Xiuping Jia

发表

A Discontinuity Preserving Relaxation Scheme for Spectral–Spatial Hyperspectral Image Classification

Antonio J. Plaza, Jun Li, Mahdi Khodadadzadeh, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Cognitive Modelling and Learning for Multimedia Mining and Understanding

Amir Hussain, Xiuping Jia, Jinchang Ren, 2019, Cognitive Computation.

Spectral–Spatial Hyperspectral Image Classification Using a Multiscale Conservative Smoothing Scheme and Adaptive Sparse Representation

Xiuping Jia, Qishuo Gao, Samsung Lim, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Deep Fusion of Remote Sensing Data for Accurate Classification

Xiuping Jia, Yanfeng Gu, Pedram Ghamisi, 2017, IEEE Geoscience and Remote Sensing Letters.

Generalization of Subpixel Analysis for Hyperspectral Data With Flexibility in Spectral Similarity Measures

Jin Chen, Xiuping Jia, Wei Yang, 2009, IEEE Transactions on Geoscience and Remote Sensing.

Combinational Build-Up Index (CBI) for Effective Impervious Surface Mapping in Urban Areas

Xiuping Jia, Genyun Sun, Zhenjie Wang, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Globally maximizing, locally minimizing: Regularized Nonnegative Matrix Factorization for hyperspectral data feature extraction

Feng Wei, Xiuping Jia, Mingyi He, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

A patch‐based image classification by integrating hyperspectral data with GIS

Xiuping Jia, Zhengchao Chen, Qingxi Tong, 2006 .

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

Xiuping Jia, Pedram Ghamisi, Yushi Chen, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Spectral unmixing for fire smoke detection and removal

Mark R. Pickering, Xiuping Jia, Meng Xu, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Automatic cloud removal for Landsat 8 OLI images using cirrus band

Mark R. Pickering, Xiuping Jia, Meng Xu, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification

Jon Atli Benediktsson, Xiuping Jia, Pedram Ghamisi, 2019, Remote. Sens..

Subspace Detection Using a Mutual Information Measure for Hyperspectral Image Classification

Mark R. Pickering, Xiuping Jia, Md. Ali Hossain, 2014, IEEE Geoscience and Remote Sensing Letters.

Latent fingerprint segmentation based on convolutional neural networks

Jiankun Hu, Xiuping Jia, Yanming Zhu, 2017, 2017 IEEE Workshop on Information Forensics and Security (WIFS).

Improving Impervious Surface Estimation by Integrating Multispectral and Nighttime Light Images

Xiaolin Chen, Xiuping Jia, Genyun Sun, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Incorporating spatial properties in subspace detection

Mark R. Pickering, Xiuping Jia, Md. Ali Hossain, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Segment-Oriented Depiction and Analysis for Hyperspectral Image Data

Xiuping Jia, Jihao Yin, Xiaoyan Luo, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Feature interaction in subspace clustering using the Choquet integral

Xiuping Jia, Tuan D. Pham, Theam Foo Ng, 2012, Pattern Recognit..

High-quality spectral-spatial reconstruction using saliency detection and deep feature enhancement

Yunsong Li, Jie Lei, Xiuping Jia, 2019, Pattern Recognit..

A Fully Automated Latent Fingerprint Matcher with Embedded Self-learning Segmentation Module pdf

Jiankun Hu, Xiuping Jia, Jinwei Xu, 2014, ArXiv.

A stability constrained adaptive alpha for gravitational search algorithm

Ping Ma, Xiuping Jia, Jinchang Ren, 2018, Knowl. Based Syst..

Texture and Shape Features for Grass Weed Classification Using Hyperspectral Remote Sensing Images

Jun Zhou, Xiuping Jia, Adnan Farooq, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

A Dempster–Shafer Relaxation Approach to Context Classification

John A. Richards, Xiuping Jia, X. Jia, 2007, IEEE Transactions on Geoscience and Remote Sensing.

Ants Based Control of Swarm Robots for Bushfire Fighting

Xiuping Jia, D. Wang, N.M. Kwok, 2010, 2010 International Conference on Artificial Intelligence and Computational Intelligence.

Automatic Ground Control Points Refinement For Remote Sensing Imagery Registration

Xiuping Jia, X. Jia, 2005, 2005 International Conference on Intelligent Sensors, Sensor Networks and Information Processing.

Spectral Unmixing in Multiple-Kernel Hilbert Space for Hyperspectral Imagery

Xiuping Jia, Yanfeng Gu, Shizhe Wang, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data

Qian Du, Antonio J. Plaza, Fred A. Kruse, 2011 .

Cointegration theory for adaptive target detection in hyperspectral images

Xiuping Jia, Chao Gao, Jihao Yin, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Three-Dimensional Local Binary Patterns for Hyperspectral Imagery Classification

Qingquan Li, Jiasong Zhu, Sen Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Subspace detection based on the combination of nonlinear feature extraction and feature selection

Xiuping Jia, Md. Ali Hossain, Mark Pickering, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Examining the effectiveness of weighted spectral mixture analysis (WSMA) in urban environments

Xiuping Jia, Xin Zhang, Changshan Wu, 2018, International Journal of Remote Sensing.

Multiple 3-D Feature Fusion Framework for Hyperspectral Image Classification

Qingquan Li, Jiasong Zhu, Sen Jia, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Urban-Rural Fringe Recognition with the Integration of Optical and Nighttime Lights Data

Xiaolin Chen, Xiuping Jia, Mark Pickering, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

An Improved Combination of Spectral and Spatial Features for Vegetation Classification in Hyperspectral Images

Xiaoyu Song, Jihua Wang, Chunjiang Zhao, 2017, Remote. Sens..

Use of HYMAP image data to estimate sideroxylonal-A concentration of eucalypt foliage

Xiuping Jia, Zhi Huang, Brian Turner, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Mixed Pixel Analysis for Flood Mapping Using Extended Support Vector Machine

Xiuping Jia, L. Wang, Donald Fraser, 2009, 2009 Digital Image Computing: Techniques and Applications.

Simplified Conditional Random Fields With Class Boundary Constraint for Spectral-Spatial Based Remote Sensing Image Classification

Xiuping Jia, Guangyun Zhang, X. Jia, 2012, IEEE Geoscience and Remote Sensing Letters.

Multiparameter Optimization for Mineral Mapping Using Hyperspectral Imagery

Na Li, Xiuping Jia, Huijie Zhao, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Foreword to the Special Issue on Machine Learning for Remote Sensing Data Processing

Erzsébet Merényi, Manuel Graña, Xiuping Jia, 2014, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping

Xiaolin Chen, Xiuping Jia, Jinchang Ren, 2017, Int. J. Appl. Earth Obs. Geoinformation.

Landscape structure based super-resolution mapping from remotely sensed imagery

Jindi Wang, Xiuping Jia, Yanchen Bo, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification

Jon Atli Benediktsson, Jocelyn Chanussot, Xiuping Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Spectral-spatial based super pixel remote sensing image classification

Xiuping Jia, Guangyun Zhang, Ngai M. Kwok, 2011, 2011 4th International Congress on Image and Signal Processing.

Cluster-space hyperspectral data representation for mixed pixel analysis

Xiuping Jia, X. Jia, 2000, IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120).

Feature Mining for Hyperspectral Image Classification A general overview and analysis of feature reduction methods for classification of hyperspectral images is provided. Experimental results give the performance of selected feature selection and feature extraction approaches.

Bor-Chen Kuo, Xiuping Jia, Melba M. Crawford, 2013 .

Combinational shadow index for building shadow extraction in urban areas from Sentinel-2A MSI imagery

Lin Sun, Xiaolin Chen, Xiuping Jia, 2019, Int. J. Appl. Earth Obs. Geoinformation.

Modified SIFT for multi-modal remote sensing image registration

Mark R. Pickering, Xiuping Jia, Mahmudul Hasan, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

A Nighttime Lights Adjusted Impervious Surface Index (NAISI) with Integration of Landsat Imagery and Nighttime Lights Data from International Space Station

Mark R. Pickering, Xiuping Jia, Xiaolin Chen, 2019, Int. J. Appl. Earth Obs. Geoinformation.

A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification

Bo Du, Liangpei Zhang, Xiuping Jia, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Combined Time Domain and Spectral Domain Data Compression for Fast Multispectral Imagery Updating

Xiuping Jia, Michael Ryan, Md. Al Mamun, 2009, 2009 Digital Image Computing: Techniques and Applications.

Quantitative Monitoring of Complete Rice Growing Seasons Using Sentinel 2 Time Series Images

Xiuping Jia, Mark Pickering, Alex Held, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Crater Detection Based on Gist Features

Xiuping Jia, Jihao Yin, Hui Li, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network

Xing Zhao, Xiuping Jia, Yushi Chen, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Cloud effects removal via sparse representation

Mark R. Pickering, Xiuping Jia, Meng Xu, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

A Novel Adversarial Based Hyperspectral and Multispectral Image Fusion

Xiuping Jia, Jihao Yin, Xiaoyan Luo, 2019, Remote. Sens..

Wavelet Packet Analysis and Gray Model for Feature Extraction of Hyperspectral Data

Xiuping Jia, Chao Gao, Jihao Yin, 2013, IEEE Geoscience and Remote Sensing Letters.

Feature selection using Kernel based Local Fisher Discriminant Analysis for hyperspectral image classification

Xiuping Jia, Guangyun Zhang, X. Jia, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

A domain-transfer support vector machine for multi-temporal remote sensing imagery classification

Xiuping Jia, David Paull, Yiqing Guo, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Automatic registration of SAR and optical imagery using cross-cumulative residual entropy

Mark R. Pickering, Yi Xiao, Xiuping Jia, 2009, Remote Sensing.

Block-based maximum likelihood classification for hyperspectral remote sensing data

Xiuping Jia, X. Jia, 1997, IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development.

Controlling the spectral-spatial mix in context classification using Markov Random Fields

John A. Richards, Xiuping Jia, X. Jia, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

A Cellular Automata Based Crowd Behavior Model

Feng Li, Xiuping Jia, Dalong Wang, 2010, AICI.

Normalized difference phytoplankton index (NDPI) and spatio-temporal cloud filtering for multitemporal cyanobacteria pollution analysis on Erie Lake in 2014

Huan Liu, Xiuping Jia, Yanfeng Gu, 2015, 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp).

Super Resolution for Remote Sensing Images Based on a Universal Hidden Markov Tree Model

Feng Li, Xiuping Jia, Andrew J. Lambert, 2010, IEEE Transactions on Geoscience and Remote Sensing.

Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification

Xinchang Zhang, Antonio J. Plaza, Jun Li, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

DMMOGSA: Diversity-enhanced and memory-based multi-objective gravitational search algorithm

Xiaodong Li, Xiuping Jia, Aizhu Zhang, 2016, Inf. Sci..

CRF learning with CNN features for hyperspectral image segmentation

Jun Zhou, Alan Wee-Chung Liew, Fahim Irfan Alam, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Improved IBP for Super-resolving Remote Sensing Images

Feng Li, Xiuping Jia, Donald Fraser, 2006, Ann. GIS.

Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization

Yunsong Li, Jie Lei, Xiuping Jia, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Improved Low Rank plus Structured Sparsity and Unstructured Sparsity Decomposition for Moving Object Detection in Satellite Videos

Junpeng Zhang, Xiuping Jia, X. Jia, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Spectral constraint adversarial autoencoders approach to feature representation in hyperspectral anomaly detection

Xiuping Jia, Yunsong Li, Baozhu Liu, 2019, Neural Networks.

Impact of collinearity on linear and nonlinear spectral mixture analysis

Jin Chen, Xiuping Jia, Jin Wu, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Managing the Spectral-Spatial Mix in Context Classification Using Markov Random Fields

John A. Richards, Xiuping Jia, X. Jia, 2008, IEEE Geoscience and Remote Sensing Letters.

Automatic target recognition from surveillance images using phase mutual information

Mark R. Pickering, Xiuping Jia, Scott Elmes, 2008, SPIE Defense + Commercial Sensing.

Sources and Characteristics of Remote Sensing Image Data

Xiuping Jia, John A. Richards, X. Jia, 2013 .

Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification

Jun Zhou, Alan Wee-Chung Liew, Jocelyn Chanussot, 2019, IEEE Transactions on Geoscience and Remote Sensing.

A New Path to Construct Parametric Orientation Field: Sparse FOMFE Model and Compressed Sparse FOMFE Model pdf

Jiankun Hu, Xiuping Jia, Jinwei Xu, 2014, ArXiv.

A Sparse Representation Method for a Priori Target Signature Optimization in Hyperspectral Target Detection

Hongsheng Zhang, Xiuping Jia, Ting Wang, 2018, IEEE Access.

Multi-Resolution Weed Classification via Convolutional Neural Network and Superpixel Based Local Binary Pattern Using Remote Sensing Images

Jiankun Hu, Jun Zhou, Xiuping Jia, 2019, Remote. Sens..

Hyperspectral Image Unmixing Based on Fast Kernel Archetypal Analysis

Chunhui Zhao, Xiuping Jia, Genping Zhao, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Fuzzy Knowledge-Based Subspace Clustering for Life Science Data Analysis

Xiuping Jia, Tuan D. Pham, Theam Foo Ng, 2013 .

Cluster-space representation for hyperspectral data classification

John A. Richards, Xiuping Jia, 2002, IEEE Trans. Geosci. Remote. Sens..

Hyperspectral Image Classification Using Convolutional Neural Networks and Multiple Feature Learning

Xiuping Jia, Qishuo Gao, Samsung Lim, 2018, Remote. Sens..

A Super Resolution Algorithm for Atmospherically Degraded Images Using Lucky Regions and MAP-uHMT

Feng Li, Xiuping Jia, Zhiying Wen, 2009, 2009 Digital Image Computing: Techniques and Applications.

Superpixel-Based Multitask Learning Framework for Hyperspectral Image Classification

Qingquan Li, Jiasong Zhu, Bin Deng, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Optimized Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification

Lianru Gao, Bin Zhao, Bing Zhang, 2017, Remote. Sens..

Super pixel based remote sensing image classification with histogram descriptors on spectral and spatial data

Xiuping Jia, Ngai Ming Kwok, Guangyun Zhang, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Correlation-based cluster-space transform for major adverse cardiac event prediction

Hong Yan, Xiaobo Zhou, Xiuping Jia, 2010, 2010 IEEE International Conference on Systems, Man and Cybernetics.

Multitemporal Mid-Infrared Imagery Based Calibration and Super Resolution for Gaofen-4

Feng Li, Xiuping Jia, Lei Xin, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Awards Presented at the IGARSS 2018 Banquet: THE IEEE Geoscience and Remote Sensing Society Awards Committee Cochairs [Conference Reports]

Werner Wiesbeck, Alberto Moreira, Jasmeet Judge, 2018 .

Mapping of Rice Varieties with Sentinel-2 Data via Deep CNN Learning in Spectral and Time Domains

Xiuping Jia, David Paull, Yiqing Guo, 2018, 2018 Digital Image Computing: Techniques and Applications (DICTA).

Weighted features for cluster space classificaton of hyperspectral images

Xiuping Jia, Tuan D. Pham, Theam Foo Ng, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Efficient object proposals extraction for target detection in VHR remote sensing images

Jiankun Hu, Xiuping Jia, Adnan Farooq, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery

Lianru Gao, Bing Zhang, Shanshan Li, 2011, IEEE Geoscience and Remote Sensing Letters.

The GRSS Summer School Melbourne 2013 [Education]

Xiuping Jia, Michael Inggs, Kim Lowell, 2013 .

Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network

Lin Zhu, Xiuping Jia, Liang Tang, 2017, IEEE Geoscience and Remote Sensing Letters.

A New Target Detector for Hyperspectral Data Using Cointegration Theory

Xiuping Jia, Chao Gao, Jihao Yin, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Three-dimensional local binary patterns for hyperspectral imagery classification

Qingquan Li, Jiasong Zhu, Sen Jia, 2017, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Unsupervised feature extraction based on a mutual information measure for hyperspectral image classification

Mark R. Pickering, Xiuping Jia, Md. Ali Hossain, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Fast classification of V-Q compressed hyperspectral data

Xiuping Jia, A. Ryan, A. Pickering, 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).

Motion Flow Clustering for Moving Vehicle Detection from Satellite High Definition Video

Jiankun Hu, Junpeng Zhang, Xiuping Jia, 2017, 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Incorporating Negative Sample Training for Ship Detection Based on Deep Learning

Xu Sun, Lianru Gao, Xiuping Jia, 2019, Sensors.

A Quantitative Analysis of Virtual Endmembers' Increased Impact on the Collinearity Effect in Spectral Unmixing

Jin Chen, Ben Somers, Pol Coppin, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Hierarchical spatial features learning with deep CNNs for very high-resolution remote sensing image classification

Xiuping Jia, Guoqing Zhou, Rongting Zhang, 2018, International Journal of Remote Sensing.

Binary coding of imaging spectrometer data for fast spectral matching and classification

John A. Richards, Xiuping Jia, X. Jia, 1993 .

An Effective Zoom-In Approach for Detecting DIM and Small Target Proposals in Satellite Imagery

Jiankun Hu, Junpeng Zhang, Xiuping Jia, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

On Error Correction and Accuracy Assessment of Satellite Imagery Registration

Xiuping Jia, 2003 .

Fast k-NN classification using the cluster-space approach

John A. Richards, Xiuping Jia, X. Jia, 2005, IEEE Geoscience and Remote Sensing Letters.

Thin cloud removal from optical remote sensing images using the noise-adjusted principal components transform

Mark R. Pickering, Sen Jia, Xiuping Jia, 2019, ISPRS Journal of Photogrammetry and Remote Sensing.

Evaluation of MODIS Land Cover Product of East China

Jindi Wang, Xiuping Jia, Zhuosen Wang, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

A Framework of Mixed Sparse Representations for Remote Sensing Images

Feng Li, Junbin Gao, Xiuping Jia, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Wavelet domain denoising by using the universal hidden Markov tree model

Feng Li, Xiuping Jia, Andrew Lambert, 2008, Optical Engineering + Applications.

Effective Sequential Classifier Training for SVM-Based Multitemporal Remote Sensing Image Classification

Xiuping Jia, David Paull, Yiqing Guo, 2017, IEEE Transactions on Image Processing.

Superresolution Reconstruction of Multispectral Data for Improved Image Classification

Feng Li, Xiuping Jia, Donald Fraser, 2009, IEEE Geoscience and Remote Sensing Letters.

Sequential multispectral images compression for efficient lossless data transmission

Xiuping Jia, Michael Ryan, Md. Al Mamun, 2010, 2010 Second IITA International Conference on Geoscience and Remote Sensing.

Efficient transmission and classification of hyperspectral image data

John A. Richards, Xiuping Jia, X. Jia, 2003, IEEE Trans. Geosci. Remote. Sens..

Universal HMT based super resolution for remote sensing images

Feng Li, Xiuping Jia, Donald Fraser, 2008, 2008 15th IEEE International Conference on Image Processing.

Superpixel-based Markov random field for classification of hyperspectral images

Bing Zhang, Shanshan Li, Xiuping Jia, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Multi-kernel retrieval of land surface bidirectional reflectance distribution functions based on l1-norm optimization

Xiuping Jia, David Paull, Alex Held, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

SEQUENTIAL CLASSIFIER TRAINING FOR RICE MAPPING WITH MULTITEMPORAL REMOTE SENSING IMAGERY

Xiuping Jia, David Paull, Yiqing Guo, 2017 .

Hybrid Norm Pursuit Method for Hyperspectral Image Reconstruction

Xiuping Jia, Jihao Yin, Wanke Yu, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification

Jon Atli Benediktsson, Xiuping Jia, Yanfeng Gu, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Controlled spectral unmixing using extended Support Vector Machines

Xiuping Jia, Leo Lymburner, Adam Lewis, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Class-Specific Sparse Multiple Kernel Learning for Spectral–Spatial Hyperspectral Image Classification

Jon Atli Benediktsson, Jocelyn Chanussot, Xiuping Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

LOW-RANK MATRIX DECOMPOSITION WITH SUPERPIXEL-BASED STRUCTURED SPARSE REGULARIZATION FOR MOVING OBJECT DETECTION IN SATELLITE VIDEOS

Jiankun Hu, Junpeng Zhang, Xiuping Jia, 2020 .

A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery

Jon Atli Benediktsson, Xiuping Jia, Xin Huang, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Efficient target detection by object-based thematic mapping using remote sensing imagery

Mark R. Pickering, Yi Xiao, Xiuping Jia, 2008, Security + Defence.

Gravitation-Based Edge Detection in Hyperspectral Images

Peng Wang, Xiuping Jia, Jinchang Ren, 2017, Remote. Sens..

Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos

Jiankun Hu, Junpeng Zhang, Xiuping Jia, 2019, IEEE Transactions on Geoscience and Remote Sensing.

On Spectral Unmixing Resolution Using Extended Support Vector Machines

Kai Zhao, Xiuping Jia, Xiaofeng Li, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Multiple endmembers based unmixing using Archetypal Analysis

Chunhui Zhao, Xiuping Jia, Genping Zhao, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Synergistic Use of Optical and Dual-Polarized SAR Data With Multiple Kernel Learning for Urban Impervious Surface Mapping

Xiuping Jia, Aizhu Zhang, Genyun Sun, 2019, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Multiple Kernel Learning for Hyperspectral Image Classification: A Review

Jocelyn Chanussot, Xiuping Jia, Yanfeng Gu, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Integrating remotely sensed data, GIS and expert knowledge to update object-based land use/land cover information

Xiuping Jia, Zhi Huang, X. Jia, 2012 .

Deep Learning Ensemble for Hyperspectral Image Classification

Ying Wang, Xiuping Jia, Yanfeng Gu, 2019, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A sampling strategy for a single step land cover change classification

Xiuping Jia, Linlin Ge, Z. Huang, 2007, Geoinformatics.

Superpixel-Based Graphical Model for Remote Sensing Image Mapping

Jiankun Hu, Xiuping Jia, Guangyun Zhang, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Improved feature selection based on a mutual information measure for hyperspectral image classification

Mark R. Pickering, Xiuping Jia, Md. Ali Hossain, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Multi-spectral remote sensing image registration via spatial relationship analysis on sift keypoints

Mark R. Pickering, Jun Zhou, Xiuping Jia, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

A Dynamic Neighborhood Learning-Based Gravitational Search Algorithm

Xiaodong Li, Xiuping Jia, Jinchang Ren, 2018, IEEE Transactions on Cybernetics.

Hyperspectral Image Classification Using Joint Sparse Model and Discontinuity Preserving Relaxation

Xiuping Jia, Qishuo Gao, Samsung Lim, 2018, IEEE Geoscience and Remote Sensing Letters.

Assessment of Multiple Scattering in the Reflectance of Semiarid Shrublands

Jin Chen, Xiuping Jia, Jianmin Wang, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Spectral unmixing based on improved extended support vector machines

Xiuping Jia, Xiaofeng Li, Liguo Wang, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Dynamic Post-Earthquake Image Segmentation with an Adaptive Spectral-Spatial Descriptor

Xiaolin Chen, Xiuping Jia, Jinchang Ren, 2017, Remote. Sens..

One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images

Jon Atli Benediktsson, Xiuping Jia, Md. Ali Hossain, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Fuzzy Assessment of Spectral Unmixing Algorithms

Xiuping Jia, Liguo Wang, X. Jia, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Simplified maximum likelihood classification for hyperspectral data in cluster space

Xiuping Jia, X. Jia, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Multi-scale superpixel spectral–spatial classification of hyperspectral images

Lianru Gao, Shanshan Li, Li Ni, 2016 .

A target image–oriented dictionary learning–based method for fully automated latent fingerprint forensic

Jiankun Hu, Xiuping Jia, Jinwei Xu, 2018, Comput. Intell..

Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification

Jon Atli Benediktsson, Shutao Li, Xiuping Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Efficient maximum likelihood classification for imaging spectrometer data sets

John A. Richards, Xiuping Jia, X. Jia, 1994, IEEE Trans. Geosci. Remote. Sens..

A Knowledge Based Classification for Urban Mapping Using High Resolution Remote Sensing Data

Xiuping Jia, David Tien, Yi Xiao, 2007, 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007).

Structure Tensor and Guided Filtering-Based Algorithm for Hyperspectral Anomaly Detection

Yunsong Li, Jie Lei, Xiuping Jia, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral Imagery Clustering With Neighborhood Constraints

Lianru Gao, Bing Zhang, Shanshan Li, 2013, IEEE Geoscience and Remote Sensing Letters.

Context classification using evidential relaxation

John A. Richards, Xiuping Jia, X. Jia, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Registration of multi-sensor remote sensing imagery by gradient-based optimization of cross-cumulative residual entropy

Mark R. Pickering, Yi Xiao, Xiuping Jia, 2008, SPIE Defense + Commercial Sensing.

Local Binary Pattern-Based Hyperspectral Image Classification With Superpixel Guidance

Qingquan Li, Jiasong Zhu, Bin Deng, 2018, IEEE Transactions on Geoscience and Remote Sensing.

A comparative analysis of mutual information based feature selection for hyperspectral image classification

Wenjiang Huang, Jihua Wang, Xiuping Jia, 2014, 2014 IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP).

Spectral Unmixing with Estimated Adaptive Endmember Index Using Extended Support Vector Machine

Xiuping Jia, Liguo Wang, Leo Lymburner, 2015 .

Unsupervised spectral mapping and feature selection for hyperspectral anomaly detection

Xiuping Jia, Yunsong Li, Jian Yang, 2020, Neural Networks.

Fusion multiscale superpixel features for classification of hyperspectral images

Shanshan Li, Bing Zhang, Hua Wu, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Interpretation of Hyperspectral Image Data

John A. Richards, Xiuping Jia, X. Jia, 1999 .

A Multistaged Automatic Restoration of Noisy Microscopy Cell Images

Jiankun Hu, Xiuping Jia, Jinwei Xu, 2015, IEEE Journal of Biomedical and Health Informatics.

Adaptive data compression for efficient sequential transmission and change updating of remote sensing images

Xiuping Jia, Michael Ryan, Md. Al Mamun, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Satellite Multi-Vehicle Tracking under Inconsistent Detection Conditions by Bilevel K-Shortest Paths Optimization

Jiankun Hu, Junpeng Zhang, Xiuping Jia, 2018, 2018 Digital Image Computing: Techniques and Applications (DICTA).

Gabor Cube Selection Based Multitask Joint Sparse Representation for Hyperspectral Image Classification

Qingquan Li, LinLin Shen, Sen Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Reduction of Spectral Unmixing Uncertainty Using Minimum-Class-Variance Support Vector Machines

Kai Zhao, Xiuping Jia, Xiaofeng Li, 2016, IEEE Geoscience and Remote Sensing Letters.

From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification

Shutao Li, Xiuping Jia, Leyuan Fang, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Wavelet Domain Deblurring and Denoising for Image Resolution Improvement

Feng Li, Xiuping Jia, Donald Fraser, 2007, 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007).

Spatially Constrained Multiple Endmember Spectral Mixture Analysis for Quantifying Subpixel Urban Impervious Surfaces

Xiuping Jia, Changshan Wu, Chengbin Deng, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Feature Mining for Hyperspectral Image Classification

Bor-Chen Kuo, Xiuping Jia, Melba M. Crawford, 2013, Proceedings of the IEEE.

Knowledge Transfer via Convolution Neural Networks for Multi-Resolution Lawn Weed Classification

Jiankun Hu, Jun Zhou, Xiuping Jia, 2019, 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Sequential Transmission of Remote Sensing Data Using a Linear Model to Update Change

Xiuping Jia, Michael Ryan, Md. Al Mamun, 2008, 2008 Digital Image Computing: Techniques and Applications.

Weed Classification in Hyperspectral Remote Sensing Images Via Deep Convolutional Neural Network

Jiankun Hu, Xiuping Jia, Adnan Farooq, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Efficient IBP with super resolution for ALOS imagery

Xiuping Jia, Feng Li, Donald Fraser, 2007, Geoinformatics.

Band Dual Density Discrimination Analysis for Hyperspectral Image Classification

Xiuping Jia, Jihao Yin, Xiaoyan Luo, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Decision Fusion for Reliable Flood Mapping Using Remote Sensing Images

Xiuping Jia, Donald Fraser, Chandrama Dey, 2008, 2008 Digital Image Computing: Techniques and Applications.

An Adaptation of Cnn for Small Target Detection in the Infrared

Xiuping Jia, Huixin Zhou, Dong Zhao, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Integration of Soft and Hard Classifications Using Extended Support Vector Machines

Xiuping Jia, Liguo Wang, X. Jia, 2009, IEEE Geoscience and Remote Sensing Letters.

Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning

Antonio J. Plaza, Xiuping Jia, Mark Pickering, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Twin support vector machine-based hyperspectral unmixing and its uncertainty analysis

Xiuping Jia, Xiaofeng Li, Liguo Wang, 2020 .

Spectral–Spatial Gabor Surface Feature Fusion Approach for Hyperspectral Imagery Classification

Jiasong Zhu, Sen Jia, Xiuping Jia, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Visual impact enhancement via image histogram smoothing and continuous intensity relocation

Shengyong Chen, Xiuping Jia, Dalong Wang, 2011, Comput. Electr. Eng..

Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis

Antonio J. Plaza, Mark R. Pickering, Xiuping Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Analysis of Spectral Bands and Spatial Resolutions for Weed Classification Via Deep Convolutional Neural Network

Jiankun Hu, Xiuping Jia, Adnan Farooq, 2019, IEEE Geoscience and Remote Sensing Letters.

3-D Gaussian–Gabor Feature Extraction and Selection for Hyperspectral Imagery Classification

Jiasong Zhu, Jun Zhou, Sen Jia, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Robust Automatic Registration of Multimodal Satellite Images Using CCRE With Partial Volume Interpolation

Mark R. Pickering, Xiuping Jia, Mahmudul Hasan, 2012, IEEE Transactions on Geoscience and Remote Sensing.

Multi-modal Registration of SAR and Optical Satellite Images

Mark R. Pickering, Xiuping Jia, Mahmudul Hasan, 2009, 2009 Digital Image Computing: Techniques and Applications.

Deep convolutional networks with residual learning for accurate spectral-spatial denoising

Yunsong Li, Xiuping Jia, Weiying Xie, 2018, Neurocomputing.

Classification of Hyperspectral Imagery Based on Dictionary Learning and Extended Multi-attribute Profiles

Xiuping Jia, Qishuo Gao, Samsung Lim, 2017, ICIG.

A Novel Geometry-Based Feature-Selection Technique for Hyperspectral Imagery

Ye Zhang, Xiuping Jia, Liguo Wang, 2007, IEEE Geoscience and Remote Sensing Letters.

Sparse Analysis Based on Generalized Gaussian Model for Spectrum Recovery With Compressed Sensing Theory

Xiuping Jia, Jihao Yin, Jianying Sun, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Reconstruction of satellite images by multi-temporal gradient based sequential prediction

Xiuping Jia, Md. Al Mamun, Md. Ali Hossain, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging

Xiuping Jia, Aizhu Zhang, Genyun Sun, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Drone-Based Sensing System to Support Satellite Image Analysis for Rice Farm Mapping

Junpeng Zhang, Xiaolin Chen, Xiuping Jia, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

On Payload Spatial and Spectral Resolutions for Automatic Ship Detection in Satellite Images

Xiuping Jia, Jesse Versteegen, Mark Pickering, 2018, 2018 Fifth International Workshop on Earth Observation and Remote Sensing Applications (EORSA).

Using Suitable Neighbors to Augment the Training Set in Hyperspectral Maximum Likelihood Classification

John A. Richards, Xiuping Jia, X. Jia, 2008, IEEE Geoscience and Remote Sensing Letters.

Superpixel-Based Adaptive Kernel Selection for Angular Effect Normalization of Remote Sensing Images With Kernel Learning

Xiuping Jia, David Paull, Yiqing Guo, 2017, IEEE Transactions on Geoscience and Remote Sensing.

A hybrid segmentation technique for objected-based hyperspectral data classification over complex sub-urban landscape

Xiuping Jia, Zhi Huang, X. Jia, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Using Hurst and Lyapunov Exponent For Hyperspectral Image Feature Extraction

Xiuping Jia, Chao Gao, Jihao Yin, 2012, IEEE Geoscience and Remote Sensing Letters.

Collaborative Representation-Based Multiscale Superpixel Fusion for Hyperspectral Image Classification

Jiasong Zhu, Sen Jia, Xiuping Jia, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Super-Resolution for GaoFen-4 Remote Sensing Images

Feng Li, Xiuping Jia, Lei Xin, 2018, IEEE Geoscience and Remote Sensing Letters.

Coastal Wetland Mapping with Sentinel-2 MSI Imagery Based on Gravitational Optimized Multilayer Perceptron and Morphological Attribute Profiles

Ping Ma, Xiuping Jia, Jinchang Ren, 2019, Remote. Sens..

MULTI-CLASS SUPPORT VECTOR MACHINE CLASSIFICATION FOR HYPERSPECTRAL DATA

Xiuping Jia, X. Jia, 2005 .

Improved Joint Sparse Models for Hyperspectral Image Classification Based on a Novel Neighbour Selection Strategy

Xiuping Jia, Qishuo Gao, Samsung Lim, 2018, Remote. Sens..

A Novel Hyperspectral Unmixing Method based on Least Squares Twin Support Vector Machines

Xiuping Jia, Liguo Wang, Tianyi Bi, 2021, European Journal of Remote Sensing.

Gradient Feature-Oriented 3-D Domain Adaptation for Hyperspectral Image Classification

Xiuping Jia, Qingquan Li, Sen Jia, 2022, IEEE Transactions on Geoscience and Remote Sensing.

SC-PNN: Saliency Cascade Convolutional Neural Network for Pansharpening

Xiuping Jia, Jue Zhang, Libao Zhang, 2021, IEEE Transactions on Geoscience and Remote Sensing.

An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery pdf

Jocelyn Chanussot, Bing Zhang, Xiuping Jia, 2021, ISPRS Journal of Photogrammetry and Remote Sensing.

Dual feature extraction network for hyperspectral image analysis

Yunsong Li, Xiuping Jia, Weiying Xie, 2021, Pattern Recognit..

Multiattention Generative Adversarial Network for Remote Sensing Image Super-Resolution pdf

Xiuping Jia, Zhihao Wang, Meng Xu, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Semi-supervised DNN regression on airborne hyperspectral imagery for improved spatial soil properties prediction

Jie Li, Xiuping Jia, Kun Tan, 2021 .

Multimodal hyperspectral remote sensing: an overview and perspective

Jocelyn Chanussot, Yi Ma, Xiuping Jia, 2021, Sci. China Inf. Sci..

Self-spectral learning with GAN based spectral-spatial target detection for hyperspectral image

Yunsong Li, Xiuping Jia, Weiying Xie, 2021, Neural Networks.

An improved estimation model for soil heavy metal(loid) concentration retrieval in mining areas using reflectance spectroscopy

Xiuping Jia, Kun Tan, X. Jia, 2018, Journal of Soils and Sediments.

A new approach to controlling compression-induced distortion of hyperspectral images

Mark R. Pickering, Xiuping Jia, Michael J. Ryan, 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

On the relationship between the circumference of rubber trees and L-band waves

Xiuping Jia, Amy L. Griffin, X. Jia, 2019, International Journal of Remote Sensing.

Estimating Nitrogen in Eucalypt Foliage by Automatically Extracting Tree Spectra from HyMap ™ Data

William J. Foley, Xiuping Jia, Zhi Huang, 2007 .

Class Modeling and Remote Sensing Image Classification Using Selected Spectral and Spatial Features

Xiuping Jia, 2006 .

Complete and accurate data correction for seamless mosaicking of airborne hyperspectral images: A case study at a mining site in Inner Mongolia, China

Xiuping Jia, Shaogang Lei, Kun Tan, 2020 .

Using imaging spectroscopy to estimate integrated measures of foliage nutritional quality

William J. Foley, David B. Lindenmayer, Xiuping Jia, 2012 .

A comparison of information value and logistic regression models in landslide susceptibility mapping by using GIS

Xiuping Jia, Ruiqing Niu, Tao Chen, 2016, Environmental Earth Sciences.

Multistage Spatial Property Based Segmentation for Quantification of Fluorescence Distribution in Cells

Xiuping Jia, Denis I. Crane, Tuan D. Pham, 2010 .

Cluster-space classification: a fast k-nearest neighbour classification for remote sensing hyperspectral data

John A. Richards, Xiuping Jia, 2003, IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, 2003.

Supervised Feature Reduction Based on a Mutual Information Measure for Hyperspectral Image Classification

Mark R. Pickering, Xiuping Jia, Md. Ali Hossain, 2011 .

From leaf to canopy: determination of nitrogen concentraion of eucalypt tree foliage using HyMap image data

Xiuping Jia, B. J. Turner, B. Turner, 2000 .

Use of a hybrid supervised and unsupervised classification model to determine nitrogen concentration of eucalypt tree foliage using HyMap data

Xiuping Jia, S. J. Dury, 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).

Comparing six pixel-wise classifiers for tropical rural land cover mapping using four forms of fully polarimetric SAR data

Xiuping Jia, Bambang H. Trisasongko, Amy L. Griffin, 2017 .

Image contrast enhancement based on histogram smoothing and continuous intensity relocation

Xiuping Jia, Gu Fang, Q. P. Ha, 2010, 2010 3rd International Congress on Image and Signal Processing.

Joint weighted nuclear norm and total variation regularization for hyperspectral image denoising

Bo Du, Xiuping Jia, Zhiqiang Huang, 2018 .

Improved Elastic Image Registration Method for SR in Remote Sensing Images

Xiuping Jia, Donald Fraser, Feng Li, 2007 .