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2020 – today
- 2021
[j123]Tianming Zhan, Bo Song, Le Sun, Xiuping Jia, Minghua Wan, Guowei Yang, Zebin Wu:
TDSSC: A Three-Directions Spectral-Spatial Convolution Neural Network for Hyperspectral Image Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 377-388 (2021)- [j122]Jie Lei, Geng Yang, Weiying Xie, Yunsong Li, Xiuping Jia:
A Low-Complexity Hyperspectral Anomaly Detection Algorithm and Its FPGA Implementation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 907-921 (2021) - 2020
- [j121]Genyun Sun, Xuming Zhang, Xiuping Jia, Jinchang Ren, Aizhu Zhang, Yanjuan Yao, Huimin Zhao:
Deep Fusion of Localized Spectral Features and Multi-scale Spatial Features for Effective Classification of Hyperspectral Images. Int. J. Appl. Earth Obs. Geoinformation 91: 102157 (2020) - [j120]Weiying Xie, Yunsong Li, Jie Lei, Jian Yang, Jiaojiao Li, Xiuping Jia, Zhen Li:
Unsupervised spectral mapping and feature selection for hyperspectral anomaly detection. Neural Networks 132: 144-154 (2020) - [j119]Moyang Wang, Kun Tan
, Xiuping Jia, Xue Wang, Yu Chen:
A Deep Siamese Network with Hybrid Convolutional Feature Extraction Module for Change Detection Based on Multi-sensor Remote Sensing Images. Remote. Sens. 12(2): 205 (2020) - [j118]Hang Fu, Genyun Sun, Jaime Zabalza, Aizhu Zhang, Jinchang Ren, Xiuping Jia:
A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2214-2225 (2020) - [j117]Junpeng Zhang, Xiuping Jia, Jiankun Hu:
Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos. IEEE Trans. Geosci. Remote. Sens. 58(4): 2659-2669 (2020) - [j116]Sen Jia, Xianglong Deng, Meng Xu, Jun Zhou, Xiuping Jia:
Superpixel-Level Weighted Label Propagation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(7): 5077-5091 (2020) - [j115]Junpeng Zhang, Xiuping Jia, Jiankun Hu, Jocelyn Chanussot:
Online Structured Sparsity-Based Moving-Object Detection From Satellite Videos. IEEE Trans. Geosci. Remote. Sens. 58(9): 6420-6433 (2020) - [j114]Jing Hu, Xiuping Jia, Yunsong Li, Gang He, Minghua Zhao:
Hyperspectral Image Super-Resolution via Intrafusion Network. IEEE Trans. Geosci. Remote. Sens. 58(10): 7459-7471 (2020)
2010 – 2019
- 2019
- [j113]Genyun Sun, Hui Huang, Qihao Weng, Aizhu Zhang, Xiuping Jia, Jinchang Ren, Lin Sun, Xiaolin Chen:
Combinational shadow index for building shadow extraction in urban areas from Sentinel-2A MSI imagery. Int. J. Appl. Earth Obs. Geoinformation 78: 53-65 (2019) - [j112]Xiaolin Chen, Xiuping Jia, Mark Pickering:
A Nighttime Lights Adjusted Impervious Surface Index (NAISI) with Integration of Landsat Imagery and Nighttime Lights Data from International Space Station. Int. J. Appl. Earth Obs. Geoinformation 83 (2019) - [j111]Jinchang Ren, Amir Hussain, Junwei Han, Xiuping Jia:
Cognitive Modelling and Learning for Multimedia Mining and Understanding. Cogn. Comput. 11(6): 761-762 (2019) - [j110]Adnan Farooq, Jiankun Hu, Xiuping Jia:
Analysis of Spectral Bands and Spatial Resolutions for Weed Classification Via Deep Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 16(2): 183-187 (2019) - [j109]Weiying Xie, Jie Lei, Baozhu Liu, Yunsong Li, Xiuping Jia:
Spectral constraint adversarial autoencoders approach to feature representation in hyperspectral anomaly detection. Neural Networks 119: 222-234 (2019) - [j108]Weiying Xie, Yanzi Shi, Yunsong Li, Xiuping Jia, Jie Lei:
High-quality spectral-spatial reconstruction using saliency detection and deep feature enhancement. Pattern Recognit. 88: 139-152 (2019) - [j107]Kaiqiang Zhu, Yushi Chen, Pedram Ghamisi, Xiuping Jia, Jón Atli Benediktsson:
Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification. Remote. Sens. 11(3): 223 (2019) - [j106]Xukun Luo, Jihao Yin, Xiaoyan Luo, Xiuping Jia:
A Novel Adversarial Based Hyperspectral and Multispectral Image Fusion. Remote. Sens. 11(5): 492 (2019) - [j105]Aizhu Zhang, Genyun Sun, Ping Ma, Xiuping Jia, Jinchang Ren, Hui Huang, Xuming Zhang:
Coastal Wetland Mapping with Sentinel-2 MSI Imagery Based on Gravitational Optimized Multilayer Perceptron and Morphological Attribute Profiles. Remote. Sens. 11(8): 952 (2019) - [j104]Adnan Farooq, Xiuping Jia, Jiankun Hu, Jun Zhou:
Multi-Resolution Weed Classification via Convolutional Neural Network and Superpixel Based Local Binary Pattern Using Remote Sensing Images. Remote. Sens. 11(14): 1692 (2019) - [j103]Junpeng Zhang, Xiuping Jia, Jiankun Hu:
Local Region Proposing for Frame-Based Vehicle Detection in Satellite Videos. Remote. Sens. 11(20): 2372 (2019) - [j102]Yushi Chen, Lingbo Huang, Lin Zhu, Naoto Yokoya, Xiuping Jia:
Fine-Grained Classification of Hyperspectral Imagery Based on Deep Learning. Remote. Sens. 11(22): 2690 (2019) - [j101]Lianru Gao, Yiqun He, Xu Sun, Xiuping Jia, Bing Zhang:
Incorporating Negative Sample Training for Ship Detection Based on Deep Learning. Sensors 19(3): 684 (2019) - [j100]Genyun Sun, Yanan Kong, Xiuping Jia, Aizhu Zhang, Jun Rong, Hongzhang Ma:
Synergistic Use of Optical and Dual-Polarized SAR Data With Multiple Kernel Learning for Urban Impervious Surface Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(1): 223-236 (2019) - [j99]Yushi Chen, Ying Wang, Yanfeng Gu, Xin He, Pedram Ghamisi, Xiuping Jia:
Deep Learning Ensemble for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(6): 1882-1897 (2019) - [j98]Sen Jia, Kuilin Wu, Jiasong Zhu, Xiuping Jia:
Spectral-Spatial Gabor Surface Feature Fusion Approach for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 57(2): 1142-1154 (2019) - [j97]Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia, Jocelyn Chanussot, Yongsheng Gao:
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(3): 1612-1628 (2019) - [j96]Jiayi Li, Xin Huang, Ting Hu, Xiuping Jia, Jon Atli Benediktsson:
A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery. IEEE Trans. Geosci. Remote. Sens. 57(6): 3933-3951 (2019) - [j95]Weiying Xie, Tao Jiang, Yunsong Li, Xiuping Jia, Jie Lei:
Structure Tensor and Guided Filtering-Based Algorithm for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 57(7): 4218-4230 (2019) - [j94]Weiying Xie, Xiuping Jia, Yunsong Li, Jie Lei:
Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization. IEEE Trans. Geosci. Remote. Sens. 57(8): 6055-6067 (2019) - [j93]Qishuo Gao, Samsung Lim, Xiuping Jia:
Spectral-Spatial Hyperspectral Image Classification Using a Multiscale Conservative Smoothing Scheme and Adaptive Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 57(10): 7718-7730 (2019) - [j92]Sen Jia, Xianglong Deng, Jiasong Zhu, Meng Xu, Jun Zhou, Xiuping Jia:
Collaborative Representation-Based Multiscale Superpixel Fusion for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(10): 7770-7784 (2019) - [j91]Sen Jia, Jiayue Zhuang, Lin Deng, Jiasong Zhu, Meng Xu, Jun Zhou, Xiuping Jia:
3-D Gaussian-Gabor Feature Extraction and Selection for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 57(11): 8813-8826 (2019) - [c66]Aizhu Zhang, Genyun Sun, Xiuping Jia, Chenglong Zhang, Yanjuan Yao:
Multi-level Thresholding Using Adaptive Gravitational Search Algorithm and Fuzzy Entropy. BICS 2019: 363-372 - [c65]Junpeng Zhang, Xiuping Jia:
Improved Low Rank plus Structured Sparsity and Unstructured Sparsity Decomposition for Moving Object Detection in Satellite Videos. IGARSS 2019: 5421-5424 - [c64]Adnan Farooq, Xiuping Jia, Jun Zhou:
Texture and Shape Features for Grass Weed Classification Using Hyperspectral Remote Sensing Images. IGARSS 2019: 7208-7211 - [c63]Xiaolin Chen, Xiuping Jia, Mark Pickering:
Urban-Rural Fringe Recognition with the Integration of Optical and Nighttime Lights Data. IGARSS 2019: 7435-7438 - [c62]Yiqing Guo, Xiuping Jia, David Paull, Junpeng Zhang, Adnan Farooq, Xiaolin Chen, Md. Nazrul Islam:
A Drone-Based Sensing System to Support Satellite Image Analysis for Rice Farm Mapping. IGARSS 2019: 9376-9379 - [c61]Adnan Farooq, Xiuping Jia, Jiankun Hu, Jun Zhou:
Knowledge Transfer via Convolution Neural Networks for Multi-Resolution Lawn Weed Classification. WHISPERS 2019: 1-5 - [i6]Junpeng Zhang, Xiuping Jia, Jiankun Hu:
Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos. CoRR abs/1908.09539 (2019) - [i5]Junpeng Zhang, Xiuping Jia, Jiankun Hu, Jocelyn Chanussot:
Online Structured Sparsity-based Moving Object Detection from Satellite Videos. CoRR abs/1911.12989 (2019) - 2018
- [j90]Ting Wang, Hongsheng Zhang, Hui Lin, Xiuping Jia:
A Sparse Representation Method for a Priori Target Signature Optimization in Hyperspectral Target Detection. IEEE Access 6: 3408-3424 (2018) - [j89]Jinwei Xu, Jiankun Hu, Xiuping Jia:
A target image-oriented dictionary learning-based method for fully automated latent fingerprint forensic. Comput. Intell. 34(4): 1178-1198 (2018) - [j88]Weiying Xie, Yunsong Li, Xiuping Jia:
Deep convolutional networks with residual learning for accurate spectral-spatial denoising. Neurocomputing 312: 372-381 (2018) - [j87]Genyun Sun, Ping Ma, Jinchang Ren, Aizhu Zhang, Xiuping Jia:
A stability constrained adaptive alpha for gravitational search algorithm. Knowl. Based Syst. 139: 200-213 (2018) - [j86]Feng Li, Lei Xin, Yi Guo, Dongsheng Gao, Xianghao Kong, Xiuping Jia:
Super-Resolution for GaoFen-4 Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 15(1): 28-32 (2018) - [j85]Qishuo Gao, Samsung Lim, Xiuping Jia:
Hyperspectral Image Classification Using Joint Sparse Model and Discontinuity Preserving Relaxation. IEEE Geosci. Remote. Sens. Lett. 15(1): 78-82 (2018) - [j84]Qishuo Gao, Samsung Lim, Xiuping Jia:
Hyperspectral Image Classification Using Convolutional Neural Networks and Multiple Feature Learning. Remote. Sens. 10(2): 299 (2018) - [j83]Qishuo Gao, Samsung Lim, Xiuping Jia:
Improved Joint Sparse Models for Hyperspectral Image Classification Based on a Novel Neighbour Selection Strategy. Remote. Sens. 10(6): 905 (2018) - [j82]Huanfeng Shen, Xiuping Jia, José M. Bioucas-Dias, Nicolas Dobigeon, Yi Cui, Fabio Pacifici:
Foreword to the Special Issue on Quality Improvements of Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(3): 687-690 (2018) - [j81]Na Li, Xinchen Huang, Huijie Zhao, Xianfei Qiu, Ruonan Geng, Xiuping Jia, Daming Wang:
Multiparameter Optimization for Mineral Mapping Using Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1348-1357 (2018) - [j80]Aizhu Zhang, Genyun Sun, Jinchang Ren, Xiaodong Li, Zhenjie Wang, Xiuping Jia:
A Dynamic Neighborhood Learning-Based Gravitational Search Algorithm. IEEE Trans. Cybern. 48(1): 436-447 (2018) - [j79]Sen Jia, Bin Deng, Jiasong Zhu, Xiuping Jia, Qingquan Li:
Local Binary Pattern-Based Hyperspectral Image Classification With Superpixel Guidance. IEEE Trans. Geosci. Remote. Sens. 56(2): 749-759 (2018) - [j78]Jihao Yin, Hui Qv, Xiaoyan Luo, Xiuping Jia:
Corrections to "Segment-Oriented Depiction and Analysis for Hyperspectral Image Data". IEEE Trans. Geosci. Remote. Sens. 56(2): 1213 (2018) - [j77]Jiasong Zhu, Jie Hu, Sen Jia, Xiuping Jia, Qingquan Li:
Multiple 3-D Feature Fusion Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(4): 1873-1886 (2018) - [j76]Hui Qv, Jihao Yin, Xiaoyan Luo, Xiuping Jia:
Band Dual Density Discrimination Analysis for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(12): 7257-7271 (2018) - [j75]Yiqing Guo, Xiuping Jia, David Paull:
Effective Sequential Classifier Training for SVM-Based Multitemporal Remote Sensing Image Classification. IEEE Trans. Image Process. 27(6): 3036-3048 (2018) - [c60]Yiqing Guo, Xiuping Jia, David Paull:
Mapping of Rice Varieties with Sentinel-2 Data via Deep CNN Learning in Spectral and Time Domains. DICTA 2018: 1-7 - [c59]Junpeng Zhang, Xiuping Jia, Jiankun Hu, Kun Tan:
Satellite Multi-Vehicle Tracking under Inconsistent Detection Conditions by Bilevel K-Shortest Paths Optimization. DICTA 2018: 1-8 - [c58]Dong Zhao, Huixin Zhou, Shenghui Rong, Xiuping Jia:
An Adaptation of Cnn for Small Target Detection in the Infrared. IGARSS 2018: 669-672 - [c57]Xiaolin Chen, Xiuping Jia, Mark Pickering, Genyun Sun:
Improving Impervious Surface Estimation by Integrating Multispectral and Nighttime Light Images. IGARSS 2018: 2677-2680 - [c56]Adnan Farooq, Jiankun Hu, Xiuping Jia:
Weed Classification in Hyperspectral Remote Sensing Images Via Deep Convolutional Neural Network. IGARSS 2018: 3816-3819 - [c55]Feng Li, Lei Xin, Yi Guo, Xiuping Jia:
Multitemporal Mid-Infrared Imagery Based Calibration and Super Resolution for Gaofen-4. IGARSS 2018: 7038-7041 - [c54]Junpeng Zhang, Xiuping Jia, Jiankun Hu:
An Effective Zoom-In Approach for Detecting DIM and Small Target Proposals in Satellite Imagery. IGARSS 2018: 7074-7077 - [c53]Emma Madigan, Yiqing Guo, Mark Pickering, Alex Held, Xiuping Jia:
Quantitative Monitoring of Complete Rice Growing Seasons Using Sentinel 2 Time Series Images. IGARSS 2018: 7699-7702 - 2017
- [j74]Genyun Sun, Xiaolin Chen, Jinchang Ren, Aizhu Zhang, Xiuping Jia:
Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping. Int. J. Appl. Earth Obs. Geoinformation 60: 38-48 (2017) - [j73]Yushi Chen, Chunyang Li, Pedram Ghamisi, Xiuping Jia, Yanfeng Gu:
Deep Fusion of Remote Sensing Data for Accurate Classification. IEEE Geosci. Remote. Sens. Lett. 14(8): 1253-1257 (2017) - [j72]Yushi Chen, Lin Zhu, Pedram Ghamisi, Xiuping Jia, Guoyu Li, Liang Tang:
Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 14(12): 2355-2359 (2017) - [j71]Yuanyuan Fu, Chunjiang Zhao, Jihua Wang, Xiuping Jia, Guijun Yang, Xiaoyu Song, Haikuan Feng:
An Improved Combination of Spectral and Spatial Features for Vegetation Classification in Hyperspectral Images. Remote. Sens. 9(3): 261 (2017) - [j70]Lianru Gao, Bin Zhao, Xiuping Jia, Wenzhi Liao, Bing Zhang:
Optimized Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification. Remote. Sens. 9(6): 548 (2017) - [j69]Genyun Sun, Aizhu Zhang, Jinchang Ren, Jing Sheng Ma, Peng Wang, Yuanzhi Zhang, Xiuping Jia:
Gravitation-Based Edge Detection in Hyperspectral Images. Remote. Sens. 9(6): 592 (2017) - [j68]Genyun Sun, Yanling Hao, Xiaolin Chen, Jinchang Ren, Aizhu Zhang, Binghu Huang, Yuanzhi Zhang, Xiuping Jia:
Dynamic Post-Earthquake Image Segmentation with an Adaptive Spectral-Spatial Descriptor. Remote. Sens. 9(9): 899 (2017) - [j67]Chunhui Zhao, Genping Zhao, Xiuping Jia:
Hyperspectral Image Unmixing Based on Fast Kernel Archetypal Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(1): 331-346 (2017) - [j66]Yi Liu, Jun Li, Peijun Du, Antonio Plaza, Xiuping Jia, Xinchang Zhang:
Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(2): 691-711 (2017) - [j65]Feng Li, Lei Xin, Yi Guo, Junbin Gao, Xiuping Jia:
A Framework of Mixed Sparse Representations for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 55(2): 1210-1221 (2017) - [j64]Sen Jia, Jie Hu, Jiasong Zhu, Xiuping Jia, Qingquan Li:
Three-Dimensional Local Binary Patterns for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 55(4): 2399-2413 (2017) - [j63]Sen Jia, Bin Deng, Jiasong Zhu, Xiuping Jia, Qingquan Li:
Superpixel-Based Multitask Learning Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(5): 2575-2588 (2017) - [j62]Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Xiuping Jia:
A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(6): 3071-3083 (2017) - [j61]Jihao Yin, Hui Qv, Xiaoyan Luo, Xiuping Jia:
Segment-Oriented Depiction and Analysis for Hyperspectral Image Data. IEEE Trans. Geosci. Remote. Sens. 55(7): 3982-3996 (2017) - [j60]Yiqing Guo, Xiuping Jia, David Paull:
Superpixel-Based Adaptive Kernel Selection for Angular Effect Normalization of Remote Sensing Images With Kernel Learning. IEEE Trans. Geosci. Remote. Sens. 55(8): 4262-4271 (2017) - [j59]Ting Lu, Shutao Li, Leyuan Fang, Xiuping Jia, Jon Atli Benediktsson:
From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(8): 4398-4411 (2017) - [j58]Yanfeng Gu, Jocelyn Chanussot, Xiuping Jia, Jon Atli Benediktsson:
Multiple Kernel Learning for Hyperspectral Image Classification: A Review. IEEE Trans. Geosci. Remote. Sens. 55(11): 6547-6565 (2017) - [c52]Junpeng Zhang, Xiuping Jia, Jiankun Hu:
Motion Flow Clustering for Moving Vehicle Detection from Satellite High Definition Video. DICTA 2017: 1-7 - [c51]Qishuo Gao, Samsung Lim, Xiuping Jia:
Classification of Hyperspectral Imagery Based on Dictionary Learning and Extended Multi-attribute Profiles. ICIG (3) 2017: 358-369 - [c50]Yiqing Guo, Xiuping Jia, David Paull:
A domain-transfer support vector machine for multi-temporal remote sensing imagery classification. IGARSS 2017: 2215-2218 - [c49]Adnan Farooq, Jiankun Hu, Xiuping Jia:
Efficient object proposals extraction for target detection in VHR remote sensing images. IGARSS 2017: 3337-3340 - [c48]Yanming Zhu, Xuefei Yin, Xiuping Jia, Jiankun Hu:
Latent fingerprint segmentation based on convolutional neural networks. WIFS 2017: 1-6 - [i4]Yiqing Guo, Xiuping Jia, David Paull:
Effective Sequential Classifier Training for Multitemporal Remote Sensing Image Classification. CoRR abs/1706.04719 (2017) - [i3]Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia, Jocelyn Chanussot, Yongsheng Gao:
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation. CoRR abs/1711.04483 (2017) - 2016
- [j57]Genyun Sun, Aizhu Zhang, Xiuping Jia, Xiaodong Li, Shengyue Ji, Zhenjie Wang:
DMMOGSA: Diversity-enhanced and memory-based multi-objective gravitational search algorithm. Inf. Sci. 363: 52-71 (2016) - [j56]Xiaofeng Li, Xiuping Jia, Liguo Wang, Kai Zhao:
Reduction of Spectral Unmixing Uncertainty Using Minimum-Class-Variance Support Vector Machines. IEEE Geosci. Remote. Sens. Lett. 13(9): 1335-1339 (2016) - [j55]Genping Zhao, Chunhui Zhao, Xiuping Jia:
Multilayer Unmixing for Hyperspectral Imagery With Fast Kernel Archetypal Analysis. IEEE Geosci. Remote. Sens. Lett. 13(10): 1532-1536 (2016) - [j54]Jun Li, Mahdi Khodadadzadeh, Antonio Plaza, Xiuping Jia, José M. Bioucas-Dias:
A Discontinuity Preserving Relaxation Scheme for Spectral-Spatial Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 625-639 (2016) - [j53]Md. Ali Hossain, Xiuping Jia, Jon Atli Benediktsson:
One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1606-1612 (2016) - [j52]Genyun Sun, Xiaolin Chen, Xiuping Jia, Yanjuan Yao, Zhenjie Wang:
Combinational Build-Up Index (CBI) for Effective Impervious Surface Mapping in Urban Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(5): 2081-2092 (2016) - [j51]Jihao Yin, Wanke Yu, Xiuping Jia:
Hybrid Norm Pursuit Method for Hyperspectral Image Reconstruction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4492-4500 (2016) - [j50]Meng Xu, Mark R. Pickering, Antonio J. Plaza, Xiuping Jia:
Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis. IEEE Trans. Geosci. Remote. Sens. 54(3): 1659-1669 (2016) - [j49]Meng Xu, Xiuping Jia, Mark R. Pickering, Antonio J. Plaza:
Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. 54(5): 2998-3006 (2016) - [j48]Sen Jia, Jie Hu, Yao Xie, LinLin Shen, Xiuping Jia, Qingquan Li:
Gabor Cube Selection Based Multitask Joint Sparse Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(6): 3174-3187 (2016) - [j47]Yanfeng Gu, Tianzhu Liu, Xiuping Jia, Jon Atli Benediktsson, Jocelyn Chanussot:
Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(6): 3235-3247 (2016) - [j46]Yushi Chen, Hanlu Jiang, Chunyang Li, Xiuping Jia, Pedram Ghamisi:
Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 54(10): 6232-6251 (2016) - [j45]Tianzhu Liu, Yanfeng Gu, Xiuping Jia, Jon Atli Benediktsson, Jocelyn Chanussot:
Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(12): 7351-7365 (2016) - [j44]Shutao Li, Ting Lu, Leyuan Fang, Xiuping Jia, Jon Atli Benediktsson:
Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(12): 7416-7430 (2016) - [c47]Sen Jia, Jie Hu, Lin Deng, Xiuping Jia:
Three-dimensional local binary patterns for hyperspectral imagery classification. IGARSS 2016: 465-468 - [c46]Meng Xu, Xiuping Jia, Mark R. Pickering, Dar A. Roberts:
Spectral unmixing for fire smoke detection and removal. IGARSS 2016: 806-808 - [c45]Yiqing Guo, Xiuping Jia, David Paull, Alex Held:
Multi-kernel retrieval of land surface bidirectional reflectance distribution functions based on l1-norm optimization. IGARSS 2016: 1358-1361 - [c44]Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia:
CRF learning with CNN features for hyperspectral image segmentation. IGARSS 2016: 6890-6893 - [c43]Shanshan Li, Bing Zhang, Xiuping Jia, Hua Wu:
Fusion multiscale superpixel features for classification of hyperspectral images. WHISPERS 2016: 1-4 - 2015
- [j43]Jihao Yin, Hui Li, Xiuping Jia:
Crater Detection Based on Gist Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(1): 23-29 (2015) - [j42]Yushi Chen, Xing Zhao, Xiuping Jia:
Spectral-Spatial Classification of Hyperspectral Data Based on Deep Belief Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2381-2392 (2015) - [j41]Jihao Yin, Jianying Sun, Xiuping Jia:
Sparse Analysis Based on Generalized Gaussian Model for Spectrum Recovery With Compressed Sensing Theory. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2752-2759 (2015) - [j40]Jianmin Wang, Xin Cao, Jin Chen, Xiuping Jia:
Assessment of Multiple Scattering in the Reflectance of Semiarid Shrublands. IEEE Trans. Geosci. Remote. Sens. 53(9): 4910-4921 (2015) - [j39]Xiaofeng Li, Xiuping Jia, Liguo Wang, Kai Zhao:
On Spectral Unmixing Resolution Using Extended Support Vector Machines. IEEE Trans. Geosci. Remote. Sens. 53(9): 4985-4996 (2015) - [j38]