By Associate Professor Xiuping Jia

Journal articles

Jia X; Richards JA, 1998, 'Progressive Two-Class Decision Classifier for Optimization of Class Discrimination', Remote Sensing of Environment, pp. 289 - 297

Jia X; Richards JA, 1994, 'Efficient Maximum Likelihood Classification for Imaging Spectrometer Data Sets', IEEE Transactions on Geoscience and Remote Sensing, 32, pp. 274 - 281, http://dx.doi.org/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, 43, pp. 47 - 53, http://dx.doi.org/10.1016/0034-4257(93)90063-4

Conference Papers

Zhang J; Hu J; Jia X, 2023, 'Learning Discriminative Features with Attention Based Dual-Stream Decoder for Weakly Supervised Solar Panel Mapping', in Workshop on Hyperspectral Image and Signal Processing Evolution in Remote Sensing, http://dx.doi.org/10.1109/WHISPERS61460.2023.10430528

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, pp. 1181 - 1184, http://dx.doi.org/10.1109/IGARSS46834.2022.9884698

Zhang J; Zhang J; Jia X, 2021, 'LEARNING VIA WATCHING: A WEAKLY SUPERVISED MOVING OBJECT DETECTOR FOR SATELLITE VIDEOS', in International Geoscience and Remote Sensing Symposium IGARSS, pp. 2333 - 2336, http://dx.doi.org/10.1109/IGARSS47720.2021.9554146

Zhang J; Jia X; Hu J, 2021, 'WEAKLY SUPERVISED SOLAR PANEL MAPPING USING RESIDUAL AGGREGATED NETWORK FOR AERIAL IMAGES', in International Geoscience and Remote Sensing Symposium IGARSS, pp. 2787 - 2790, http://dx.doi.org/10.1109/IGARSS47720.2021.9555007

Zhang J; Jia X; Hu J, 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

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

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

Farooq A; Jia X; Hu J; Zhou J; Awan AF, 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, Institute of Electrical and Electronics Engineers (IEEE), NETHERLANDS, Amsterdam, pp. 01 - 05, presented at 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), NETHERLANDS, Amsterdam, 24 September 2019 - 26 September 2019, http://dx.doi.org/10.1109/WHISPERS.2019.8920832

Farooq A; Jia X; Zhou J; Awan AF, 2019, 'Texture and shape features for grass weed classification using hyperspectral remote sensing images', in International Geoscience and Remote Sensing Symposium IGARSS, Institute of Electrical and Electronics Engineers (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

Guo Y; Jia X; Paull D; Zhang J; Farooq A; Chen X; Islam MN, 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

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

Guo Y; Jia X; Paull D, 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

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

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, pp. 5421 - 5424, http://dx.doi.org/10.1109/IGARSS.2019.8900572

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

Zhang J; Jia X; Hu J; Tan K, 2018, 'Satellite Multi-vehicle Tracking under Inconsistent Detection Conditions by Bilevel K-shortest Paths Optimization', in Murshed M; Paul M; Asikuzzaman M; Pickering M; Natu A; RoblesKelly A; You S; Zheng L; Rahman A (eds.), 2018 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA), IEEE, AUSTRALIA, Canberra, pp. 801 - 808, presented at International Conference on Digital Image Computing - Techniques and Applications (DICTA), AUSTRALIA, Canberra, 10 December 2018 - 13 December 2018

Zhao D; Zhou H; Rong S; Jia X, 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

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

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

Madigan E; Guo Y; Pickering M; Held A; Jia X, 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

Farooq A; Hu J; Jia X; Awan AF, 2018, 'Weed classification in hyperspectral remote sensing images via deep convolutional neural network', in International Geoscience and Remote Sensing Symposium IGARSS, Institute of Electrical and Electronics Engineers (IEEE), SPAIN, Valencia, pp. 3816 - 3819, presented at IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, SPAIN, Valencia, 22 July 2018 - 27 July 2018, http://dx.doi.org/10.1109/IGARSS.2018.8518541

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), Institute of Electrical and Electronics Engineers (IEEE), Valencia, Spain, pp. 7074 - 7077, presented at 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 22 July 2018 - 27 April 2018, http://dx.doi.org/10.1109/IGARSS.2018.8519575

Zhu Y; Yin X; Jia X; Hu J, 2017, 'Latent Fingerprint Segmentation Based on Convolutional Neural Networks', in 2017 IEEE Workshop on Information Forensics and Security (WIFS), Rennes, France, 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

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, 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

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

Guo Y; Jia X; Paull D, 2017, 'Sequential classifier training for rice mapping with multitemporal remote sensing imagery', Cambridge, MA, United States, presented at 2nd International Symposium on Spatiotemporal Computing (ISSC), Cambridge, MA, United States, 07 August 2017 - 09 August 2017

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), 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

Farooq A; Hu J; Jia X; Awan AF, 2017, 'Efficient object proposals extraction for target detection in VHR remote sensing images', in International Geoscience and Remote Sensing Symposium (IGARSS), Institute of Electrical and Electronics Engineers (IEEE), 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

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

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, http://dx.doi.org/10.1109/IGARSS.2016.7730798

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

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

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

Li S; Zhang B; Jia X; Wu H, 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

Jia S; Deng B; Jia X, 2016, 'Superpixel-level sparse representation-based classification for hyperspectral imagery', in 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, pp. 3302 - 3305, 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

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

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

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

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

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

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

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

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

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, 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

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

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

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

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