By Associate Professor Xiuping Jia

Conference Papers

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

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, 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, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000380573100215&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

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

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

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

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, presented at DICTA 2012 (Digital Image Computing: Techniques and Applications), Fremantle, Western Australia, 03 December 2012 - 05 December 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, presented at DICTA 2012 (Digital Image Computing: Techniques and Applications), Fremantle, Western Australia, 03 December 2012 - 05 December 2012

Zhang G; Jia X; Kwok NM, 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

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

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, Wuhan, China, presented at International CiSE 2011, Wuhan, China, 09 December 2011 - 11 December 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

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

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

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