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Journal Articles
- 2024
[j187]Zheng Li, Aizhu Zhang, Genyun Sun, Zheng Han, Xiuping Jia:
Automatic impervious surface mapping in subtropical China via a terrain-guided gated fusion network. Int. J. Appl. Earth Obs. Geoinformation 127: 103608 (2024)- [j186]Danfeng Hong
, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Remote Sensing Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5227-5244 (2024) - [j185]Jiaqi Feng, Qixiong Wang, Guangyun Zhang, Xiuping Jia, Jihao Yin:
CAT: Center Attention Transformer With Stratified Spatial-Spectral Token for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j184]Ying Guo, Bin Fan, Yan Feng, Xiuping Jia, Mingyi He:
Distribution-Aware and Class-Adaptive Aggregation for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j183]Yuanhao Zhao, Genyun Sun, Ziyan Ling, Aizhu Zhang, Xiuping Jia:
Point-Based Weakly Supervised Deep Learning for Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j182]Jue Zhang, Xiuping Jia, Jun Zhou, Junpeng Zhang, Jiankun Hu:
Weakly Supervised Solar Panel Mapping via Uncertainty Adjusted Label Transition in Aerial Images. IEEE Trans. Image Process. 33: 881-896 (2024) - [j181]Sen Jia, Shuguo Jiang, Shuyu Zhang, Meng Xu, Xiuping Jia:
Graph-in-Graph Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(1): 1157-1171 (2024) - [j180]Yuqun Yang, Xu Tang, Xiangrong Zhang, Jingjing Ma, Fang Liu, Xiuping Jia, Licheng Jiao:
Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6806-6820 (2024) - 2023
- [j179]Xuguang Zhu, Haorui Zhang, Bin Hu, Kunpeng Huang, Pattathal V. Arun, Xiuping Jia, Dong Zhao, Qing Wang, Huixin Zhou, Shuowen Yang:
DSP-Net: A Dynamic Spectral-Spatial Joint Perception Network for Hyperspectral Target Tracking. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j178]Hang Fu, Genyun Sun, Aizhu Zhang, Baojie Shao, Jinchang Ren, Xiuping Jia:
Tensor Singular Spectrum Analysis for 3-D Feature Extraction in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j177]Lianru Gao, Jiaxin Li, Ke Zheng, Xiuping Jia:
Enhanced Autoencoders With Attention-Embedded Degradation Learning for Unsupervised Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j176]Jiaxin Li, Ke Zheng, Zhi Li, Lianru Gao, Xiuping Jia:
X-Shaped Interactive Autoencoders With Cross-Modality Mutual Learning for Unsupervised Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j175]Zhiyong Lv, Jie Liu, Weiwei Sun, Tao Lei, Jón Atli Benediktsson, Xiuping Jia:
Hierarchical Attention Feature Fusion-Based Network for Land Cover Change Detection With Homogeneous and Heterogeneous Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j174]Ping Ma, Jinchang Ren, Genyun Sun, Huimin Zhao, Xiuping Jia, Yijun Yan, Jaime Zabalza:
Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j173]Genyun Sun, Zhaojie Pan, Aizhu Zhang, Xiuping Jia, Jinchang Ren, Hang Fu, Kai Yan:
Large Kernel Spectral and Spatial Attention Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j172]Qixiong Wang, Xiaoyan Luo, Jiaqi Feng, Guangyun Zhang, Xiuping Jia, Jihao Yin:
Multiscale Prototype Contrast Network for High-Resolution Aerial Imagery Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j171]Meng Xu, Yanxin Peng, Ying Zhang, Xiuping Jia, Sen Jia:
AACNet: Asymmetric Attention Convolution Network for Hyperspectral Image Dehazing. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j170]Jiaqing Zhang, Jie Lei, Weiying Xie, Yunsong Li, Geng Yang, Xiuping Jia:
Guided Hybrid Quantization for Object Detection in Remote Sensing Imagery via One-to-One Self-Teaching. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j169]Rongting Zhang, Guangyun Zhang, Jihao Yin, Xiuping Jia, Ajmal Mian:
Mesh-Based DGCNN: Semantic Segmentation of Textured 3-D Urban Scenes. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j168]Yuanhao Zhao, Genyun Sun, Li Zhang, Aizhu Zhang, Xiuping Jia, Zheng Han:
MSRF-Net: Multiscale Receptive Field Network for Building Detection From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j167]Wenqian Dong, Jiahui Qu, Song Xiao, Tongzhen Zhang, Yunsong Li, Xiuping Jia:
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution. IEEE Trans. Image Process. 32: 3121-3135 (2023) - [j166]Chunhui Zhao, Boao Qin, Shou Feng, Wenxiang Zhu, Weiwei Sun, Wei Li, Xiuping Jia:
Hyperspectral Image Classification With Multi-Attention Transformer and Adaptive Superpixel Segmentation-Based Active Learning. IEEE Trans. Image Process. 32: 3606-3621 (2023) - [j165]Fei Ye, Zebin Wu, Xiuping Jia, Jocelyn Chanussot, Yang Xu, Zhihui Wei:
Bayesian Nonlocal Patch Tensor Factorization for Hyperspectral Image Super-Resolution. IEEE Trans. Image Process. 32: 5877-5892 (2023) - 2022
- [j164]Jue Zhang, Xiuping Jia, Jiankun Hu:
Uncertainty-Aware Forward Correction for Weakly Supervised Solar Panel Mapping From High-Resolution Aerial Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j163]Junpeng Zhang, Xiuping Jia, Jiankun Hu, Kun Tan:
Moving Vehicle Detection for Remote Sensing Video Surveillance With Nonstationary Satellite Platform. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5185-5198 (2022) - [j162]Aizhu Zhang, Zhaojie Pan, Hang Fu, Genyun Sun, Jun Rong, Jinchang Ren, Xiuping Jia, Yanjuan Yao:
Superpixel Nonlocal Weighting Joint Sparse Representation for Hyperspectral Image Classification. Remote. Sens. 14(9): 2125 (2022) - [j161]Jiaping Zhong, Yunsong Li, Weiying Xie, Jie Lei, Xiuping Jia:
Multi-Prior Twin Least-Square Network for Anomaly Detection of Hyperspectral Imagery. Remote. Sens. 14(12): 2859 (2022) - [j160]Fei Pan, Zebin Wu, Xiuping Jia, Qian Liu, Yang Xu, Zhihui Wei:
A Temporal-Reliable Method for Change Detection in High-Resolution Bi-Temporal Remote Sensing Images. Remote. Sens. 14(13): 3100 (2022) - [j159]Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza:
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4414-4436 (2022) - [j158]Genyun Sun, Hang Fu, Jinchang Ren, Aizhu Zhang, Jaime Zabalza, Xiuping Jia, Huimin Zhao:
SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image. IEEE Trans. Cybern. 52(7): 6158-6169 (2022) - [j157]Lin Bai, Qingxin Liu, Cuiling Li, Zhen Ye, Meng Hui, Xiuping Jia:
Remote Sensing Image Scene Classification Using Multiscale Feature Fusion Covariance Network With Octave Convolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j156]Adnan Farooq, Xiuping Jia, Jiankun Hu, Jun Zhou:
Transferable Convolutional Neural Network for Weed Mapping With Multisensor Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j155]Hang Fu, Genyun Sun, Jinchang Ren, Aizhu Zhang, Xiuping Jia:
Fusion of PCA and Segmented-PCA Domain Multiscale 2-D-SSA for Effective Spectral-Spatial Feature Extraction and Data Classification in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j154]Hang Fu, Aizhu Zhang, Genyun Sun, Jinchang Ren, Xiuping Jia, Zhaojie Pan, Hongzhang Ma:
A Novel Band Selection and Spatial Noise Reduction Method for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j153]Sen Jia, Shuguo Jiang, Zhijie Lin, Meng Xu, Weiwei Sun, Qiang Huang, Jiasong Zhu, Xiuping Jia:
A Semisupervised Siamese Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j152]Sen Jia, Jianhui Liao, Meng Xu, Yan Li, Jiasong Zhu, Weiwei Sun, Xiuping Jia, Qingquan Li:
3-D Gabor Convolutional Neural Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j151]Sen Jia, Xiaomei Liu, Meng Xu, Qiao Yan, Jun Zhou, Xiuping Jia, Qingquan Li:
Gradient Feature-Oriented 3-D Domain Adaptation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j150]Sen Jia, Zhihao Wang, Qingquan Li, Xiuping Jia, Meng Xu:
Multiattention Generative Adversarial Network for Remote Sensing Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j149]Sen Jia, Yue Yuan, Nanying Li, Jianhui Liao, Qiang Huang, Xiuping Jia, Meng Xu:
A Multiscale Superpixel-Level Group Clustering Framework for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j148]Tianzhu Liu, Yanfeng Gu, Wenyong Yu, Xiuping Jia, Jocelyn Chanussot:
Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j147]Tian-Yu Ma, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza:
Lightweight Tensorized Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j146]Jue Zhang, Xiuping Jia, Jiankun Hu:
SP-RAN: Self-Paced Residual Aggregated Network for Solar Panel Mapping in Weakly Labeled Aerial Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j145]Xuming Zhang, Genyun Sun, Xiuping Jia, Lixin Wu, Aizhu Zhang, Jinchang Ren, Hang Fu, Yanjuan Yao:
Spectral-Spatial Self-Attention Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j144]Aizhu Zhang, Genyun Sun, Zhaojie Pan, Jinchang Ren, Xiuping Jia, Chenglong Zhang, Hang Fu, Yanjuan Yao:
Bayesian Gravitation-Based Classification for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j143]Shuyu Zhang, Dingding Tang, Nanying Li, Xiuping Jia, Sen Jia:
Superpixel-Guided Variable Gabor Phase Coding Fusion for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j142]Chunhui Zhao, Chuang Li, Shou Feng, Xiuping Jia:
Enhanced Total Variation Regularized Representation Model With Endmember Background Dictionary for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j141]Renxiang Zuo, Guangyun Zhang, Rongting Zhang, Xiuping Jia:
A Deformable Attention Network for High-Resolution Remote Sensing Images Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j140]Qiang Li, Yuan Yuan, Xiuping Jia, Qi Wang:
Dual-Stage Approach Toward Hyperspectral Image Super-Resolution. IEEE Trans. Image Process. 31: 7252-7263 (2022) - 2021
- [j139]Yanfeng Gu, Tianzhu Liu, Guoming Gao, Guangbo Ren, Yi Ma, Jocelyn Chanussot, Xiuping Jia:
Multimodal hyperspectral remote sensing: an overview and perspective. Sci. China Inf. Sci. 64(2) (2021) - [j138]Jie Lei, Meiqi Li, Weiying Xie, Yunsong Li, Xiuping Jia:
Spectral mapping with adversarial learning for unsupervised hyperspectral change detection. Neurocomputing 465: 71-83 (2021) - [j137]Benqin Song, Peijun Li, Xiuping Jia:
New Feature Selection Methods Using Sparse Representation for One-Class Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 18(10): 1761-1765 (2021) - [j136]Lei Li, Jihao Yin, Xiuping Jia, Sen Li, Bingnan Han:
Joint Spatial-Spectral Attention Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18(10): 1816-1820 (2021) - [j135]Bingnan Han, Jihao Yin, Xiaoyan Luo, Xiuping Jia:
Multibranch Spatial-Channel Attention for Semantic Labeling of Very High-Resolution Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 18(12): 2167-2171 (2021) - [j134]Weiying Xie, Jiaqing Zhang, Jie Lei, Yunsong Li, Xiuping Jia:
Self-spectral learning with GAN based spectral-spatial target detection for hyperspectral image. Neural Networks 142: 375-387 (2021) - [j133]Weiying Xie, Jie Lei, Shuo Fang, Yunsong Li, Xiuping Jia, Mingsuo Li:
Dual feature extraction network for hyperspectral image analysis. Pattern Recognit. 118: 107992 (2021) - [j132]Qian Liu, Zebin Wu, Xiuping Jia, Yang Xu, Zhihui Wei:
From Local to Global: Class Feature Fused Fully Convolutional Network for Hyperspectral Image Classification. Remote. Sens. 13(24): 5043 (2021) - [j131]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) - [j130]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) - [j129]Zhijun Jiao, Genyun Sun, Aizhu Zhang, Xiuping Jia, Hui Huang, Yanjuan Yao:
Water Benefit-Based Ecological Index for Urban Ecological Environment Quality Assessments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7557-7569 (2021) - [j128]Sen Jia, Zhangwei Zhan, Meng Zhang, Meng Xu, Qiang Huang, Jun Zhou, Xiuping Jia:
Multiple Feature-Based Superpixel-Level Decision Fusion for Hyperspectral and LiDAR Data Classification. IEEE Trans. Geosci. Remote. Sens. 59(2): 1437-1452 (2021) - [j127]Xiaoyu Dong, Xu Sun, Xiuping Jia, Zhihong Xi, Lianru Gao, Bing Zhang:
Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks. IEEE Trans. Geosci. Remote. Sens. 59(2): 1618-1633 (2021) - [j126]Xiaoyu Dong, Longguang Wang, Xu Sun, Xiuping Jia, Lianru Gao, Bing Zhang:
Remote Sensing Image Super-Resolution Using Second-Order Multi-Scale Networks. IEEE Trans. Geosci. Remote. Sens. 59(4): 3473-3485 (2021) - [j125]Sen Jia, Zhijie Lin, Meng Xu, Qiang Huang, Jun Zhou, Xiuping Jia, Qingquan Li:
A Lightweight Convolutional Neural Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(5): 4150-4163 (2021) - [j124]Chao Pan, Xiuping Jia, Jie Li, Xinbo Gao:
Adaptive Edge Preserving Maps in Markov Random Fields for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(10): 8568-8583 (2021) - [j123]Libao Zhang, Jue Zhang, Jie Ma, Xiuping Jia:
SC-PNN: Saliency Cascade Convolutional Neural Network for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 59(11): 9697-9715 (2021) - [j122]Xin Huang, Shuang Li, Jiayi Li, Xiuping Jia, Jun Li, Xiao Xiang Zhu, Jón Atli Benediktsson:
A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas. IEEE Trans. Geosci. Remote. Sens. 59(12): 10266-10285 (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) - 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, Jón 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) - 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) - 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, Jón 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, Jón Atli Benediktsson:
Multiple Kernel Learning for Hyperspectral Image Classification: A Review. IEEE Trans. Geosci. Remote. Sens. 55(11): 6547-6565 (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, Jón 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, Jón 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, Jón 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, Jón Atli Benediktsson:
Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(12): 7416-7430 (2016) - 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]Yanfeng Gu, Qingwang Wang, Xiuping Jia, Jón Atli Benediktsson:
A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification. IEEE Trans. Geosci. Remote. Sens. 53(10): 5312-5326 (2015) - [j37]Guangyun Zhang, Xiuping Jia, Jiankun Hu:
Superpixel-Based Graphical Model for Remote Sensing Image Mapping. IEEE Trans. Geosci. Remote. Sens. 53(11): 5861-5871 (2015) - [j36]Jinwei Xu, Jiankun Hu, Xiuping Jia:
A Multistaged Automatic Restoration of Noisy Microscopy Cell Images. IEEE J. Biomed. Health Informatics 19(1): 367-376 (2015) - 2014
- [j35]Md. Ali Hossain, Xiuping Jia, Mark R. Pickering:
Subspace Detection Using a Mutual Information Measure for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 11(2): 424-428 (2014) - [j34]M. Mamun, Xiuping Jia, Michael J. Ryan:
Nonlinear Elastic Model for Flexible Prediction of Remotely Sensed Multitemporal Images. IEEE Geosci. Remote. Sens. Lett. 11(5): 1005-1009 (2014) - [j33]Devis Tuia, Erzsébet Merényi, Xiuping Jia, Manuel Graña Romay:
Foreword to the Special Issue on Machine Learning for Remote Sensing Data Processing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1007-1011 (2014) - [j32]Xiuping Jia, Liguo Wang:
Fuzzy Assessment of Spectral Unmixing Algorithms. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 1947-1955 (2014) - [j31]Changshan Wu, Chengbin Deng, Xiuping Jia:
Spatially Constrained Multiple Endmember Spectral Mixture Analysis for Quantifying Subpixel Urban Impervious Surfaces. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 1976-1984 (2014) - 2013
- [j30]Ngai Ming Kwok, Haiyan Shi, Quang Phuc Ha, Gu Fang, Shengyong Chen, Xiuping Jia:
Simultaneous image color correction and enhancement using particle swarm optimization. Eng. Appl. Artif. Intell. 26(10): 2356-2371 (2013) - [j29]Shanshan Li, Bing Zhang, An Li, Xiuping Jia, Lianru Gao, Man Peng:
Hyperspectral Imagery Clustering With Neighborhood Constraints. IEEE Geosci. Remote. Sens. Lett. 10(3): 588-592 (2013) - [j28]Jihao Yin, Chao Gao, Xiuping Jia:
Wavelet Packet Analysis and Gray Model for Feature Extraction of Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. 10(4): 682-686 (2013) - [j27]Xiuping Jia, Bor-Chen Kuo, Melba M. Crawford:
Feature Mining for Hyperspectral Image Classification. Proc. IEEE 101(3): 676-697 (2013) - [j26]Jihao Yin, Chao Gao, Xiuping Jia:
A New Target Detector for Hyperspectral Data Using Cointegration Theory. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 638-643 (2013) - [j25]Yanfeng Gu, Shizhe Wang, Xiuping Jia:
Spectral Unmixing in Multiple-Kernel Hilbert Space for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 51(7-1): 3968-3981 (2013) - 2012
- [j24]Freek D. van der Meer, Xiuping Jia:
Collinearity and orthogonality of endmembers in linear spectral unmixing. Int. J. Appl. Earth Obs. Geoinformation 18: 491-503 (2012) - [j23]Jihao Yin, Chao Gao, Xiuping Jia:
Using Hurst and Lyapunov Exponent For Hyperspectral Image Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 9(4): 705-709 (2012) - [j22]Guangyun Zhang, Xiuping Jia:
Simplified Conditional Random Fields With Class Boundary Constraint for Spectral-Spatial Based Remote Sensing Image Classification. IEEE Geosci. Remote. Sens. Lett. 9(5): 856-860 (2012) - [j21]Theam Foo Ng, Tuan D. Pham, Xiuping Jia:
Feature interaction in subspace clustering using the Choquet integral. Pattern Recognit. 45(7): 2645-2660 (2012) - [j20]Bing Zhang, Wenfei Luo, Xiuping Jia:
New Improvements in Parallel Implementation of N-FINDR Algorithm. IEEE Trans. Geosci. Remote. Sens. 50(10): 3648-3659 (2012) - [j19]Mahmudul Hasan, Mark R. Pickering, Xiuping Jia:
Robust Automatic Registration of Multimodal Satellite Images Using CCRE With Partial Volume Interpolation. IEEE Trans. Geosci. Remote. Sens. 50(10): 4050-4061 (2012) - 2011
- [j18]Ngai Ming Kwok, Xiuping Jia, Dalong Wang, Shengyong Chen, Gu Fang, Quang Phuc Ha:
Visual impact enhancement via image histogram smoothing and continuous intensity relocation. Comput. Electr. Eng. 37(5): 681-694 (2011) - [j17]Bing Zhang, Shanshan Li, Xiuping Jia, Lianru Gao, Man Peng:
Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 8(5): 973-977 (2011) - [j16]Xuehong Chen, Jin Chen, Xiuping Jia, Ben Somers, Jin Wu, Pol Coppin:
A Quantitative Analysis of Virtual Endmembers' Increased Impact on the Collinearity Effect in Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 49(8): 2945-2956 (2011) - [j15]Antonio Plaza, Qian Du, José M. Bioucas-Dias, Xiuping Jia, Fred A. Kruse:
Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data. IEEE Trans. Geosci. Remote. Sens. 49(11): 4104-4111 (2011) - 2010
- [j14]Feng Li, Xiuping Jia, Donald Fraser, Andrew J. Lambert:
Super Resolution for Remote Sensing Images Based on a Universal Hidden Markov Tree Model. IEEE Trans. Geosci. Remote. Sens. 48(3-1): 1270-1278 (2010) - 2009
- [j13]Liguo Wang, Xiuping Jia:
Integration of Soft and Hard Classifications Using Extended Support Vector Machines. IEEE Geosci. Remote. Sens. Lett. 6(3): 543-547 (2009) - [j12]Feng Li, Xiuping Jia, Donald Fraser:
Superresolution Reconstruction of Multispectral Data for Improved Image Classification. IEEE Geosci. Remote. Sens. Lett. 6(4): 689-693 (2009) - [j11]Jin Chen, Xiuping Jia, Wei Yang, Bunkei Matsushita:
Generalization of Subpixel Analysis for Hyperspectral Data With Flexibility in Spectral Similarity Measures. IEEE Trans. Geosci. Remote. Sens. 47(7-2): 2165-2171 (2009) - 2008
- [j10]Xiuping Jia, John A. Richards:
Managing the Spectral-Spatial Mix in Context Classification Using Markov Random Fields. IEEE Geosci. Remote. Sens. Lett. 5(2): 311-314 (2008) - [j9]John A. Richards, Xiuping Jia:
Using Suitable Neighbors to Augment the Training Set in Hyperspectral Maximum Likelihood Classification. IEEE Geosci. Remote. Sens. Lett. 5(4): 774-777 (2008) - 2007
- [j8]Liguo Wang, Xiuping Jia, Ye Zhang:
A Novel Geometry-Based Feature-Selection Technique for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 4(1): 171-175 (2007) - [j7]John A. Richards, Xiuping Jia:
A Dempster-Shafer Relaxation Approach to Context Classification. IEEE Trans. Geosci. Remote. Sens. 45(5-2): 1422-1431 (2007) - 2006
- [j6]Feng Li, Donald Fraser, Xiuping Jia:
Improved IBP for Super-resolving Remote Sensing Images. Ann. GIS 12(2): 106-111 (2006) - 2005
- [j5]Xiuping Jia, John A. Richards:
Fast k-NN classification using the cluster-space approach. IEEE Geosci. Remote. Sens. Lett. 2(2): 225-228 (2005) - 2003
- [j4]Xiuping Jia, John A. Richards:
Efficient transmission and classification of hyperspectral image data. IEEE Trans. Geosci. Remote. Sens. 41(5): 1129-1131 (2003) - 2002
- [j3]Xiuping Jia, John A. Richards:
Cluster-space representation for hyperspectral data classification. IEEE Trans. Geosci. Remote. Sens. 40(3): 593-598 (2002) - 1999
- [j2]Xiuping Jia, John A. Richards:
Segmented principal components transformation for efficient hyperspectral remote-sensing image display and classification. IEEE Trans. Geosci. Remote. Sens. 37(1): 538-542 (1999) - 1994
- [j1]Xiuping Jia, John A. Richards:
Efficient maximum likelihood classification for imaging spectrometer data sets. IEEE Trans. Geosci. Remote. Sens. 32(2): 274-281 (1994)
Conference and Workshop Papers
- 2023
- [c73]Jue Zhang, Jiankun Hu, Xiuping Jia:
Learning Discriminative Features with Attention Based Dual-Stream Decoder for Weakly Supervised Solar Panel Mapping. WHISPERS 2023: 1-5 - 2022
- [c72]Jue Zhang, Xiuping Jia, Jun Zhou, Jiankun Hu:
Learning Uncertainty-Aware Label Transition for Weakly Supervised Solar Panel Mapping with Aerial Images. IGARSS 2022: 1181-1184 - 2021
- [c71]Junpeng Zhang, Jue Zhang, Xiuping Jia:
Learning Via Watching: A Weakly Supervised Moving Object Detector for Satellite Videos. IGARSS 2021: 2333-2336 - [c70]Jue Zhang, Xiuping Jia, Jiankun Hu:
Weakly Supervised Solar Panel Mapping Using Residual Aggregated Network for Aerial Images. IGARSS 2021: 2787-2790 - 2020
- [c69]Jue Zhang, Xiuping Jia, Jiankun Hu:
Pseudo Supervised Solar Panel Mapping based on Deep Convolutional Networks with Label Correction Strategy in Aerial Images. DICTA 2020: 1-8 - 2019
- [c68]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 - [c67]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 - [c66]Adnan Farooq, Xiuping Jia, Jun Zhou:
Texture and Shape Features for Grass Weed Classification Using Hyperspectral Remote Sensing Images. IGARSS 2019: 7208-7211 - [c65]Xiaolin Chen, Xiuping Jia, Mark Pickering:
Urban-Rural Fringe Recognition with the Integration of Optical and Nighttime Lights Data. IGARSS 2019: 7435-7438 - [c64]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 - [c63]Adnan Farooq, Xiuping Jia, Jiankun Hu, Jun Zhou:
Knowledge Transfer via Convolution Neural Networks for Multi-Resolution Lawn Weed Classification. WHISPERS 2019: 1-5 - 2018
- [c62]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 - [c61]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 - [c60]Dong Zhao, Huixin Zhou, Shenghui Rong, Xiuping Jia:
An Adaptation of Cnn for Small Target Detection in the Infrared. IGARSS 2018: 669-672 - [c59]Xiaolin Chen, Xiuping Jia, Mark Pickering, Genyun Sun:
Improving Impervious Surface Estimation by Integrating Multispectral and Nighttime Light Images. IGARSS 2018: 2677-2680 - [c58]Adnan Farooq, Jiankun Hu, Xiuping Jia:
Weed Classification in Hyperspectral Remote Sensing Images Via Deep Convolutional Neural Network. IGARSS 2018: 3816-3819 - [c57]Feng Li, Lei Xin, Yi Guo, Xiuping Jia:
Multitemporal Mid-Infrared Imagery Based Calibration and Super Resolution for Gaofen-4. IGARSS 2018: 7038-7041 - [c56]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 - [c55]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
- [c54]Junpeng Zhang, Xiuping Jia, Jiankun Hu:
Motion Flow Clustering for Moving Vehicle Detection from Satellite High Definition Video. DICTA 2017: 1-7 - [c53]Qishuo Gao, Samsung Lim, Xiuping Jia:
Classification of Hyperspectral Imagery Based on Dictionary Learning and Extended Multi-attribute Profiles. ICIG (3) 2017: 358-369 - [c52]Yiqing Guo, Xiuping Jia, David Paull:
A domain-transfer support vector machine for multi-temporal remote sensing imagery classification. IGARSS 2017: 2215-2218 - [c51]Adnan Farooq, Jiankun Hu, Xiuping Jia:
Efficient object proposals extraction for target detection in VHR remote sensing images. IGARSS 2017: 3337-3340 - [c50]Yanming Zhu, Xuefei Yin, Xiuping Jia, Jiankun Hu:
Latent fingerprint segmentation based on convolutional neural networks. WIFS 2017: 1-6 - 2016
- [c49]Sen Jia, Jie Hu, Lin Deng, Xiuping Jia:
Three-dimensional local binary patterns for hyperspectral imagery classification. IGARSS 2016: 465-468 - [c48]Meng Xu, Xiuping Jia, Mark R. Pickering, Dar A. Roberts:
Spectral unmixing for fire smoke detection and removal. IGARSS 2016: 806-808 - [c47]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 - [c46]Sen Jia, Bin Deng, Xiuping Jia:
Superpixel-level sparse representation-based classification for hyperspectral imagery. IGARSS 2016: 3302-3305 - [c45]Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia:
CRF learning with CNN features for hyperspectral image segmentation. IGARSS 2016: 6890-6893 - [c44]Shanshan Li, Bing Zhang, Xiuping Jia, Hua Wu:
Fusion multiscale superpixel features for classification of hyperspectral images. WHISPERS 2016: 1-4 - 2015
- [c43]Meng Xu, Xiuping Jia, Mark R. Pickering:
Cloud effects removal via sparse representation. IGARSS 2015: 605-608 - [c42]Genping Zhao, Xiuping Jia, Chunhui Zhao:
Multiple endmembers based unmixing using Archetypal Analysis. IGARSS 2015: 5039-5042 - [c41]Guoming Gao, Huan Liu, Yanfeng Gu, Xiuping Jia:
Normalized difference phytoplankton index (NDPI) and spatio-temporal cloud filtering for multitemporal cyanobacteria pollution analysis on Erie Lake in 2014. MultiTemp 2015: 1-4 - 2014
- [c40]Yuanyuan Fu, Xiuping Jia, Wenjiang Huang, Jihua Wang:
A comparative analysis of mutual information based feature selection for hyperspectral image classification. ChinaSIP 2014: 148-152 - [c39]Md. Al Mamun, Xiuping Jia, Md. Ali Hossain:
Reconstruction of satellite images by multi-temporal gradient based sequential prediction. IGARSS 2014: 1616-1618 - [c38]Meng Xu, Xiuping Jia, Mark R. Pickering:
Automatic cloud removal for Landsat 8 OLI images using cirrus band. IGARSS 2014: 2511-2514 - 2013
- [c37]Shanshan Li, Xiuping Jia, Bing Zhang:
Superpixel-based Markov random field for classification of hyperspectral images. IGARSS 2013: 3491-3494 - [c36]Md. Ali Hossain, Xiuping Jia, Mark R. Pickering:
Incorporating spatial properties in subspace detection. IGARSS 2013: 3986-3989 - [c35]Md. Ali Hossain, Xiuping Jia, Mark Pickering:
Subspace detection based on the combination of nonlinear feature extraction and feature selection. WHISPERS 2013: 1-4 - [c34]Zhi Huang, Xiuping Jia:
A hybrid segmentation technique for objected-based hyperspectral data classification over complex sub-urban landscape. WHISPERS 2013: 1-4 - 2012
- [c33]Mahmudul Hasan, Mark R. Pickering, Xiuping Jia:
Modified SIFT for multi-modal remote sensing image registration. IGARSS 2012: 2348-2351 - [c32]Md. Ali Hossain, Xiuping Jia, Mark R. Pickering:
Improved feature selection based on a mutual information measure for hyperspectral image classification. IGARSS 2012: 3058-3061 - [c31]Xiaofeng Li, Liguo Wang, Xiuping Jia:
Spectral unmixing based on improved extended support vector machines. IGARSS 2012: 4118-4121 - [c30]Jihao Yin, Chao Gao, Xiuping Jia:
Cointegration theory for adaptive target detection in hyperspectral images. IGARSS 2012: 4150-4153 - [c29]Guangyun Zhang, Xiuping Jia, Ngai Ming Kwok:
Super pixel based remote sensing image classification with histogram descriptors on spectral and spatial data. IGARSS 2012: 4335-4338 - [c28]Mingyi He, Feng Wei, Xiuping Jia:
Globally maximizing, locally minimizing: Regularized Nonnegative Matrix Factorization for hyperspectral data feature extraction. WHISPERS 2012: 1-4 - [c27]Theam Foo Ng, Xiuping Jia, Tuan D. Pham:
Weighted features for cluster space classificaton of hyperspectral images. WHISPERS 2012: 1-4 - [c26]Simit Raval, Xiuping Jia, R. M. Merton, D. Laurence:
Characterising surface mineralogy of an open pit mining area using hyperion imagery. WHISPERS 2012: 1-4 - 2011
- [c25]Haobo Lin, Yanchen Bo, Jindi Wang, Xiuping Jia:
Landscape structure based super-resolution mapping from remotely sensed imagery. IGARSS 2011: 79-82 - [c24]Md. Ali Hossain, Mark R. Pickering, Xiuping Jia:
Unsupervised feature extraction based on a mutual information measure for hyperspectral image classification. IGARSS 2011: 1720-1723 - [c23]Guangyun Zhang, Xiuping Jia:
Feature selection using Kernel based Local Fisher Discriminant Analysis for hyperspectral image classification. IGARSS 2011: 1728-1731 - 2010
- [c22]Dalong Wang, Ngai Ming Kwok, Xiuping Jia, Feng Li:
A Cellular Automata Based Crowd Behavior Model. AICI (2) 2010: 218-225 - [c21]Mahmudul Hasan, Mark R. Pickering, Antonio Robles-Kelly, Jun Zhou, Xiuping Jia:
Regisration of hyperspectral and trichromatic images via cross cumulative residual entropy maximisation. ICIP 2010: 2329-2332 - [c20]Mahmudul Hasan, Xiuping Jia, Antonio Robles-Kelly, Jun Zhou, Mark R. Pickering:
Multi-spectral remote sensing image registration via spatial relationship analysis on sift keypoints. IGARSS 2010: 1011-1014 - [c19]Yi Xiao, Tuan D. Pham, Xiuping Jia, Xiaobo Zhou, Hong Yan:
Correlation-based cluster-space transform for major adverse cardiac event prediction. SMC 2010: 2003-2007 - [c18]Xuehong Chen, Jin Chen, Xiuping Jia, Jin Wu:
Impact of collinearity on linear and nonlinear spectral mixture analysis. WHISPERS 2010: 1-4 - [c17]Xiuping Jia, Chandrama Dey, Donald Fraser, Leo Lymburner, Adam Lewis:
Controlled spectral unmixing using extended Support Vector Machines. WHISPERS 2010: 1-4 - 2009
- [c16]Md. Al Mamun, Xiuping Jia, Michael Ryan:
Combined Time Domain and Spectral Domain Data Compression for Fast Multispectral Imagery Updating. DICTA 2009: 285-290 - [c15]Chandrama Dey, Xiuping Jia, Donald Fraser, L. Wang:
Mixed Pixel Analysis for Flood Mapping Using Extended Support Vector Machine. DICTA 2009: 291-295 - [c14]Zhiying Wen, Feng Li, Donald Fraser, Andrew J. Lambert, Xiuping Jia:
A Super Resolution Algorithm for Atmospherically Degraded Images Using Lucky Regions and MAP-uHMT. DICTA 2009: 374-380 - [c13]Mahmudul Hasan, Mark R. Pickering, Xiuping Jia:
Multi-modal Registration of SAR and Optical Satellite Images. DICTA 2009: 447-453 - [c12]Md. Al Mamun, Xiuping Jia, Michael Ryan:
Adaptive Data Compression for Efficient Sequential Transmission and Change Updating of Remote Sensing Images. IGARSS (4) 2009: 498-501 - 2008
- [c11]Md. Al Mamun, Xiuping Jia, Michael Ryan:
Sequential Transmission of Remote Sensing Data Using a Linear Model to Update Change. DICTA 2008: 104-110 - [c10]Chandrama Dey, Xiuping Jia, Donald Fraser:
Decision Fusion for Reliable Flood Mapping Using Remote Sensing Images. DICTA 2008: 184-190 - [c9]Feng Li, Xiuping Jia, Donald Fraser:
Universal HMT based super resolution for remote sensing images. ICIP 2008: 333-336 - [c8]Haobo Lin, Jindi Wang, Xiuping Jia, Yanchen Bo, Dongwei Wang, Zhuosen Wang:
Evaluation of MODIS Land Cover Product of East China. IGARSS (4) 2008: 762-765 - 2007
- [c7]Feng Li, Donald Fraser, Xiuping Jia:
Wavelet Domain Deblurring and Denoising for Image Resolution Improvement. DICTA 2007: 373-379 - [c6]Yi Xiao, Xiuping Jia, David Tien:
A Knowledge Based Classification for Urban Mapping Using High Resolution Remote Sensing Data. DICTA 2007: 586-591 - [c5]Xiuping Jia, John A. Richards:
Controlling the spectral-spatial mix in context classification using Markov Random Fields. IGARSS 2007: 3798-3801 - 2004
- [c4]John A. Richards, Xiuping Jia:
Context classification using evidential relaxation. IGARSS 2004: 532-535 - 2003
- [c3]R. Ian Faulconbridge, Mark R. Pickering, Michael J. Ryan, Xiuping Jia:
A new approach to controlling compression-induced distortion of hyperspectral images. IGARSS 2003: 1830-1832 - 2002
- [c2]Zhi Huang, Xiuping Jia, Brian Turner, William Foley, Stephen Dury:
Use of HYMAP image data to estimate sideroxylonal-A concentration of eucalypt foliage. IGARSS 2002: 1652-1654 - [c1]Xiuping Jia:
Simplified maximum likelihood classification for hyperspectral data in cluster space. IGARSS 2002: 2578-2580
Informal and Other Publications
- 2024
- [i15]Guanchun Wang, Xiangrong Zhang, Zelin Peng, Tianyang Zhang, Xiuping Jia, Licheng Jiao:
S2Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification. CoRR abs/2404.18213 (2024) - 2023
- [i14]Jiaqing Zhang, Jie Lei, Weiying Xie, Yunsong Li, Xiuping Jia:
Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching. CoRR abs/2301.00131 (2023) - [i13]Xiangrong Zhang, Tianyang Zhang, Guanchun Wang, Peng Zhu, Xu Tang, Xiuping Jia, Licheng Jiao:
Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances. CoRR abs/2309.06751 (2023) - [i12]Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Foundation Model. CoRR abs/2311.07113 (2023) - 2022
- [i11]Qiang Li, Yuan Yuan, Xiuping Jia, Qi Wang:
Dual-Stage Approach Toward Hyperspectral Image Super-Resolution. CoRR abs/2204.04387 (2022) - [i10]Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza:
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review. CoRR abs/2205.09933 (2022) - [i9]Yanming Zhu, Xuefei Yin, Xiuping Jia, Jiankun Hu:
Pair-Relationship Modeling for Latent Fingerprint Recognition. CoRR abs/2207.00587 (2022) - 2021
- [i8]Xuan Yang, Shanshan Li, Zhengchao Chen, Jocelyn Chanussot, Xiuping Jia, Bing Zhang, Baipeng Li, Pan Chen:
An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery. CoRR abs/2105.04132 (2021) - [i7]Meng Xu, Zhihao Wang, Jiasong Zhu, Xiuping Jia, Sen Jia:
Multi-Attention Generative Adversarial Network for Remote Sensing Image Super-Resolution. CoRR abs/2107.06536 (2021) - 2019
- [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) - 2017
- [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) - 2014
- [i2]Jinwei Xu, Jiankun Hu, Xiuping Jia:
A Fully Automated Latent Fingerprint Matcher with Embedded Self-learning Segmentation Module. CoRR abs/1406.6854 (2014) - [i1]Jinwei Xu, Jiankun Hu, Xiuping Jia:
A New Path to Construct Parametric Orientation Field: Sparse FOMFE Model and Compressed Sparse FOMFE Model. CoRR abs/1407.0342 (2014)
Coauthor Index
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