Dr Xiuping Jia

Senior Lecturer - Electrical Engineering
+61 2 6268 8202
88443
  • ABOUT
  • PUBLICATIONS

Xiuping Jia received the B.Eng. degree from the Beijing University of Posts and Telecommunications, Beijing, China, in 1982 and the Ph.D. degree in electrical engineering from The University of New South Wales, Australia, in 1996. Since 1988, she has been with the School of Engineering and Information Technology, University College, The University of New South Wales, Australian Defence Force Academy, Canberra, Australia, where she is currently a Senior Lecturer.

Dr. Jia’s research areas are image processing, data analysis and remote sensing applications. The projects she has been involved in and supervised range from image registration, data compression, feature reduction, to spectral-spatial based classification. Subpixel mapping has been addressed in recent years via spectral unmixing techniques and super resolution reconstruction approaches. She is the author or coauthor of over 100 publications on remote sensing image analysis, including journal papers, book chapters, and peer reviewed conference proceedings. Dr. Jia is the coauthor of the remote sensing textbook entitled Remote Sensing Digital Image Analysis [Springer-Verlag, 3rd (1999) and 4th eds. (2006)]. She was a visiting scholar at several organizations during her sabbatical leaves, including Purdue University, USA, Australian National University, Australia, Beijing Normal University, The Chinese University of Hong Kong, and The Chinese Academy of Sciences, China. Dr. Jia has given invited talks to the remote sensing research groups in several organizations, such as, The Harbin Institute of Technology, China, ITC, Netherlands, CSIR in South Africa, Rochester Institute of Technology, USA, Center for Space and Remote Sensing Research, Taiwen, Shenzhen Institutes of Advanced Technology, China, The University of Copenhagen, Denmark. She delivered a plenary talk at the 2nd Workshop on Hyperspectral Image and Signal Processing, Iceland, 2010.Dr. Jia is a Guest Professor of Harbin Engineering University, China. She chairs the GRSS chapter of ACT&NSW section, Australia. She is an Associate Editor of IEEE Transaction on Geoscience and Remote Sensing.

Books

Jia X; Richards JA, 1999, Remote Sensing Digital Image Analysis, Original, Springer-Verlag, Berlin, Germany

Book Chapters

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

Karan PP, 2015, 'Land, life, and environmental change in the himalaya', in Spatial Diversity and Dynamics in Resources and Urban Development: Volume 1: Regional Resources, pp. 223 - 234, 10.1007/978-94-017-9771-9

Ng TF; Pham TD; Jia X; Fraser D, 2013, 'Fuzzy knowledge-based subspace clustering for life science data analysis', in Studies in Computational Intelligence, pp. 177 - 213, 10.1007/978-3-642-33015-5_8

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

Jia X; Richards JA, 2006, 'Hyperspectral Data Representation', in Hyperspectral Data Exploitation: Theory and Applications, pp. 205 - 225, 10.1002/9780470124628.ch8

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

Journal articles

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, vol. 39, pp. 334 - 355, 10.1080/01431161.2017.1382742

Sun G; Ma P; Ren J; Zhang A; Jia X, 2018, 'A stability constrained adaptive alpha for gravitational search algorithm', Knowledge-Based Systems, vol. 139, pp. 200 - 213, 10.1016/j.knosys.2017.10.018

Gao Q; Lim S; Jia X, 2018, 'Hyperspectral image classification using joint sparse model and discontinuity preserving relaxation', IEEE Geoscience and Remote Sensing Letters, vol. 15, pp. 78 - 82, 10.1109/LGRS.2017.2774253

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, vol. 15, pp. 28 - 32, 10.1109/LGRS.2017.2768331

Zhu J; Hu J; Jia S; Jia X; Li Q, 2018, 'Multiple 3-D feature fusion framework for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 56, pp. 1873 - 1886, 10.1109/TGRS.2017.2769113

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, vol. 56, pp. 749 - 759, 10.1109/TGRS.2017.2754511

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, vol. 18, pp. 2008 - 2022, 10.1007/s11368-018-1930-6

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, vol. 6, pp. 3408 - 3424, 10.1109/ACCESS.2017.2773662

Gao Q; Lim S; Jia X, 2018, 'Hyperspectral image classification using convolutional neural networks and multiple feature learning', Remote Sensing, vol. 10, 10.3390/rs10020299

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, 10.1109/JSTARS.2018.2807998

Guo Y; Jia X; Paull D, 2018, 'Effective sequential classifier training for SVM-based multitemporal remote sensing image classification', IEEE Transactions on Image Processing, vol. 27, pp. 3036 - 3048, 10.1109/TIP.2018.2808767

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, vol. 11, pp. 1348 - 1357, 10.1109/JSTARS.2018.2814617

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, 10.1111/coin.12177

Xie W; Li Y; Jia X, 2018, 'Deep convolutional networks with residual learning for accurate spectral-spatial denoising', Neurocomputing, vol. 312, pp. 372 - 381, 10.1016/j.neucom.2018.05.115

Gao Q; Lim S; Jia X, 2018, 'Improved joint sparse models for hyperspectral image classification based on a novel neighbour selection strategy', Remote Sensing, vol. 10, 10.3390/rs10060905

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, 10.1109/TGRS.2018.2849881

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, 10.1080/01431161.2018.1506593

Jia S; Wu K; Zhu J; Jia X, 2018, 'Spectral-Spatial Gabor Surface Feature Fusion Approach for Hyperspectral Imagery Classification', IEEE Transactions on Geoscience and Remote Sensing, 10.1109/TGRS.2018.2864983

Alam FI; Zhou J; Liew AWC; Jia X; Chanussot J; Gao Y, 2018, 'Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 10.1109/TGRS.2018.2867679

Farooq A; Hu J; Jia X, 2018, 'Analysis of Spectral Bands and Spatial Resolutions for Weed Classification Via Deep Convolutional Neural Network', IEEE Geoscience and Remote Sensing Letters, 10.1109/LGRS.2018.2869879

Deng Y; Wu C; Zhang X; Jia X, 2018, 'Examining the effectiveness of weighted spectral mixture analysis (WSMA) in urban environments', International Journal of Remote Sensing, 10.1080/01431161.2018.1539270

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, vol. 55, pp. 1210 - 1221, 10.1109/TGRS.2016.2621123

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, vol. 55, pp. 2399 - 2413, 10.1109/TGRS.2016.2642951

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, vol. 10, pp. 691 - 711, 10.1109/JSTARS.2016.2588980

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, 10.1109/TGRS.2017.2689798

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, vol. 55, pp. 2575 - 2588, 10.1109/TGRS.2017.2647815

Sun G; Zhang A; Ren J; Ma J; Wang P; Zhang Y; Jia X, 2017, 'Gravitation-based edge detection in hyperspectral images', Remote Sensing, vol. 9, 10.3390/rs9060592

Gao L; Zhao B; Jia X; Liao W; Zhang B, 2017, 'Optimized kernel minimum noise fraction transformation for hyperspectral image classification', Remote Sensing, vol. 9, 10.3390/rs9060548

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, vol. 9, 10.3390/rs9030261

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, vol. 55, pp. 3071 - 3083, 10.1109/TGRS.2017.2650938

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, 10.1109/TGRS.2017.2686444

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, vol. 9, 10.3390/rs9090899

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, 10.1109/TGRS.2017.2691906

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, vol. 14, pp. 1253 - 1257, 10.1109/LGRS.2017.2704625

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, vol. 60, pp. 38 - 48, 10.1016/j.jag.2017.04.006

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, vol. 14, pp. 2355 - 2359, 10.1109/LGRS.2017.2764915

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, vol. 38, pp. 3274 - 3293, 10.1080/01431161.2017.1292072

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, vol. 55, pp. 6547 - 6565, 10.1109/TGRS.2017.2729882

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, vol. 10, pp. 331 - 346, 10.1109/JSTARS.2016.2606504

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, vol. 54, pp. 1659 - 1669, 10.1109/TGRS.2015.2486780

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, vol. 363, pp. 52 - 71, 10.1016/j.ins.2016.05.007

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, vol. 75, 10.1007/s12665-016-5317-y

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, 10.1109/LGRS.2016.2584660

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, vol. 54, pp. 6232 - 6251, 10.1109/TGRS.2016.2584107

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, vol. 9, pp. 1606 - 1612, 10.1109/JSTARS.2015.2506268

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, vol. 37, pp. 4905 - 4922, 10.1080/01431161.2016.1225175

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, 10.1109/TGRS.2015.2509860

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, vol. 54, pp. 3235 - 3247, 10.1109/TGRS.2015.2514161

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, 10.1109/TGRS.2016.2603190

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, vol. 9, pp. 2081 - 2092, 10.1109/JSTARS.2015.2478914

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, vol. 9, pp. 625 - 639, 10.1109/JSTARS.2015.2470129

Zhao G; Zhao C; Jia X, 2016, 'Multilayer Unmixing for Hyperspectral Imagery with Fast Kernel Archetypal Analysis', IEEE Geoscience and Remote Sensing Letters, vol. PP, 10.1109/LGRS.2016.2595102

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, vol. 54, pp. 7351 - 7365, 10.1109/TGRS.2016.2600522

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, vol. 54, pp. 3174 - 3187, 10.1109/TGRS.2015.2513082

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, 10.1109/JSTARS.2016.2535467

Zhang A; Sun G; Ren J; Li X; Wang Z; Jia X, 2016, 'A Dynamic Neighborhood Learning-Based Gravitational Search Algorithm', IEEE Transactions on Cybernetics, 10.1109/TCYB.2016.2641986

Zhang G; Jia X; Hu J, 2015, 'Superpixel-based graphical model for remote sensing image mapping', IEEE Transactions on Geoscience and Remote Sensing, vol. 53, pp. 5861 - 5871, 10.1109/TGRS.2015.2423688

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, vol. 8, pp. 23 - 29, 10.1109/JSTARS.2014.2375066

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, 10.1109/TGRS.2015.2413409

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, 10.1109/TGRS.2015.2415587

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, 10.1109/JSTARS.2014.2336834

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, vol. 8, pp. 2381 - 2392, 10.1109/JSTARS.2015.2388577

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, 10.1109/JBHI.2014.2305445

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, vol. 53, pp. 5312 - 5326, 10.1109/TGRS.2015.2421051

Mamun M; Jia X; Ryan MJ, 2014, 'Nonlinear elastic model for flexible prediction of remotely sensed multitemporal images', IEEE Geoscience and Remote Sensing Letters, vol. 11, pp. 1005 - 1009, 10.1109/LGRS.2013.2284358

Hossain MA; Jia X; Pickering M, 2014, 'Subspace detection using a mutual information measure for hyperspectral image classification', IEEE Geoscience and Remote Sensing Letters, vol. 11, pp. 424 - 428, 10.1109/LGRS.2013.2264471

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, vol. 7, pp. 1976 - 1984, 10.1109/JSTARS.2014.2318018

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, 10.1109/JSTARS.2013.2264313

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, vol. 7, pp. 1007 - 1011, 10.1109/JSTARS.2014.2311915

Li S; Zhang B; Li A; Jia X; Gao L; Peng M, 2013, 'Hyperspectral imagery clustering with neighborhood constraints', IEEE Geoscience and Remote Sensing Letters, vol. 10, pp. 588 - 592, 10.1109/LGRS.2012.2215005

Yin J; Gao C; Jia X, 2013, 'A new target detector for hyperspectral data using cointegration theory', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 6, pp. 638 - 643, 10.1109/JSTARS.2013.2252603

Jia X; Kuo BC; Crawford MM, 2013, 'Feature mining for hyperspectral image classification', Proceedings of the IEEE, vol. 101, pp. 676 - 697, 10.1109/JPROC.2012.2229082

Yin J; Gao C; Jia X, 2013, 'Wavelet packet analysis and gray model for feature extraction of hyperspectral data', IEEE Geoscience and Remote Sensing Letters, vol. 10, pp. 682 - 686, 10.1109/LGRS.2012.2218569

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, vol. 26, pp. 2356 - 2371, 10.1016/j.engappai.2013.07.023

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, 10.1109/TGRS.2012.2227757

Ng TF; Pham TD; Jia X, 2012, 'Feature interaction in subspace clustering using the Choquet integral', Pattern Recognition, vol. 45, pp. 2645 - 2660, 10.1016/j.patcog.2012.01.019

Hasan M; Pickering MR; Jia X, 2012, 'Robust automatic registration of multimodal satellite images using CCRE with partial volume interpolation', IEEE Transactions on Geoscience and Remote Sensing, vol. 50, pp. 4050 - 4061, 10.1109/TGRS.2012.2187456

Zhang G; Jia X, 2012, 'Simplified conditional random fields with class boundary constraint for spectral-spatial based remote sensing image classification', IEEE Geoscience and Remote Sensing Letters, vol. 9, pp. 856 - 860, 10.1109/LGRS.2012.2186279

Huang Z; Jia X, 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

Youngentob KN; Renzullo LJ; Held AA; Jia X; Lindenmayer DB; Foley WJ, 2012, 'Using imaging spectroscopy to estimate integrated measures of foliage nutritional quality', Methods in Ecology and Evolution, vol. 3, pp. 416 - 426, 10.1111/j.2041-210X.2011.00149.x

Yin J; Gao C; Jia X, 2012, 'Using hurst and lyapunov exponent for hyperspectral image feature extraction', IEEE Geoscience and Remote Sensing Letters, vol. 9, pp. 705 - 709, 10.1109/LGRS.2011.2179005

Van der Meera FD; Jia X, 2012, 'Collinearity and orthogonality of endmembers in linear spectral unmixing', International Journal of Applied Earth Observation and Geoinformation, vol. 18, pp. 491 - 503, 10.1016/j.jag.2011.10.004

Zhang B; Luo W; Jia X, 2012, 'New improvements in parallel implementation of N-FINDR algorithm', IEEE Transactions on Geoscience and Remote Sensing, vol. 50, pp. 3648 - 3659, 10.1109/TGRS.2012.2185056

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, 10.1109/TGRS.2011.2121073

Zhang B; Li S; Jia X; Gao L; Peng M, 2011, 'Adaptive Markov random field approach for classification of hyperspectral imagery', IEEE Geoscience and Remote Sensing Letters, vol. 8, pp. 973 - 977, 10.1109/LGRS.2011.2145353

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, vol. 49, pp. 4103 - 4105, 10.1109/TGRS.2011.2167193

Youngentob KN; Roberts DA; Held AA; Dennison PE; Jia X; Lindenmayer DB, 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, 10.1016/j.rse.2010.12.012

Huang Z; 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, 10.1080/01431160903475399

Li F; Jia X; Fraser D; Lambert A, 2010, 'Super resolution for remote sensing images based on a universal hidden markov tree model', IEEE Transactions on Geoscience and Remote Sensing, vol. 48, pp. 1270 - 1278, 10.1109/TGRS.2009.2031636

Xiao Y; Tien D; Jia XP, 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, 10.1504/IJISTA.2010.036576

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, 10.1109/LGRS.2009.2023604

Wang L; Jia X, 2009, 'Integration of soft and hard classifications using extended support vector machines', IEEE Geoscience and Remote Sensing Letters, vol. 6, pp. 543 - 547, 10.1109/LGRS.2009.2020924

Richards JA; Jia X, 2008, 'Using suitable neighbors to augment the training set in hyperspectral maximum likelihood classification', IEEE Geoscience and Remote Sensing Letters, vol. 5, pp. 774 - 777, 10.1109/LGRS.2008.2005512

Jia X; Richards JA, 2008, 'Managing the spectral-spatial mix in context classification using Markov random fields', IEEE Geoscience and Remote Sensing Letters, vol. 5, pp. 311 - 314, 10.1109/LGRS.2008.916076

Wang L; Jia X; Zhang Y, 2007, 'A novel geometry-based feature-selection technique for hyperspectral imagery', IEEE Geoscience and Remote Sensing Letters, vol. 4, pp. 171 - 175, 10.1109/LGRS.2006.887142

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, 10.1109/TGRS.2007.893821

Huang Z; Jia X; Turner BJ; Dury SJ; Wallis IR; Foley WJ, 2007, 'Estimating nitrogen in eucalypt foliage by automatically extracting tree spectra from HyMap™ data', Photogrammetric Engineering and Remote Sensing, vol. 73, pp. 397 - 401, 10.14358/PERS.73.4.397

Zhang B; Jia X; Chen Z; Tong Q, 2006, 'A patch-based image classification by integrating hyperspectral data with GIS', International Journal of Remote Sensing, vol. 27, pp. 3337 - 3346, 10.1080/01431160500409577

Richards JA; Jia X, 2006, 'Remote sensing digital image analysis: An introduction', Remote Sensing Digital Image Analysis: An Introduction, pp. 1 - 439, 10.1007/3-540-29711-1

Li F; Fraser D; Jia X, 2006, 'Improved IBP for super-resolving remote sensing images', Geographic Information Sciences, vol. 12, pp. 106 - 111, 10.1080/10824000609480624

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, 10.1109/LGRS.2005.846437

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, 10.1109/TGRS.2003.810710

Jia X, 2003, 'On error correction and accuracy assessment of satellite imagery registration', The Globe, vol. 54, pp. 35 - 38

Jia X; Richards JA, 2002, 'Cluster-space representation for hyperspectral data classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 40, pp. 593 - 598, 10.1109/TGRS.2002.1000319

Jia X; Richards JA, 1999, 'Segmented principal components transformation for efficient hyperspectral remote-sensing image display and classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 37, pp. 538 - 542, 10.1109/36.739109

Jia X; Richards JA, 1998, 'Progressive two-class decision classifier for optimization of class discriminations', Remote Sensing of Environment, vol. 63, pp. 289 - 297, 10.1016/S0034-4257(97)00164-8

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, 10.1109/36.295042

Jia X; Richards JA, 1993, 'Binary coding of imaging spectrometer data for fast spectral matching and classification', Remote Sensing of Environment, vol. 43, pp. 47 - 53, 10.1016/0034-4257(93)90063-4

Conference Papers

Zhu Y; Yin X; Jia X; Hu J, 2018, 'Latent fingerprint segmentation based on convolutional neural networks', in 2017 IEEE Workshop on Information Forensics and Security, WIFS 2017, pp. 1 - 6, presented at , 10.1109/WIFS.2017.8267655

Li S; Zhang B; Jia X; Wu H, 2017, 'Fusion multiscale superpixel features for classification of hyperspectral images', in Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, presented at , 10.1109/WHISPERS.2016.8071751

Huang Z; Jia X, 2017, '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, presented at , 10.1109/WHISPERS.2013.8080625

Hossain MA; Jia X; Pickering M, 2017, '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, presented at , 10.1109/WHISPERS.2013.8080632

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), pp. 358 - 369, presented at , 10.1007/978-3-319-71598-8_32

Guo Y; Jia X; Paull D, 2017, 'A domain-transfer support vector machine for multi-temporal remote sensing imagery classification', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 2215 - 2218, presented at , 10.1109/IGARSS.2017.8127428

Farooq A; Hu J; Jia X, 2017, 'Efficient object proposals extraction for target detection in VHR remote sensing images', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3337 - 3340, presented at , 10.1109/IGARSS.2017.8127712

Zhang J; Jia X; Hu J, 2017, 'Motion Flow Clustering for Moving Vehicle Detection from Satellite High Definition Video', in DICTA 2017 - 2017 International Conference on Digital Image Computing: Techniques and Applications, pp. 1 - 7, presented at , 10.1109/DICTA.2017.8227465

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, presented at , 10.1109/IGARSS.2016.7729346

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, presented at , 10.1109/IGARSS.2016.7729203

Alam FI; Zhou J; Liew AWC; Jia X, 2016, 'CRF learning with CNN features for hyperspectral image segmentation', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 6890 - 6893, presented at , 10.1109/IGARSS.2016.7730798

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, presented at , 10.1109/IGARSS.2016.7729115

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, presented at , 10.1109/Multi-Temp.2015.7245794

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, presented at , 10.1109/ICSPCC.2015.7338968

Xu M; Jia X; Pickering M, 2015, 'Cloud effects removal via sparse representation', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 605 - 608, presented at , 10.1109/IGARSS.2015.7325836

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, presented at , 10.1109/IGARSS.2015.7326965

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, presented at , 10.1109/IGARSS.2014.6946983

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, presented at , 10.1109/IGARSS.2014.6946756

Fu Y; Jia X; Huang W; Wang J, 2014, 'A comparative analysis of mutual information based feature selection for hyperspectral image classification', in 2014 IEEE China Summit and International Conference on Signal and Information Processing, IEEE ChinaSIP 2014 - Proceedings, pp. 148 - 152, presented at , 10.1109/ChinaSIP.2014.6889220

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, presented at , 10.1109/IGARSS.2013.6723581

Hossain MA; Jia X; Pickering M, 2013, 'Incorporating spatial properties in subspace detection', in International Geoscience and Remote Sensing Symposium (IGARSS), International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3986 - 3989, presented at International Geoscience and Remote Sensing Symposium (IGARSS), 21 - 26 July 2013, 10.1109/IGARSS.2013.6723706

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, presented at , 10.1109/CISP.2013.6743954

Guo Y; Jia X; Paull D, 2013, 'Sequential classifier training for rice mapping with multitemporal remote sensing imagery', in ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, pp. 161 - 165, presented at , 10.5194/isprs-annals-IV-4-W2-161-2017

Zhang G; Jia X; Kwok NM, 2012, 'Super pixel based remote sensing image classification with histogram descriptors on spectral and spatial data', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 4335 - 4338, presented at , 10.1109/IGARSS.2012.6351708

He M; Wei F; Jia X, 2012, 'Globally maximizing, locally minimizing: Regularized Nonnegative Matrix Factorization for hyperspectral data feature extraction', in Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, presented at , 10.1109/WHISPERS.2012.6874325

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, presented at , 10.1109/CISP.2011.6100336

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 - 11 December 2011

Xiao Y; Pham TD; Jia X; Zhou X; Yan H, 2010, 'Correlation-based cluster-space transform for major adverse cardiac event prediction', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 2003 - 2007, presented at , 10.1109/ICSMC.2010.5641728

Chen X; Chen J; Jia X; Wu J, 2010, 'Impact of collinearity on linear and nonlinear spectral mixture analysis', in 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010 - Workshop Program, presented at , 10.1109/WHISPERS.2010.5594918

Kwok NM; Jia X; Wang D; Chen SY; Ha QP; Fang G, 2010, 'Image contrast enhancement based on histogram smoothing and continuous intensity relocation', in Proceedings - 2010 3rd International Congress on Image and Signal Processing, CISP 2010, pp. 688 - 692, presented at , 10.1109/CISP.2010.5647206

Wang D; Kwok NM; Jia X; Li F, 2010, 'A cellular automata based crowd behavior model', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 218 - 225, presented at , 10.1007/978-3-642-16527-6_28

Wang D; Kwok NM; Fang G; Jia X; Li F, 2010, 'Ants based Control of Swarm Robots for bushfire fighting', in Proceedings - International Conference on Artificial Intelligence and Computational Intelligence, AICI 2010, pp. 528 - 532, presented at , 10.1109/AICI.2010.116

Li F; Jia X; Tien D; Wang D; Kwok NM, 2010, 'Fast human identification for video-based surveillance', in RPC 2010 - 1st Russia and Pacific Conference on Computer Technology and Applications, pp. 259 - 263, presented at

Hasan M; Pickering M; Robles-Kelly A; Zhou J; Jia X, 2010, 'Regisration of hyperspectral and trichromatic images via cross cumulative residual entropy maximisation', in Proceedings - International Conference on Image Processing, ICIP, pp. 2329 - 2332, presented at , 10.1109/ICIP.2010.5651054

Mamun A; Jia X; Ryan M, 2010, 'Optimizing multitemporal data regression for minimizing residual entropy', in International Conference on Electric Power Systems, High voltages, Electric machines, International conference on Remote sensing - Proceedings, pp. 229 - 234, presented at

Jia X; Dey C; Fraser D; Lymburner L; Lewis A, 2010, 'Controlled spectral unmixing using extended support vector machines', in 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010 - Workshop Program, presented at , 10.1109/WHISPERS.2010.5594843

Al Mamun M; Jia X; Ryan M, 2010, 'Sequential multispectral images compression for efficient lossless data transmission', in 2010 2nd IITA International Conference on Geoscience and Remote Sensing, IITA-GRS 2010, pp. 615 - 618, presented at , 10.1109/IITA-GRS.2010.5602336

Zhang G; Jia X; Pham TD; Crane DI, 2010, 'Multistage spatial property based segmentation for quantification of fluorescence distribution in cells', in AIP Conference Proceedings, pp. 3 - 12, presented at , 10.1063/1.3314268

Al Mamun M; Jia X; Ryan M, 2009, 'Adaptive data compression for efficient sequential transmission and change updating of remote sensing images', in International Geoscience and Remote Sensing Symposium (IGARSS), presented at , 10.1109/IGARSS.2009.5417422

Mamun A; Jia X; Ryan M, 2009, 'Combined time domain and spectral domain data compression for fast multispectral imagery updating', in DICTA 2009 - Digital Image Computing: Techniques and Applications, pp. 285 - 290, presented at , 10.1109/DICTA.2009.54

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 - 03 December 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, presented at

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, presented at , 01 January 2008

Lina H; Wanga J; Jia X; Bo Y; Wang D; Wang Z, 2008, 'Evaluation of modis land cover product of east china', in International Geoscience and Remote Sensing Symposium (IGARSS), presented at , 10.1109/IGARSS.2008.4779834

Jia X; Xiao Y; Pickering MR, 2008, 'Efficient target detection by object-based thematic mapping using remote sensing imagery', in Proceedings of SPIE - The International Society for Optical Engineering, presented at , 10.1117/12.800160

Mamun MA; Jia X; Ryan M, 2008, 'Sequential transmission of remote sensing data using a linear model to update change', in Proceedings - Digital Image Computing: Techniques and Applications, DICTA 2008, pp. 104 - 110, presented at , 10.1109/DICTA.2008.62

Dey C; Jia X; Fraser D, 2008, 'Decision fusion for reliable flood mapping using remote sensing images', in Proceedings - Digital Image Computing: Techniques and Applications, DICTA 2008, pp. 184 - 190, presented at , 10.1109/DICTA.2008.65

Li F; Jia X; Fraser D, 2008, 'Universal hmt based super resolution for remote sensing images', in Proceedings - International Conference on Image Processing, ICIP, pp. 333 - 336, presented at , 10.1109/ICIP.2008.4711759

Li F; Fraser D; Jia X; Lambert A, 2008, 'Wavelet domain denoising by using the universal hidden Markov tree model', in Proceedings of SPIE - The International Society for Optical Engineering, presented at , 10.1117/12.794064

Elmes S; Jia X; Pickering MR, 2008, 'Automatic target recognition from surveillance images using phase mutual information', in Proceedings of SPIE - The International Society for Optical Engineering, presented at , 10.1117/12.777445

Pickering MR; Yi X; Xiuping J, 2008, 'Registration of multi-sensor remote sensing imagery by gradient-based optimization of cross-cumulative residual entropy', in Proceedings of SPIE - The International Society for Optical Engineering, presented at , 10.1117/12.777016

Huang Z; Jia X; Ge L, 2007, 'A sampling strategy for a single step land cover change classification', in Proceedings of SPIE - The International Society for Optical Engineering, presented at , 10.1117/12.761233

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, presented at , 10.1109/IGARSS.2007.4423670

Yi X; Jia X; Tien D, 2007, 'A knowledge based classification for urban mapping using high resolution remote sensing data', in Proceedings - Digital Image Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society, DICTA 2007, pp. 586 - 591, presented at , 10.1109/DICTA.2007.4426851

Feng L; Fraser D; Xiuping J, 2007, 'Wavelet domain deblurring and denoising for image resolution improvement', in Proceedings - Digital Image Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society, DICTA 2007, pp. 373 - 379, presented at , 10.1109/DICTA.2007.4426821

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 - 07 December 2007

Jia X, 2006, 'Class modeling and remote sensing image classification using selected spectral and spatial features', in ICIS '06: International Congress of Imaging Science - Final Program and Proceedings, pp. 302 - 305, presented at

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 - 24 November 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 - 24 November 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 - 24 November 2006

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, presented at

Jia X, (eds.), 2005, 'Multiclass support vector machines classification for hyperspectral data', in 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 - 29 April 2005

Richards JA; Jia X, 2004, 'Context classification using evidential relaxation', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 532 - 535, presented at

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, presented at , 10.1109/WARSD.2003.1295222

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 - 05 September 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 - 05 September 2002

Jia X, 2002, 'Simplified maximum likelihood classification for hyperspectral data in cluster space', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 2578 - 2580, presented at

Huang Z; Jia X; Turner B; Foley W; Dury S, 2002, 'Use of HYMAP image data to estimate sideroxylonal-A concentration of eucalypt foliage', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1652 - 1654, presented at

Jia X; Ryan M; Pickering M, 2001, 'Fast classification of V-Q compressed hyperspectral data', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1862 - 1864, presented at

Dury SJ; Jia X, 2001, 'Use of a hybrid supervised and unsupervised classification model to determine nitrogen concentration of eucalypt tree foliage using HyMap data', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 640 - 642, presented at

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 - 25 August 2000

Dury S; Jia X; Turner B; Dibley G, 2000, '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 - 25 August 2001

Jia X, 2000, 'Cluster-space hyperspectral data representation for mixed pixel analysis', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 2167 - 2169, presented at

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 - 25 November 1999

Jia X; Richards JA, (ed.), 1998, 'An overview: Hyperspectral remote sensing data analysis and interpretation', in 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 - 24 July 1998

Jia X, 1997, 'Block-based maximum likelihood classification for hyperspectral remote sensing data', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 778 - 780, presented at

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 - 08 December 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, presented at

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 - 04 March 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 - 06 November 1992

Conference Presentations

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', in Real-time adaptive radiotherapy on an MRI-Linac: End-to-end proof-of-principle demonstration, 5th international MR in RT Symposium, Sydney, presented at 5th international MR in RT Symposium, Sydney, 20 - 23 June 2017

Zhang K; Jia X; Keall P; Liney G, 2016, 'Workflow and software for MRI real-time guided radiotherapy', in Workflow and software for MRI real-time guided radiotherapy, EPSM, Sydney, presented at EPSM, Sydney, 06 - 10 November 2016

Xu M; Jia X; Pickering M; Plaza A, 2015, 'Restoration of cloud-contaminated optical remote sensing imag-es using a spectral unmixing technique', in Restoration of cloud-contaminated optical remote sensing imag-es using a spectral unmixing technique, EMSR 2015, Sanya, China, presented at EMSR 2015, Sanya, China, 25 - 27 November 2015

Mamun M; Jia X; Ryan M, 2010, 'FOUR-DIMENSIONAL COMPRESSION FOR THE LOSSLESS TRANSMISSION OF REMOTELY SENSED DATA', in NASA Conference on Intelligent Data Understanding, Conference on Intelligent Data Understanding, Mountain View, US, presented at Conference on Intelligent Data Understanding, Mountain View, US, 05 - 06 October 2010

Jia X, 2008, 'Satellite remote sensing: A tool for environmental education', in Satellite remote sensing: A tool for environmental education, 15th Biennial National Conference on Environmental Education Up the Track, Charles Darwin Uni, presented at 15th Biennial National Conference on Environmental Education Up the Track, Charles Darwin Uni, 09 - 12 July 2008

Jia X, 2006, 'Teaching to fit student learning', in Teaching to fit student learning, The HERDSA International Conference, Perth, Australia, presented at The HERDSA International Conference, Perth, Australia, 09 - 12 July 2006

Jia X, 2001, 'Mixed Pixel Analysis for Land Cover change Assessment', in International Conference on Land Use/Cover Change Dynamics, International Conference on Land Use/Cover Change Dynamics, Beijing, China, presented at International Conference on Land Use/Cover Change Dynamics, Beijing, China, 26 - 30 August 2001

Conference Abstracts

Lau W; Jia X; Ge L, Landslide prediction using vegetation index, surface temperature and surface moisture content derived from Landsat data

Jia X; Landgrebe D, Larger area classification

Jia X; Richards J, Feature reduction using a supervised hierarchical classifier