronto, Canada, 24 June 2002 - 28 June 2002
2002
Ryan MJ; Faulconbridge RI; Pickering M; Jia X, 2002, 'A New Approach to the Control of Distortion Introduced by Lossy Compression of Hyperspectral Images', in A New Approach to the Control of Distortion Introduced by Lossy Compression of Hyperspectral Images, 11th Australasian Remote Sensing and Photogrammetry Association Conference, Brisbane, Australia, presented at 11th Australasian Remote Sensing and Photogrammetry Association Conference, Brisbane, Australia, 02 September 2002 - 06 September 2002
2002
Dury S; Jia X; Turner B; Dibley G, 2001, 'From leaf to canopy: Determination of nitrogen concentration of eucalypt tree foliage using hymap image data', in Proceedings of the Australasian Remote Sensing and Photogrammetry Conference, 9th Australasian Remote Sensing and Photogrammetry Conference, Adelaide, Sth Aust, pp. 875 - 891, presented at 9th Australasian Remote Sensing and Photogrammetry Conference, Adelaide, Sth Aust, 21 August 2001 - 25 August 2001
2001
Jia X; Ryan MJ; Pickering MR, 2001, 'Fast Classification of V-Q Compressed Hyperspectral Data', in Stein TI (ed.), IGARSS IEEE: International Geoscience and Remote Sensing Symposium, University of New South Wales, pp. 1862 - 1864, presented at IGARSS 2001: IEEE International Geoscience and Remote Sensing Symposium, University of New South Wales, 09 July 2001 - 13 July 2001
2001
Dury S; Jia X, 2001, 'Use of a Hybrid Supervised and Unsupervised Classification Model to Determine Nitrogen Concentration of Eucalypt Tree Foliage Using Hymap Data', in Stein TI (ed.), IGARSS IEEE: International Geoscience and Remote Sensing Symposium, University of New South Wales, pp. 640 - 642, presented at IGARSS 2001: IEEE International Geoscience and Remote Sensing Symposium, University of New South Wales, 09 July 2001 - 13 July 2001
2001
Jia X, 2000, 'Enhanced spectral angle mapping algorithm for hyperspectral data classification', in 10th Australasian remote sensing and photogrammetry conference, 10th Australasian remote sensing and photogrammetry conference, Adelaide, Sth Aust, pp. 909 - 914, presented at 10th Australasian remote sensing and photogrammetry conference, Adelaide, Sth Aust, 21 August 2000 - 25 August 2000
2000
Jia X, 2000, 'Cluster-space hyperspectral data representation for mixed pixel analysis', in Goodenough D (ed.), IGARSS 2000: IEEE international geoscience and remote sensing sympsium, Honolulu, Hawaii, pp. 2167 - 2169, presented at IGARSS 2000: IEEE international geoscience and remote sensing sympsium, Honolulu, Hawaii, 24 July 2000 - 28 July 2000
2000
Jia X, 1999, 'Adaptable class data representation for hyperspectral image classification', in 20th Asian Conference on Remote Sensing, 20th Asian Conference on Remote Sensing, Hong Kong, pp. 393 - 398, presented at 20th Asian Conference on Remote Sensing, Hong Kong, 22 November 1999 - 25 November 1999
1999
Jia X; Richards JA, 1998, 'An overview: Hyperspectral remote sensing data analysis and interpretation', in ARSPC (ed.), 9th 9th ARSPC: Australasian Remote Sensing and Photogrammetry Conference, 9th ARSPC: Australasian Remote Sensing and Photogrammetry Conference, University of New South Wales, Sydney, pp. CD ROM, presented at 9th ARSPC: Australasian Remote Sensing and Photogrammetry Conference, University of New South Wales, Sydney, 22 July 1998 - 24 July 1998
1998
Jia X, 1997, 'Block-Based Maximum Likelihood Classification for Hyperspectral Remote Sensing Data', in Stein TI (ed.), International Geoscience and Remote Sensing Symposium 1997, Singapore, pp. 778 - 780, presented at International Geoscience and Remote Sensing Symposium 1997, Singapore, 03 August 1997 - 08 August 1997
1997
Jia X; Richards JA, 1995, 'Optimal feature reduction using a supervised hierarchical classifier', in Asian Conference on Computer Vision, Asian Conference on Computer Vision, Singapore, presented at Asian Conference on Computer Vision, Singapore, 05 December 1995 - 08 December 1995
1995
Jia X; Richards JA, 1994, 'Small class classification for hyperspectral remote sensing data', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1148 - 1150
1994
Jia X; Richards J, 1994, 'Efficient hyperspectral remote sensing image display and classification using segmented principal components transformation', in Proc. 7th Australasian Remote Sensing Conference, 7th Australasian Remote Sensing Conference, Melbourne, pp. 351 - 358, presented at 7th Australasian Remote Sensing Conference, Melbourne, 01 March 1994 - 04 March 1994
1994
Jia X; Richards J, 1992, 'Simplified maximum likelihood classification for hyperspectral data sets', in Proc. 6th Australasian Remote Sensing Conference, 6th Australasian Remote Sensing Conference, Wellington, NZ, pp. 61 - 69, presented at 6th Australasian Remote Sensing Conference, Wellington, NZ, 02 November 1992 - 06 November 1992
1992
Conference Presentations
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Zhang K; Obrien R; Keall P; George A; Dong B; Jia X; Liney G, 2017, 'Real-time adaptive radiotherapy on an MRI-Linac: End-to-end proof-of-principle demonstration', presented at 5th international MR in RT Symposium, Sydney, 20 June 2017 - 23 June 2017
2017
Zhang K; Jia X; Keall P; Liney G, 2016, 'Workflow and software for MRI real-time guided radiotherapy', presented at EPSM, Sydney, 06 November 2016 - 10 November 2016
2016
Xu M; Jia X; Pickering M; Plaza A, 2015, 'Restoration of cloud-contaminated optical remote sensing imag-es using a spectral unmixing technique', presented at EMSR 2015, Sanya, China, 25 November 2015 - 27 November 2015
2015
Mamun M; Jia X; Ryan M, 2010, 'FOUR-DIMENSIONAL COMPRESSION FOR THE LOSSLESS TRANSMISSION OF REMOTELY SENSED DATA', presented at Conference on Intelligent Data Understanding, Mountain View, US, 05 October 2010 - 06 October 2010
2010
Jia X, 2008, 'Satellite remote sensing: A tool for environmental education', presented at 15th Biennial National Conference on Environmental Education Up the Track, Charles Darwin Uni, 09 July 2008 - 12 July 2008
2008
Jia X, 2006, 'Teaching to fit student learning', presented at The HERDSA International Conference, Perth, Australia, 09 July 2006 - 12 July 2006
2006
Jia X, 2001, 'Mixed Pixel Analysis for Land Cover change Assessment', presented at International Conference on Land Use/Cover Change Dynamics, Beijing, China, 26 August 2001 - 30 August 2001
2001
Journal articles
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Wang G; Zhang X; Peng Z; Jia X; Tang X; Jiao L, 2023, 'MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning', ISPRS Journal of Photogrammetry and Remote Sensing, vol. 196, pp. 457 - 470, http://dx.doi.org/10.1016/j.isprsjprs.2023.01.011
2023
Zhang T; Zhang X; Zhu P; Jia X; Tang X; Jiao L, 2023, 'Generalized few-shot object detection in remote sensing images', ISPRS Journal of Photogrammetry and Remote Sensing, vol. 195, pp. 353 - 364, http://dx.doi.org/10.1016/j.isprsjprs.2022.12.004
2023
2023, 'Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images', IEEE Transactions on Geoscience and Remote Sensing, pp. 1 - 1, http://dx.doi.org/10.1109/TGRS.2023.3260634
2023
2023, 'Enhanced Autoencoders With Attention-Embedded Degradation Learning for Unsupervised Hyperspectral Image Super-Resolution', IEEE Transactions on Geoscience and Remote Sensing, 61, pp. 1 - 17, http://dx.doi.org/10.1109/tgrs.2023.3267890
2023
2022, 'Attention mechanism-based generative adversarial networks for cloud removal in Landsat images', Remote Sensing of Environment, 271, http://dx.doi.org/10.1016/j.rse.2022.112902
2022
2022, 'Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification', IEEE Transactions on Neural Networks and Learning Systems, http://dx.doi.org/10.1109/TNNLS.2022.3212985
2022
2022, 'Transferable Convolutional Neural Network for Weed Mapping With Multisensor Imagery', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3102243
2022
2022, 'Hierarchical fusion of optical and dual-polarized SAR on impervious surface mapping at city scale', ISPRS Journal of Photogrammetry and Remote Sensing, 184, pp. 264 - 278, http://dx.doi.org/10.1016/j.isprsjprs.2021.12.008
2022
Jia S; Liu X; Xu M; Yan Q; Zhou J; Jia X; Li Q, 2022, 'Gradient Feature-Oriented 3-D Domain Adaptation for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1 - 17, http://dx.doi.org/10.1109/TGRS.2021.3073699
2022
2022, 'Dual-Stage Approach Toward Hyperspectral Image Super-Resolution', IEEE Transactions on Image Processing, 31, pp. 7252 - 7263, http://dx.doi.org/10.1109/TIP.2022.3221287
2022
2022, 'A Semisupervised Siamese Network for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3116138
2022
Zhang S; Tang D; Li N; Jia X; Jia S, 2022, 'Superpixel-Guided Variable Gabor Phase Coding Fusion for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 60, http://dx.doi.org/10.1109/TGRS.2022.3151875
2022
2022, 'A Deformable Attention Network for High-Resolution Remote Sensing Images Semantic Segmentation', IEEE Transactions on Geoscience and Remote Sensing, 60, pp. 1 - 1, http://dx.doi.org/10.1109/TGRS.2021.3119537
2022
Jia S; Yuan Y; Li N; Liao J; Huang Q; Jia X; Xu M, 2022, 'A Multiscale Superpixel-Level Group Clustering Framework for Hyperspectral Band Selection', IEEE Transactions on Geoscience and Remote Sensing, vol. 60, http://dx.doi.org/10.1109/TGRS.2022.3150361
2022
2022, 'Bayesian Gravitation-Based Classification for Hyperspectral Images', IEEE Transactions on Geoscience and Remote Sensing, 60, pp. 1 - 1, http://dx.doi.org/10.1109/TGRS.2022.3203488
2022
2022, 'Remote Sensing Image Scene Classification Using Multiscale Feature Fusion Covariance Network with Octave Convolution', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3160492
2022
2022, 'Fusion of PCA and Segmented-PCA Domain Multiscale 2-D-SSA for Effective Spectral-Spatial Feature Extraction and Data Classification in Hyperspectral Imagery', IEEE Transactions on Geoscience and Remote Sensing, 60, pp. 1 - 14, http://dx.doi.org/10.1109/TGRS.2020.3034656
2022
Liu TZ; Gu YF; Jia XP, 2022, 'Class-guided coupled dictionary learning for multispectral-hyperspectral remote sensing image collaborative classification', Science China Technological Sciences, vol. 65, pp. 744 - 758, http://dx.doi.org/10.1007/s11431-021-1978-6
2022
Zhang J; Jia X; Hu J, 2022, 'SP-RAN: Self-Paced Residual Aggregated Network for Solar Panel Mapping in Weakly Labeled Aerial Images', IEEE Transactions on Geoscience and Remote Sensing, vol. 60, http://dx.doi.org/10.1109/TGRS.2021.3123268
2022
Zhang A; Pan Z; Fu H; Sun G; Rong J; Ren J; Jia X; Yao Y, 2022, 'Superpixel Nonlocal Weighting Joint Sparse Representation for Hyperspectral Image Classification', Remote Sensing, vol. 14, pp. 2125 - 2125, http://dx.doi.org/10.3390/rs14092125
2022
Ma TY; Li HC; Wang R; Du Q; Jia X; Plaza A, 2022, 'Lightweight Tensorized Neural Networks for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1 - 16, http://dx.doi.org/10.1109/TGRS.2022.3225438
2022
2022, 'Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images', IEEE Transactions on Geoscience and Remote Sensing, 60, pp. 1 - 14, http://dx.doi.org/10.1109/TGRS.2022.3217061
2022
2022, 'Enhanced Total Variation Regularized Representation Model with Endmember Background Dictionary for Hyperspectral Anomaly Detection', IEEE Transactions on Geoscience and Remote Sensing, 60, pp. 1 - 1, http://dx.doi.org/10.1109/TGRS.2021.3128183
2022
Zhong J; Li Y; Xie W; Lei J; Jia X, 2022, 'Multi-Prior Twin Least-Square Network for Anomaly Detection of Hyperspectral Imagery', Remote Sensing, vol. 14, pp. 2859 - 2859, http://dx.doi.org/10.3390/rs14122859
2022
2022, 'Multiattention Generative Adversarial Network for Remote Sensing Image Super-Resolution', IEEE Transactions on Geoscience and Remote Sensing, 60, pp. 1 - 15, http://dx.doi.org/10.1109/TGRS.2022.3180068
2022
2022, '3-D Gabor Convolutional Neural Network for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, pp. 1 - 16, http://dx.doi.org/10.1109/TGRS.2021.3087186
2022
2022, 'Uncertainty-Aware Forward Correction for Weakly Supervised Solar Panel Mapping from High-Resolution Aerial Images', IEEE Geoscience and Remote Sensing Letters, 19, pp. 1 - 1, http://dx.doi.org/10.1109/LGRS.2021.3132935
2022
2022, 'Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, pp. 4414 - 4436, http://dx.doi.org/10.1109/JSTARS.2022.3175257
2022
2022, 'Spectral-Spatial Self-Attention Networks for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3102143
2022
2022, 'A Temporal-Reliable Method for Change Detection in High-Resolution Bi-Temporal Remote Sensing Images', Remote Sensing, 14, pp. 3100 - 3100, http://dx.doi.org/10.3390/rs14133100
2022
Zhang J; Jia X; Hu J; Tan K, 2022, 'Moving Vehicle Detection for Remote Sensing Video Surveillance with Nonstationary Satellite Platform', IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, pp. 5185 - 5198, http://dx.doi.org/10.1109/TPAMI.2021.3066696
2022
2022, 'Graph-in-Graph Convolutional Network for Hyperspectral Image Classification', IEEE Transactions on Neural Networks and Learning Systems, PP, http://dx.doi.org/10.1109/TNNLS.2022.3182715
2022
2022, 'SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image', IEEE Transactions on Cybernetics, 52, pp. 6158 - 6169, http://dx.doi.org/10.1109/TCYB.2021.3104100
2022
2022, 'A novel band selection and spatial noise reduction method for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing, 60, pp. 1 - 1, http://dx.doi.org/10.1109/TGRS.2022.3189015
2022
Chen W; Lee CY; Jia X; Qin Q-H, 2021, 'Neural Network with Particle Swarm Optimisation for Analysing Band Structure of Elastic Metamaterials', Current Mechanics and Advanced Materials, vol. 1, http://dx.doi.org/10.2174/2666184501666210908120227
2021
2021, 'A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images over Urban Areas', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 10266 - 10285, http://dx.doi.org/10.1109/TGRS.2020.3037211
2021
2021, 'Dual feature extraction network for hyperspectral image analysis', Pattern Recognition, 118, pp. 107992 - 107992, http://dx.doi.org/10.1016/j.patcog.2021.107992
2021
2021, 'Adaptive Edge Preserving Maps in Markov Random Fields for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 8568 - 8583, http://dx.doi.org/10.1109/TGRS.2020.3035642
2021
2021, 'A Low-Complexity Hyperspectral Anomaly Detection Algorithm and Its FPGA Implementation', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, pp. 907 - 921, http://dx.doi.org/10.1109/JSTARS.2020.3034060
2021
2021, 'TDSSC: A Three-Directions Spectral-Spatial Convolution Neural Network for Hyperspectral Image Change Detection', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, pp. 377 - 388, http://dx.doi.org/10.1109/JSTARS.2020.3037070
2021
2021, 'Cross-frame keypoint-based and spatial motion information-guided networks for moving vehicle detection and tracking in satellite videos', ISPRS Journal of Photogrammetry and Remote Sensing, 177, pp. 116 - 130, http://dx.doi.org/10.1016/j.isprsjprs.2021.05.005
2021
2021, 'Multibranch Spatial-Channel Attention for Semantic Labeling of Very High-Resolution Remote Sensing Images', IEEE Geoscience and Remote Sensing Letters, 18, pp. 2167 - 2171, http://dx.doi.org/10.1109/LGRS.2020.3013253
2021
2021, 'Multiple Feature-Based Superpixel-Level Decision Fusion for Hyperspectral and LiDAR Data Classification', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 1437 - 1452, http://dx.doi.org/10.1109/TGRS.2020.2996599
2021
2021, 'Deep learning based regression for optically inactive inland water quality parameter estimation using airborne hyperspectral imagery', Environmental Pollution, 286, http://dx.doi.org/10.1016/j.envpol.2021.117534
2021
2021, 'Joint spatial-spectral attention network for hyperspectral image classification', IEEE Geoscience and Remote Sensing Letters, 18, pp. 1816 - 1820, http://dx.doi.org/10.1109/LGRS.2020.3007811
2021
2021, 'Multimodal hyperspectral remote sensing: an overview and perspective', Science China Information Sciences, 64, http://dx.doi.org/10.1007/s11432-020-3084-1
2021
2021, 'Self-spectral learning with GAN based spectral–spatial target detection for hyperspectral image', Neural Networks, 142, pp. 375 - 387, http://dx.doi.org/10.1016/j.neunet.2021.05.029
2021
2021, 'Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 1618 - 1633, http://dx.doi.org/10.1109/TGRS.2020.2994253
2021
2021, 'An attention-fused network for semantic segmentation of very-high-resolution remote sensing imagery', ISPRS Journal of Photogrammetry and Remote Sensing, 177, pp. 238 - 262, http://dx.doi.org/10.1016/j.isprsjprs.2021.05.004
2021
2021, 'A Novel Hyperspectral Unmixing Method based on Least Squares Twin Support Vector Machines', European Journal of Remote Sensing, 54, pp. 72 - 85, http://dx.doi.org/10.1080/22797254.2021.1877572
2021
Song B; Li P; Jia X, 2021, 'New feature selection methods using sparse representation for one-class classification of remote sensing images', IEEE Geoscience and Remote Sensing Letters, vol. 18, pp. 1761 - 1765, http://dx.doi.org/10.1109/LGRS.2020.3006830
2021
2021, 'From local to global: Class feature fused fully convolutional network for hyperspectral image classification', Remote Sensing, 13, pp. 5043 - 5043, http://dx.doi.org/10.3390/rs13245043
2021
Zhang L; Zhang J; Ma J; Jia X, 2021, 'SC-PNN: Saliency Cascade Convolutional Neural Network for Pansharpening', IEEE Transactions on Geoscience and Remote Sensing, vol. 59, pp. 9697 - 9715, http://dx.doi.org/10.1109/TGRS.2021.3054641
2021
2021, 'Water Benefit-Based Ecological Index for Urban Ecological Environment Quality Assessments', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, pp. 7557 - 7569, http://dx.doi.org/10.1109/JSTARS.2021.3098667
2021
2021, 'Remote Sensing Image Super-Resolution Using Second-Order Multi-Scale Networks', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 3473 - 3485, http://dx.doi.org/10.1109/TGRS.2020.3019660
2021
2021, 'Spectral mapping with adversarial learning for unsupervised hyperspectral change detection', Neurocomputing, 465, pp. 71 - 83, http://dx.doi.org/10.1016/j.neucom.2021.08.130
2021
Tan K; Jia X; Plaza A, 2021, 'Special Section Guest Editorial: Satellite Hyperspectral Remote Sensing: Algorithms and Applications', Journal of Applied Remote Sensing, vol. 15, http://dx.doi.org/10.1117/1.JRS.15.042601
2021
2021, 'Semi-supervised DNN regression on airborne hyperspectral imagery for improved spatial soil properties prediction', Geoderma, 385, http://dx.doi.org/10.1016/j.geoderma.2020.114875
2021
2021, 'A Lightweight Convolutional Neural Network for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 4150 - 4163, http://dx.doi.org/10.1109/TGRS.2020.3014313
2021
2020, 'Hyperspectral Image Super-Resolution via Intrafusion Network', IEEE Transactions on Geoscience and Remote Sensing, 58, pp. 7459 - 7471, http://dx.doi.org/10.1109/TGRS.2020.2982940
2020
Guo Y; Zhang J; Awan AF; Chen X; Jia X, 2020, 'Activities of the IEEE GRSS University of New South Wales Canberra Student Chapter [Chapters]', IEEE Geoscience and Remote Sensing Magazine, vol. 8, pp. 102 - 103, http://dx.doi.org/10.1109/MGRS.2020.2997823
2020
2020, 'Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos', IEEE Transactions on Geoscience and Remote Sensing, 58, pp. 2659 - 2669, http://dx.doi.org/10.1109/TGRS.2019.2953181
2020
Wang L; Wang S; Jia X; Li X, 2020, 'Twin support vector machine-based hyperspectral unmixing and its uncertainty analysis', Journal of Applied Remote Sensing, vol. 14, http://dx.doi.org/10.1117/1.JRS.14.046504
2020
2020, 'Online structured sparsity-based moving-object detection from satellite videos', IEEE Transactions on Geoscience and Remote Sensing, 58, pp. 6420 - 6433, http://dx.doi.org/10.1109/TGRS.2020.2976855
2020
2020, 'Deep Fusion of Localized Spectral Features and Multi-scale Spatial Features for Effective Classification of Hyperspectral Images', International Journal of Applied Earth Observation and Geoinformation, 91, pp. 102157 - 102157, http://dx.doi.org/10.1016/j.jag.2020.102157
2020
2020, 'Complete and accurate data correction for seamless mosaicking of airborne hyperspectral images: A case study at a mining site in Inner Mongolia, China', ISPRS Journal of Photogrammetry and Remote Sensing, 165, pp. 1 - 15, http://dx.doi.org/10.1016/j.isprsjprs.2020.04.022
2020
2020, 'A Novel Spectral-Spatial Singular Spectrum Analysis Technique for near Real-Time in Situ Feature Extraction in Hyperspectral Imaging', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13, pp. 2214 - 2225, http://dx.doi.org/10.1109/JSTARS.2020.2992230
2020
Jia S; Deng X; Xu M; Zhou J; Jia X, 2020, 'Superpixel-level weighted label propagation for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 58, pp. 5077 - 5091, http://dx.doi.org/10.1109/TGRS.2020.2972294
2020
2020, 'A deep Siamese network with hybrid convolutional feature extraction module for change detection based on multi-sensor remote sensing images', Remote Sensing, 12, pp. 205 - 205, http://dx.doi.org/10.3390/rs12020205
2020
2020, 'Unsupervised spectral mapping and feature selection for hyperspectral anomaly detection', Neural Networks, 132, pp. 144 - 154, http://dx.doi.org/10.1016/j.neunet.2020.08.010
2020
2019, 'Deep convolutional capsule network for hyperspectral image spectral and spectral-spatial classification', Remote Sensing, 11, http://dx.doi.org/10.3390/rs11030223
2019
2019, '3-D Gaussian-Gabor Feature Extraction and Selection for Hyperspectral Imagery Classification', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 8813 - 8826, http://dx.doi.org/10.1109/TGRS.2019.2923213
2019
2019, 'Deep Learning Ensemble for Hyperspectral Image Classification', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12, pp. 1882 - 1897, http://dx.doi.org/10.1109/JSTARS.2019.2915259
2019
2019, 'Collaborative representation-based multiscale superpixel fusion for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 7770 - 7784, http://dx.doi.org/10.1109/TGRS.2019.2916329
2019
2019, 'High-quality spectral-spatial reconstruction using saliency detection and deep feature enhancement', Pattern Recognition, 88, pp. 139 - 152, http://dx.doi.org/10.1016/j.patcog.2018.11.004
2019
2019, 'Structure Tensor and Guided Filtering-Based Algorithm for Hyperspectral Anomaly Detection', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 4218 - 4230, http://dx.doi.org/10.1109/TGRS.2018.2890212
2019
Jia S; Wu K; Zhu J; Jia X, 2019, 'Spectral-spatial gabor surface feature fusion approach for hyperspectral imagery classification', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 1142 - 1154, http://dx.doi.org/10.1109/TGRS.2018.2864983
2019
2019, 'A novel adversarial based hyperspectral and multispectral image fusion', Remote Sensing, 11, http://dx.doi.org/10.3390/rs11050492
2019
2019, 'A novel unsupervised sample collection method for urban land-cover mapping using landsat imagery', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 3933 - 3951, http://dx.doi.org/10.1109/TGRS.2018.2889109
2019
2019, 'A Nighttime Lights Adjusted Impervious Surface Index (NAISI) with Integration of Landsat Imagery and Nighttime Lights Data from International Space Station', International Journal of Applied Earth Observation and Geoinformation, 83, pp. 101889 - 101889, http://dx.doi.org/10.1016/j.jag.2019.05.022
2019
2019, 'Spectral-spatial hyperspectral image classification using a multiscale conservative smoothing scheme and adaptive sparse representation', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 7718 - 7730, http://dx.doi.org/10.1109/TGRS.2019.2915809
2019
Chen Y; Huang L; Zhu L; Yokoya N; Jia X, 2019, 'Fine-grained classification of hyperspectral imagery based on deep learning', Remote Sensing, vol. 11, http://dx.doi.org/10.3390/rs11222690
2019
2019, 'Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization', IEEE Transactions on Geoscience and Remote Sensing, 57, pp. 6055 - 6067, http://dx.doi.org/10.1109/TGRS.2019.2904108
2019
2019, 'Spectral constraint adversarial autoencoders approach to feature representation in hyperspectral anomaly detection', Neural Networks, 119, pp. 222 - 234, http://dx.doi.org/10.1016/j.neunet.2019.08.012
2019
2019, 'Thin cloud removal from optical remote sensing images using the noise-adjusted principal components transform', ISPRS Journal of Photogrammetry and Remote Sensing, 149, pp. 215 - 225, http://dx.doi.org/10.1016/j.isprsjprs.2019.01.025
2019
2019, 'Local Region Proposing for Frame-Based Vehicle Detection in Satellite Videos', Remote Sensing, 11, pp. 2372 - 2372, http://dx.doi.org/10.3390/rs11202372
2019
Tien Bui D; Shahabi H; Omidvar E; Shirzadi A; Geertsema M; Clague J; Khosravi K; Pradhan B; Pham B; Chapi K; Barati Z; Bin Ahmad B; Rahmani H; Gróf G; Lee S, 2019, 'Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm', Remote Sensing, vol. 11, pp. 931 - 931, http://dx.doi.org/10.3390/rs11080931
2019
Farooq A; Hu J; Jia X, 2019, 'Analysis of Spectral Bands and Spatial Resolutions for Weed Classification Via Deep Convolutional Neural Network', IEEE Geoscience and Remote Sensing Letters, 16, pp. 183 - 187, http://dx.doi.org/10.1109/LGRS.2018.2869879
2019
Ren J; Hussain A; Han J; Jia X, 2019, 'Cognitive Modelling and Learning for Multimedia Mining and Understanding', Cognitive Computation, vol. 11, pp. 761 - 762, http://dx.doi.org/10.1007/s12559-019-09684-6
2019
2019, 'Guest editorial: Hyperspectral imaging and applications', IET Image Processing, 13, pp. 233 - 234, http://dx.doi.org/10.1049/iet-ipr.2018.6533
2019
2019, 'Incorporating negative sample training for ship detection based on deep learning', Sensors (Switzerland), 19, http://dx.doi.org/10.3390/s19030684
2019
2019, 'Synergistic Use of Optical and Dual-Polarized SAR Data with Multiple Kernel Learning for Urban Impervious Surface Mapping', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12, pp. 223 - 236, http://dx.doi.org/10.1109/JSTARS.2018.2883654
2019
2019, 'Coastal wetland mapping with Sentinel-2 MSI imagery based on gravitational optimized multilayer perceptron and morphological attribute profiles', Remote Sensing, 11, pp. 1 - 23, http://dx.doi.org/10.3390/rs11080952
2019
Deng Y; Wu C; Zhang X; Jia X, 2019, 'Examining the effectiveness of weighted spectral mixture analysis (WSMA) in urban environments', International Journal of Remote Sensing, vol. 40, pp. 3055 - 3075, http://dx.doi.org/10.1080/01431161.2018.1539270
2019
2019, 'Nomination-favoured opinion pool for optical-SAR-synergistic rice mapping in face of weakened flooding signals', ISPRS Journal of Photogrammetry and Remote Sensing, 155, pp. 187 - 205, http://dx.doi.org/10.1016/j.isprsjprs.2019.07.008
2019
Plaza A; Jia X; Judge J; Moreira A, 2019, 'Awards Presented at the IGARSS 2019 Banquet [Conference Reports]', IEEE Geoscience and Remote Sensing Magazine, vol. 7, pp. 49 - 56, http://dx.doi.org/10.1109/mgrs.2019.2947403
2019
2019, 'On the relationship between the circumference of rubber trees and L-band waves', International Journal of Remote Sensing, 40, pp. 6395 - 6417, http://dx.doi.org/10.1080/01431161.2019.1591650
2019
2019, 'Combinational shadow index for building shadow extraction in urban areas from Sentinel-2A MSI imagery', International Journal of Applied Earth Observation and Geoinformation, 78, pp. 53 - 65, http://dx.doi.org/10.1016/j.jag.2019.01.012
2019
Moreira A; Jia X; Judge J; Plaza A, 2019, 'IGARSS in Yokohama, Japan: Impressions From the First Days [Conference Reports]', IEEE Geoscience and Remote Sensing Magazine, vol. 7, pp. 8 - 19, http://dx.doi.org/10.1109/mgrs.2019.2934948
2019
2019, 'Multi-resolution weed classification via convolutional neural network and superpixel based local binary pattern using remote sensing images', Remote Sensing, 11, http://dx.doi.org/10.3390/rs11141692
2019
Tan K; Wang H; Zhang Q; Jia X, 2018, 'An improved estimation model for soil heavy metal(loid) concentration retrieval in mining areas using reflectance spectroscopy', Journal of Soils and Sediments, 18, pp. 2008 - 2022, http://dx.doi.org/10.1007/s11368-018-1930-6
2018
Li N; Huang X; Zhao H; Qiu X; Geng R; Jia X; Wang D, 2018, 'Multiparameter Optimization for Mineral Mapping Using Hyperspectral Imagery', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11, pp. 1348 - 1357, http://dx.doi.org/10.1109/JSTARS.2018.2814617
2018
Sun G; Ma P; Ren J; Zhang A; Jia X, 2018, 'A stability constrained adaptive alpha for gravitational search algorithm', Knowledge-Based Systems, 139, pp. 200 - 213, http://dx.doi.org/10.1016/j.knosys.2017.10.018
2018
2018, 'Effective sequential classifier training for SVM-based multitemporal remote sensing image classification', IEEE Transactions on Image Processing, 27, pp. 3036 - 3048, http://dx.doi.org/10.1109/TIP.2018.2808767
2018
Li F; Xin L; Guo Y; Gao D; Kong X; Jia X, 2018, 'Super-resolution for GaoFen-4 remote sensing images', IEEE Geoscience and Remote Sensing Letters, 15, pp. 28 - 32, http://dx.doi.org/10.1109/LGRS.2017.2768331
2018
Gao Q; Lim S; Jia X, 2018, 'Hyperspectral image classification using joint sparse model and discontinuity preserving relaxation', IEEE Geoscience and Remote Sensing Letters, 15, pp. 78 - 82, http://dx.doi.org/10.1109/LGRS.2017.2774253
2018
2018, 'Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, pp. 1 - 17, http://dx.doi.org/10.1109/TGRS.2018.2867679
2018
Qv H; Yin J; Luo X; Jia X, 2018, 'Band dual density discrimination analysis for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 56, pp. 7257 - 7271, http://dx.doi.org/10.1109/TGRS.2018.2849881
2018
Xie W; Li Y; Jia X, 2018, 'Deep convolutional networks with residual learning for accurate spectral-spatial denoising', Neurocomputing, 312, pp. 372 - 381, http://dx.doi.org/10.1016/j.neucom.2018.05.115
2018
Du B; Huang Z; Wang N; Zhang Y; Jia X, 2018, 'Joint weighted nuclear norm and total variation regularization for hyperspectral image denoising', International Journal of Remote Sensing, 39, pp. 334 - 355, http://dx.doi.org/10.1080/01431161.2017.1382742
2018
Shen H; Jia X; Bioucas-Dias JM; Dobigeon N; Cui Y; Pacifici F, 2018, 'Foreword to the special issue on quality improvements of remote sensing data', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 11, pp. 687 - 690, http://dx.doi.org/10.1109/JSTARS.2018.2807998
2018
Zhang G; Zhang R; Zhou G; Jia X, 2018, 'Hierarchical spatial features learning with deep cnns for very high-resolution remote sensing image classification', International Journal of Remote Sensing, 39, pp. 5978 - 5996, http://dx.doi.org/10.1080/01431161.2018.1506593
2018
Zhang A; Sun G; Ren J; Li X; Wang Z; Jia X, 2018, 'A dynamic neighborhood learning-based gravitational search algorithm', IEEE Transactions on Cybernetics, 48, pp. 436 - 447, http://dx.doi.org/10.1109/TCYB.2016.2641986
2018
Jia S; Deng B; Zhu J; Jia X; Li Q, 2018, 'Local Binary Pattern-Based Hyperspectral Image Classification with Superpixel Guidance', IEEE Transactions on Geoscience and Remote Sensing, 56, pp. 749 - 759, http://dx.doi.org/10.1109/TGRS.2017.2754511
2018
Xu J; Hu J; Jia X, 2018, 'A target image–oriented dictionary learning–based method for fully automated latent fingerprint forensic', Computational Intelligence, vol. 34, pp. 1178 - 1198, http://dx.doi.org/10.1111/coin.12177
2018
Gao Q; Lim S; Jia X, 2018, 'Improved joint sparse models for hyperspectral image classification based on a novel neighbour selection strategy', Remote Sensing, 10, http://dx.doi.org/10.3390/rs10060905
2018
Hallikainen M; Moreira A; Wiesbeck W; Jia X; Judge J, 2018, 'Awards Presented at the IGARSS 2018 Banquet: THE IEEE Geoscience and Remote Sensing Society Awards Committee Cochairs [Conference Reports]', IEEE Geoscience and Remote Sensing Magazine, vol. 6, pp. 74 - 110, http://dx.doi.org/10.1109/mgrs.2018.2871592
2018
Wang T; Zhang H; Lin H; Jia X, 2018, 'A Sparse Representation Method for a Priori Target Signature Optimization in Hyperspectral Target Detection', IEEE Access, 6, pp. 3408 - 3424, http://dx.doi.org/10.1109/ACCESS.2017.2773662
2018
Moreira A; Wiesbeck W; Hallikainen M; Judge J; Jia X, 2018, 'IGARSS in Valencia, Spain: Impressions from the First Days [Conference Reports]', IEEE Geoscience and Remote Sensing Magazine, vol. 6, pp. 63 - 73, http://dx.doi.org/10.1109/mgrs.2018.2868003
2018
Gao Q; Lim S; Jia X, 2018, 'Hyperspectral image classification using convolutional neural networks and multiple feature learning', Remote Sensing, 10, http://dx.doi.org/10.3390/rs10020299
2018
Hallikainen M; Wiesbeck W; Gamba P; Judge J; Jia X, 2017, 'Awards Presented at the IGARSS 2017 Banquet [Conference Reports]', IEEE Geoscience and Remote Sensing Magazine, vol. 5, pp. 94 - 107, http://dx.doi.org/10.1109/mgrs.2017.2762838
2017
Trisasongko BH; Panuju DR; Paull DJ; Jia X; Griffin AL, 2017, 'Comparing six pixel-wise classifiers for tropical rural land cover mapping using four forms of fully polarimetric SAR data', INTERNATIONAL JOURNAL OF REMOTE SENSING, 38, pp. 3274 - 3293, http://dx.doi.org/10.1080/01431161.2017.1292072
2017
2017, 'Multiple 3-D Feature Fusion Framework for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 56, pp. 1873 - 1886, http://dx.doi.org/10.1109/TGRS.2017.2769113
2017
Yin J; Qv H; Luo X; Jia X, 2017, 'Segment-Oriented Depiction and Analysis for Hyperspectral Image Data', IEEE Transactions on Geoscience and Remote Sensing, vol. 55, pp. 3982 - 3996, http://dx.doi.org/10.1109/TGRS.2017.2686444
2017
Fu Y; Zhao C; Wang J; Jia X; Yang G; Song X; Feng H, 2017, 'An improved combination of spectral and spatial features for vegetation classification in hyperspectral images', Remote Sensing, 9, http://dx.doi.org/10.3390/rs9030261
2017
Lu T; Li S; Fang L; Jia X; Benediktsson JA, 2017, 'From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 55, pp. 4398 - 4411, http://dx.doi.org/10.1109/TGRS.2017.2691906
2017
Chen Y; Zhu L; Ghamisi P; Jia X; Li G; Tang L, 2017, 'Hyperspectral Images Classification with Gabor Filtering and Convolutional Neural Network', IEEE Geoscience and Remote Sensing Letters, 14, pp. 2355 - 2359, http://dx.doi.org/10.1109/LGRS.2017.2764915
2017
Jia S; Deng B; Zhu J; Jia X; Li Q, 2017, 'Superpixel-based multitask learning framework for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 2575 - 2588, http://dx.doi.org/10.1109/TGRS.2017.2647815
2017
Gu Y; Chanussot J; Jia X; Benediktsson JA, 2017, 'Multiple Kernel Learning for Hyperspectral Image Classification: A Review', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 6547 - 6565, http://dx.doi.org/10.1109/TGRS.2017.2729882
2017
Jia S; Hu J; Zhu J; Jia X; Li Q, 2017, 'Three-Dimensional Local Binary Patterns for Hyperspectral Imagery Classification', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 2399 - 2413, http://dx.doi.org/10.1109/TGRS.2016.2642951
2017
Sun G; Chen X; Ren J; Zhang A; Jia X, 2017, 'Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping', International Journal of Applied Earth Observation and Geoinformation, 60, pp. 38 - 48, http://dx.doi.org/10.1016/j.jag.2017.04.006
2017
Sun G; Zhang A; Ren J; Ma J; Wang P; Zhang Y; Jia X, 2017, 'Gravitation-based edge detection in hyperspectral images', Remote Sensing, 9, http://dx.doi.org/10.3390/rs9060592
2017
Zhao C; Zhao G; Jia X, 2017, 'Hyperspectral Image Unmixing Based on Fast Kernel Archetypal Analysis', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10, pp. 331 - 346, http://dx.doi.org/10.1109/JSTARS.2016.2606504
2017
Li F; Xin L; Guo Y; Gao J; Jia X, 2017, 'A Framework of Mixed Sparse Representations for Remote Sensing Images', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 1210 - 1221, http://dx.doi.org/10.1109/TGRS.2016.2621123
2017
Chen Y; Li C; Ghamisi P; Jia X; Gu Y, 2017, 'Deep fusion of remote sensing data for accurate classification', IEEE Geoscience and Remote Sensing Letters, 14, pp. 1253 - 1257, http://dx.doi.org/10.1109/LGRS.2017.2704625
2017
Gao L; Zhao B; Jia X; Liao W; Zhang B, 2017, 'Optimized kernel minimum noise fraction transformation for hyperspectral image classification', Remote Sensing, 9, http://dx.doi.org/10.3390/rs9060548
2017
Liu Y; Li J; Du P; Plaza A; Jia X; Zhang X, 2017, 'Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10, pp. 691 - 711, http://dx.doi.org/10.1109/JSTARS.2016.2588980
2017
Wang Z; Du B; Zhang L; Zhang L; Jia X, 2017, 'A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 55, pp. 3071 - 3083, http://dx.doi.org/10.1109/TGRS.2017.2650938
2017
Guo Y; Jia X; Paull D, 2017, 'Superpixel-Based Adaptive Kernel Selection for Angular Effect Normalization of Remote Sensing Images With Kernel Learning', IEEE Transactions on Geoscience and Remote Sensing, vol. 55, pp. 4262 - 4271, http://dx.doi.org/10.1109/TGRS.2017.2689798
2017
Yin J; Qv H; Luo X; Jia X, 2017, 'Corrections to ''Segment-Oriented Depiction and Analysis for Hyperspectral Image Data''', IEEE Transactions on Geoscience and Remote Sensing, http://dx.doi.org/10.1109/TGRS.2017.2779458
2017
Sun G; Hao Y; Chen X; Ren J; Zhang A; Huang B; Zhang Y; Jia X, 2017, 'Dynamic post-earthquake image segmentation with an adaptive spectral-spatial descriptor', Remote Sensing, 9, http://dx.doi.org/10.3390/rs9090899
2017
Li J; Khodadadzadeh M; Plaza A; Jia X; Bioucas-Dias JM, 2016, 'A Discontinuity Preserving Relaxation Scheme for Spectral-Spatial Hyperspectral Image Classification', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9, pp. 625 - 639, http://dx.doi.org/10.1109/JSTARS.2015.2470129
2016
Jia S; Hu J; Xie Y; Shen L; Jia X; Li Q, 2016, 'Gabor Cube Selection Based Multitask Joint Sparse Representation for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 3174 - 3187, http://dx.doi.org/10.1109/TGRS.2015.2513082
2016
Chen T; Niu R; Jia X, 2016, 'A comparison of information value and logistic regression models in landslide susceptibility mapping by using GIS', Environmental Earth Sciences, 75, http://dx.doi.org/10.1007/s12665-016-5317-y
2016
Xu M; Pickering M; Plaza AJ; Jia X, 2016, 'Thin cloud removal based on signal transmission principles and spectral mixture analysis', IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 1659 - 1669, http://dx.doi.org/10.1109/TGRS.2015.2486780
2016
Xu M; Jia X; Pickering M; Plaza AJ, 2016, 'Cloud removal based on sparse representation via multitemporal dictionary learning', IEEE Transactions on Geoscience and Remote Sensing, vol. 54, pp. 2998 - 3006, http://dx.doi.org/10.1109/TGRS.2015.2509860
2016
Liu T; Gu Y; Jia X; Benediktsson JA; Chanussot J, 2016, 'Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 7351 - 7365, http://dx.doi.org/10.1109/TGRS.2016.2600522
2016
Sun G; Zhang A; Jia X; Li X; Ji S; Wang Z, 2016, 'DMMOGSA: Diversity-enhanced and memory-based multi-objective gravitational search algorithm', Information Sciences, 363, pp. 52 - 71, http://dx.doi.org/10.1016/j.ins.2016.05.007
2016
Sun G; Chen X; Jia X; Yao Y; Wang Z, 2016, 'Combinational Build-Up Index (CBI) for Effective Impervious Surface Mapping in Urban Areas', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9, pp. 2081 - 2092, http://dx.doi.org/10.1109/JSTARS.2015.2478914
2016
2016, 'Multilayer Unmixing for Hyperspectral Imagery with Fast Kernel Archetypal Analysis', IEEE Geoscience and Remote Sensing Letters, PP, http://dx.doi.org/10.1109/LGRS.2016.2595102
2016
Chen Y; Jiang H; Li C; Jia X; Ghamisi P, 2016, 'Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks', IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 6232 - 6251, http://dx.doi.org/10.1109/TGRS.2016.2584107
2016
Hossain MA; Jia X; Benediktsson JA, 2016, 'One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9, pp. 1606 - 1612, http://dx.doi.org/10.1109/JSTARS.2015.2506268
2016
Yin J; Yu W; Jia X, 2016, 'Hybrid Norm Pursuit Method for Hyperspectral Image Reconstruction', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9, pp. 4492 - 4500, http://dx.doi.org/10.1109/JSTARS.2016.2535467
2016
Li S; Lu T; Fang L; Jia X; Benediktsson JA, 2016, 'Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 54, pp. 7416 - 7420, http://dx.doi.org/10.1109/TGRS.2016.2603190
2016
Gu Y; Liu T; Jia X; Benediktsson JA; Chanussot J, 2016, 'Nonlinear Multiple Kernel Learning with Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 3235 - 3247, http://dx.doi.org/10.1109/TGRS.2015.2514161
2016
Li S; Ni L; Jia X; Gao L; Zhang B; Peng M, 2016, 'Multi-scale superpixel spectral–spatial classification of hyperspectral images', International Journal of Remote Sensing, 37, pp. 4905 - 4922, http://dx.doi.org/10.1080/01431161.2016.1225175
2016
Li X; Jia X; Wang L; Zhao K, 2016, 'Reduction of Spectral Unmixing Uncertainty Using Minimum-Class-Variance Support Vector Machines', IEEE Geoscience and Remote Sensing Letters, vol. 13, pp. 1335 - 1339, http://dx.doi.org/10.1109/LGRS.2016.2584660
2016
Xu J; Hu J; Jia X, 2015, 'A multistaged automatic restoration of noisy microscopy cell images', IEEE Journal of Biomedical and Health Informatics, vol. 19, pp. 367 - 376, http://dx.doi.org/10.1109/JBHI.2014.2305445
2015
Gu Y; Wang Q; Jia X; Benediktsson JA, 2015, 'A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification', IEEE Transactions on Geoscience and Remote Sensing, 53, pp. 5312 - 5326, http://dx.doi.org/10.1109/TGRS.2015.2421051
2015
Chen Y; Zhao X; Jia X, 2015, 'Spectral-Spatial Classification of Hyperspectral Data Based on Deep Belief Network', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8, pp. 2381 - 2392, http://dx.doi.org/10.1109/JSTARS.2015.2388577
2015
2015, 'Superpixel-based graphical model for remote sensing image mapping', IEEE Transactions on Geoscience and Remote Sensing, 53, pp. 5861 - 5871, http://dx.doi.org/10.1109/TGRS.2015.2423688
2015
Yin J; Sun J; Jia X, 2015, 'Sparse Analysis Based on Generalized Gaussian Model for Spectrum Recovery with Compressed Sensing Theory', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, pp. 2752 - 2759, http://dx.doi.org/10.1109/JSTARS.2014.2336834
2015
Wang J; Cao X; Chen J; Jia X, 2015, 'Assessment of Multiple Scattering in the Reflectance of Semiarid Shrublands', IEEE Transactions on Geoscience and Remote Sensing, vol. 53, pp. 4910 - 4921, http://dx.doi.org/10.1109/TGRS.2015.2413409
2015
Li X; Jia X; Wang L; Zhao K, 2015, 'On spectral unmixing resolution using extended support vector machines', IEEE Transactions on Geoscience and Remote Sensing, vol. 53, pp. 4985 - 4996, http://dx.doi.org/10.1109/TGRS.2015.2415587
2015
Yin J; Li H; Jia X, 2015, 'Crater detection based on gist features', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8, pp. 23 - 29, http://dx.doi.org/10.1109/JSTARS.2014.2375066
2015
Jia X; Wang L, 2014, 'Fuzzy assessment of spectral unmixing algorithms', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, pp. 1947 - 1955, http://dx.doi.org/10.1109/JSTARS.2013.2264313
2014
Mamun M; Jia X; Ryan MJ, 2014, 'Nonlinear elastic model for flexible prediction of remotely sensed multitemporal images', IEEE Geoscience and Remote Sensing Letters, 11, pp. 1005 - 1009, http://dx.doi.org/10.1109/LGRS.2013.2284358
2014
Hossain MA; Jia X; Pickering M, 2014, 'Subspace Detection Using a Mutual Information Measure for Hyperspectral Image Classification', IEEE Geoscience and Remote Sensing Letters, 11, pp. 424 - 428, http://dx.doi.org/10.1109/LGRS.2013.2264471
2014
Wu C; Deng C; Jia X, 2014, 'Spatially constrained multiple endmember spectral mixture analysis for quantifying subpixel urban impervious surfaces', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7, pp. 1976 - 1984, http://dx.doi.org/10.1109/JSTARS.2014.2318018
2014
Tuia D; Merényi E; Jia X; Grana-Romay M, 2014, 'Foreword to the special issue on machine learning for remote sensing data processing', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7, pp. 1007 - 1011, http://dx.doi.org/10.1109/JSTARS.2014.2311915
2014
Kwok NM; Shi HY; Ha QP; Fang G; Chen SY; Jia X, 2013, 'Simultaneous image color correction and enhancement using particle swarm optimization', Engineering Applications of Artificial Intelligence, 26, pp. 2356 - 2371, http://dx.doi.org/10.1016/j.engappai.2013.07.023
2013
2013, 'A New Target Detector for Hyperspectral Data Using Cointegration Theory', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 6, pp. 638 - 643, http://dx.doi.org/10.1109/JSTARS.2013.2252603
2013
2013, 'Wavelet packet analysis and gray model for feature extraction of hyperspectral data', IEEE Geoscience and Remote Sensing Letters, 10, pp. 682 - 686, http://dx.doi.org/10.1109/LGRS.2012.2218569
2013
2013, 'The GRSS Summer School Melbourne 2013', IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 1, pp. 42 - 45, http://dx.doi.org/10.1109/MGRS.2013.2277554
2013
2013, 'Feature mining for hyperspectral image classification', Proceedings of the IEEE, 101, pp. 676 - 697, http://dx.doi.org/10.1109/JPROC.2012.2229082
2013
Gu Y; Wang S; Jia X, 2013, 'Spectral unmixing in multiple-kernel hilbert space for hyperspectral imagery', IEEE Transactions on Geoscience and Remote Sensing, vol. 51, pp. 3968 - 3981, http://dx.doi.org/10.1109/TGRS.2012.2227757
2013
2012, 'Simplified conditional random fields with class boundary constraint for spectral-spatial based remote sensing image classification', IEEE Geoscience and Remote Sensing Letters, 9, pp. 856 - 860, http://dx.doi.org/10.1109/LGRS.2012.2186279
2012
2012, 'Collinearity and orthogonality of endmembers in linear spectral unmixing', International Journal of Applied Earth Observation and Geoinformation, 18, pp. 491 - 503, http://dx.doi.org/10.1016/j.jag.2011.10.004
2012
2012, 'Hyperspectral imagery clustering with neighborhood constraints', IEEE Geoscience and Remote Sensing Letters, 10, pp. 588 - 592, http://dx.doi.org/10.1109/LGRS.2012.2215005
2012
2012, 'Robust automatic registration of multimodal satellite images using CCRE with partial volume interpolation', IEEE Transactions on Geoscience and Remote Sensing, 50, pp. 4050 - 4061, http://dx.doi.org/10.1109/TGRS.2012.2187456
2012
Renzullo L; Youngentob KN; Held AA; Jia X; Lindenmayer D; Foley W, 2012, 'Using imaging spectroscopy to estimate integrated measures of foliage nutritional quality', Methods in Ecology and Evolution, vol. 3, pp. 416 - 426, http://dx.doi.org/10.1111/j.2041-210X.2011.00149.x
2012
2012, 'Using Hurst and Lyapunov Exponent For Hyperspectral Image Feature Extraction', IEEE Geoscience and Remote Sensing Letters, 9, pp. 705 - 709, http://dx.doi.org/10.1109/LGRS.2011.2179005
2012
Ng TF; Pham TD; Jia X, 2012, 'Feature interaction in subspace clustering using the Choquet integral', Pattern Recognition, vol. 45, pp. 2645 - 2660, http://dx.doi.org/10.1016/j.patcog.2012.01.019
2012
2012, 'Integrating remotely sensed data, GIS and expert knowledge to update object-based land use/land cover information', International Journal of Remote Sensing, vol. 33, pp. 905 - 921
2012
Luo W; Zhang B; Jia X, 2012, 'New improvements in parallel implementation of N-FINDR algorithm', IEEE Transactions on Geoscience and Remote Sensing, vol. 50, pp. 3648 - 3659, http://dx.doi.org/10.1109/TGRS.2012.2185056
2012
Youngentob KN; Roberts DA; Held AA; Dennison PE; Jia X; Lindenmayer D, 2011, 'Mapping two Eucalyptus subgenera using multiple endmember spectral mixture analysis and continuum-removed imaging spectrometry data', Remote Sensing of Environment, vol. 115, pp. 1115 - 1128, http://dx.doi.org/10.1016/j.rse.2010.12.012
2011
Chen X; Chen J; Jia X; Somers B; Wu J; Coppin P, 2011, 'A quantitative analysis of virtual endmembers' increased impact on the collinearity effect in spectral unmixing', IEEE Transactions on Geoscience and Remote Sensing, vol. 49, pp. 2945 - 2956, http://dx.doi.org/10.1109/TGRS.2011.2121073
2011
Plaza A; Du Q; Bioucas-Dias JM; Jia X; Kruse FA, 2011, 'Foreword to the special issue on spectral unmixing of remotely sensed data', IEEE Transactions on Geoscience and Remote Sensing, 49, pp. 4103 - 4105, http://dx.doi.org/10.1109/TGRS.2011.2167193
2011
2011, 'Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery', Geoscience and Remote Sensing Letters, 8, pp. 973 - 977, http://dx.doi.org/10.1109/LGRS.2011.2145353
2011
Xiao Y; Tien D; Jia X, 2010, 'Region-based perceptual grouping for road extraction from high-resolution images', International Journal of Intelligent Systems Technologies and Applications, vol. 9, pp. 208 - 217, http://dx.doi.org/10.1504/IJISTA.2010.036576
2010
Huang ZF; Jia X; Ge L, 2010, 'Sampling Approaches for One-Pass Land-use/land-cover Change Mapping', International Journal of Remote Sensing, vol. 31, pp. 1543 - 1554, http://dx.doi.org/10.1080/01431160903475399
2010
2010, 'Super resolution for remote sensing images based on a Universal Hidden Markov Tree Model', IEEE Transactions on Geoscience and Remote Sensing, 48, pp. 1270 - 1278, http://dx.doi.org/10.1109/TGRS.2009.2031636
2010
2009, 'Integration of Soft and Hard Classifications Using Extended Support Vector Machines', IEEE Geoscience and Remote Sensing Letters, 6, pp. 543 - 547, http://dx.doi.org/10.1109/LGRS.2009.2020924
2009
Li F; Jia X; Fraser D, 2009, 'Superresolution reconstruction of multispectral data for improved image classification', IEEE Geoscience and Remote Sensing Letters, vol. 6, pp. 689 - 693, http://dx.doi.org/10.1109/LGRS.2009.2023604
2009
2008, 'Using Suitable Neighbors to Augment the Training Set in Hyperspectral Maximum Likelihood Classification', IEEE Geoscience and Remote Sensing Letters, 5, pp. 774 - 777, http://dx.doi.org/10.1109/LGRS.2008.2005512
2008
2008, 'Managing the spectral-spatial mix in context classification using Markov random fields', IEEE Geoscience and Remote Sensing Letters, 5, pp. 311 - 314, http://dx.doi.org/10.1109/LGRS.2008.916076
2008
Huang ZF; Jia X; Turner B; Dury S; Wallis I; Foley W, 2007, 'Estimating nitrogen in eucalypt foliage by automatically extracting tree spectra from HyMap (TM) data', Photogrammetric Engineering and Remote Sensing, vol. 73, pp. 397 - 401, http://dx.doi.org/10.14358/PERS.73.4.397
2007
Richards JA; Jia X, 2007, 'A Dempster-Shafer relaxation approach to context classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 45, pp. 1422 - 1431, http://dx.doi.org/10.1109/TGRS.2007.893821
2007
2007, 'A novel geometry-based feature-selection technique for hyperspectral imagery', IEEE Geoscience and Remote Sensing Letters, 4, pp. 171 - 175, http://dx.doi.org/10.1109/LGRS.2006.887142
2007
Richards JA; Jia X, 2006, 'Remote Sensing Digital Image Analysis An Introduction', Remote Sensing Digital Image Analysis: An Introduction, http://dx.doi.org/10.1007/3-540-29711-1
2006
Li F; Fraser D; Jia X, 2006, 'Improved IBP for super-resolving remote sensing images', Geographic Information Sciences, vol. 12, pp. 106 - 111, http://dx.doi.org/10.1080/10824000609480624
2006
2006, 'A patch-based image classification by integrating hyperspectral data with GIS', International Journal of Remote Sensing, 27, pp. 3337 - 3346, http://dx.doi.org/10.1080/01431160500409577
2006
Jia X; Richards JA, 2005, 'Fast k-NN classification using the cluster-space approach', IEEE Geoscience and Remote Sensing Letters, vol. 2, pp. 225 - 228, http://dx.doi.org/10.1109/LGRS.2005.846437
2005
Jia X, 2003, 'On error correction and accuracy assessment of satellite imagery registration', The Globe, vol. 54, pp. 35 - 38
2003
Jia X; Richards JA, 2003, 'Efficient transmission and classification of hyperspectral image data', IEEE Transactions on Geoscience and Remote Sensing, vol. 41, pp. 1129 - 1131, http://dx.doi.org/10.1109/TGRS.2003.810710
2003
Jia X; Richards J, 2002, 'Cluster-Space Representation for Hyperspectral Data Classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 40, pp. 593 - 598, http://dx.doi.org/10.1109/TGRS.2002.1000319
2002
1999, 'Segmented Principal Components Transformation for Efficient Hyperspectral Remote-Sensing Image Display and Classification', IEEE Transactions on Geoscience and Remote Sensing, 37, pp. 538 - 542, http://dx.doi.org/10.1109/36.739109
1999
Jia X; Richards JA, 1998, 'Progressive Two-Class Decision Classifier for Optimization of Class Discrimination', Remote Sensing of Environment, vol. 63, pp. 289 - 297, http://dx.doi.org/10.1016/S0034-4257(97)00164-8
1998
Jia X; Richards JA, 1994, 'Efficient Maximum Likelihood Classification for Imaging Spectrometer Data Sets', IEEE Transactions on Geoscience and Remote Sensing, vol. 32, pp. 274 - 281, http://dx.doi.org/10.1109/36.295042
1994
Jia X; Richards JA, 1993, 'Binary coding of imaging spectrometer data for fast spectral matching and classification', Remote Sensing of Environment, 43, pp. 47 - 53, http://dx.doi.org/10.1016/0034-4257(93)90063-4
1993
- Elevated to an IEEE Fellow in 2021.
- One of the top 250 researchers in Australia listed by Research Magazine, 2021.
- Ranked 126th and 107thin Computer Science & Electronics in Australia by Guide to Research in 2020 and 2021, respectively.
- Received an IEEE award in 2022 for Notable Services and Contributions towards the Advancement of IEEE and the Engineering Professions (2019-2021).
- The following paper I coauthor received IEEE Geoscience and Remote Sensing Society 2020 Highest Impact Paper Award:
- Y. Chen, H. Jiang, C. Li, X. Jia, and P. Ghamisi, “Deep feature extraction and classification of hyperspectral images based on Convolutional Neural Networks,” IEEE Transactions on Geoscience and Remote Sensing, 54(10): 6232 - 6251, 2016.
Remote sensing, Image processing, Pattern recognition.