Xiuping Jia

283 papers B 3C 40Misc 12Journal 209Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
NAM-CR: Noise-aware multisensor cloud removal for optical remote sensing imagery by fusing SAR data.
Inf. Fusion
Meng Xu, Ruihua Zhang, Shuyi Liu, Xiuping Jia, Qingquan Li, Sen Jia
2025 J jnl
A B-Spline Function Based 3D Point Cloud Flattening Scheme for 3D Fingerprint Recognition and Identification.
IEEE Open J. Comput. Soc.
Mohammad Mogharen Askarin, Jiankun Hu, Min Wang, Xuefei Yin, Xiuping Jia
2025 J jnl
A General Spatial-Frequency Learning Framework for Multimodal Image Fusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Man Zhou, Jie Huang, Keyu Yan, Danfeng Hong, Xiuping Jia, Jocelyn Chanussot, Chongyi Li
2025 J jnl
Feature Pyramid Fusion Network for Hyperspectral Pansharpening.
IEEE Trans. Neural Networks Learn. Syst.
Wenqian Dong, Yihan Yang, Jiahui Qu, Yunsong Li, Yufei Yang, Xiuping Jia
2025 J jnl
Hyperspectral Imaging.
CoRR
Danfeng Hong, Chenyu Li, Naoto Yokoya, Bing Zhang, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2025 J jnl
Learning Disentangled Priors for Hyperspectral Anomaly Detection: A Coupling Model-Driven and Data-Driven Paradigm.
IEEE Trans. Neural Networks Learn. Syst.
Chenyu Li, Bing Zhang, Danfeng Hong, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot
2024 J jnl
Automatic impervious surface mapping in subtropical China via a terrain-guided gated fusion network.
Int. J. Appl. Earth Obs. Geoinformation
Zheng Li, Aizhu Zhang, Genyun Sun, Zheng Han, Xiuping Jia
2024 J jnl
CAT: Center Attention Transformer With Stratified Spatial-Spectral Token for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiaqi Feng, Qixiong Wang, Guangyun Zhang, Xiuping Jia, Jihao Yin
2024 J jnl
Distribution-Aware and Class-Adaptive Aggregation for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Ying Guo, Bin Fan, Yan Feng, Xiuping Jia, Mingyi He
2024 J jnl
Graph-in-Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Sen Jia, Shuguo Jiang, Shuyu Zhang, Meng Xu, Xiuping Jia
2024 J jnl
Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution.
IEEE Trans. Geosci. Remote. Sens.
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot
2024 J jnl
Point-Based Weakly Supervised Deep Learning for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yuanhao Zhao, Genyun Sun, Ziyan Ling, Aizhu Zhang, Xiuping Jia
2024 J jnl
S
CoRR
Guanchun Wang, Xiangrong Zhang, Zelin Peng, Tianyang Zhang, Xiuping Jia, Licheng Jiao
2024 J jnl
Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yuqun Yang, Xu Tang, Xiangrong Zhang, Jingjing Ma, Fang Liu, Xiuping Jia, Licheng Jiao
2024 J jnl
SpectralGPT: Spectral Remote Sensing Foundation Model.
IEEE Trans. Pattern Anal. Mach. Intell.
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
2024 J jnl
Weakly Supervised Solar Panel Mapping via Uncertainty Adjusted Label Transition in Aerial Images.
IEEE Trans. Image Process.
Jue Zhang, Xiuping Jia, Jun Zhou, Junpeng Zhang, Jiankun Hu
2023 J jnl
AACNet: Asymmetric Attention Convolution Network for Hyperspectral Image Dehazing.
IEEE Trans. Geosci. Remote. Sens.
Meng Xu, Yanxin Peng, Ying Zhang, Xiuping Jia, Sen Jia
2023 J jnl
Bayesian Nonlocal Patch Tensor Factorization for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process.
Fei Ye, Zebin Wu, Xiuping Jia, Jocelyn Chanussot, Yang Xu, Zhihui Wei
2023 J jnl
DSP-Net: A Dynamic Spectral-Spatial Joint Perception Network for Hyperspectral Target Tracking.
IEEE Geosci. Remote. Sens. Lett.
Xuguang Zhu, Haorui Zhang, Bin Hu, Kunpeng Huang, Pattathal V. Arun, Xiuping Jia, Dong Zhao, Qing Wang, Huixin Zhou, Shuowen Yang
2023 J jnl
Enhanced Autoencoders With Attention-Embedded Degradation Learning for Unsupervised Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Jiaxin Li, Ke Zheng, Xiuping Jia
2023 J jnl
Guided Hybrid Quantization for Object Detection in Remote Sensing Imagery via One-to-One Self-Teaching.
IEEE Trans. Geosci. Remote. Sens.
Jiaqing Zhang, Jie Lei, Weiying Xie, Yunsong Li, Geng Yang, Xiuping Jia
2023 J jnl
Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching.
CoRR
Jiaqing Zhang, Jie Lei, Weiying Xie, Yunsong Li, Xiuping Jia
2023 J jnl
Hierarchical Attention Feature Fusion-Based Network for Land Cover Change Detection With Homogeneous and Heterogeneous Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Jie Liu, Weiwei Sun, Tao Lei, Jón Atli Benediktsson, Xiuping Jia
2023 J jnl
Hyperspectral Image Classification With Multi-Attention Transformer and Adaptive Superpixel Segmentation-Based Active Learning.
IEEE Trans. Image Process.
Chunhui Zhao, Boao Qin, Shou Feng, Wenxiang Zhu, Weiwei Sun, Wei Li, Xiuping Jia
2023 J jnl
Large Kernel Spectral and Spatial Attention Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Genyun Sun, Zhaojie Pan, Aizhu Zhang, Xiuping Jia, Jinchang Ren, Hang Fu, Kai Yan
2023 — conf
Learning Discriminative Features with Attention Based Dual-Stream Decoder for Weakly Supervised Solar Panel Mapping.
WHISPERS
Jue Zhang, Jiankun Hu, Xiuping Jia
2023 J jnl
MSRF-Net: Multiscale Receptive Field Network for Building Detection From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yuanhao Zhao, Genyun Sun, Li Zhang, Aizhu Zhang, Xiuping Jia, Zheng Han
2023 J jnl
Mesh-Based DGCNN: Semantic Segmentation of Textured 3-D Urban Scenes.
IEEE Trans. Geosci. Remote. Sens.
Rongting Zhang, Guangyun Zhang, Jihao Yin, Xiuping Jia, Ajmal Mian
2023 J jnl
Multiscale Prototype Contrast Network for High-Resolution Aerial Imagery Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Qixiong Wang, Xiaoyan Luo, Jiaqi Feng, Guangyun Zhang, Xiuping Jia, Jihao Yin
2023 J jnl
Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Ping Ma, Jinchang Ren, Genyun Sun, Huimin Zhao, Xiuping Jia, Yijun Yan, Jaime Zabalza
2023 J jnl
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution.
IEEE Trans. Image Process.
Wenqian Dong, Jiahui Qu, Song Xiao, Tongzhen Zhang, Yunsong Li, Xiuping Jia
2023 J jnl
Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances.
CoRR
Xiangrong Zhang, Tianyang Zhang, Guanchun Wang, Peng Zhu, Xu Tang, Xiuping Jia, Licheng Jiao
2023 J jnl
SpectralGPT: Spectral Foundation Model.
CoRR
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
2023 J jnl
Tensor Singular Spectrum Analysis for 3-D Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Hang Fu, Genyun Sun, Aizhu Zhang, Baojie Shao, Jinchang Ren, Xiuping Jia
2023 J jnl
X-Shaped Interactive Autoencoders With Cross-Modality Mutual Learning for Unsupervised Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Jiaxin Li, Ke Zheng, Zhi Li, Lianru Gao, Xiuping Jia
2022 J jnl
3-D Gabor Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Jianhui Liao, Meng Xu, Yan Li, Jiasong Zhu, Weiwei Sun, Xiuping Jia, Qingquan Li
2022 J jnl
A Deformable Attention Network for High-Resolution Remote Sensing Images Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Renxiang Zuo, Guangyun Zhang, Rongting Zhang, Xiuping Jia
2022 J jnl
A Multiscale Superpixel-Level Group Clustering Framework for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Yue Yuan, Nanying Li, Jianhui Liao, Qiang Huang, Xiuping Jia, Meng Xu
2022 J jnl
A Novel Band Selection and Spatial Noise Reduction Method for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hang Fu, Aizhu Zhang, Genyun Sun, Jinchang Ren, Xiuping Jia, Zhaojie Pan, Hongzhang Ma
2022 J jnl
A Semisupervised Siamese Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Shuguo Jiang, Zhijie Lin, Meng Xu, Weiwei Sun, Qiang Huang, Jiasong Zhu, Xiuping Jia
2022 J jnl
A Temporal-Reliable Method for Change Detection in High-Resolution Bi-Temporal Remote Sensing Images.
Remote. Sens.
Fei Pan, Zebin Wu, Xiuping Jia, Qian Liu, Yang Xu, Zhihui Wei
2022 J jnl
Bayesian Gravitation-Based Classification for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Aizhu Zhang, Genyun Sun, Zhaojie Pan, Jinchang Ren, Xiuping Jia, Chenglong Zhang, Hang Fu, Yanjuan Yao
2022 J jnl
Dual-Stage Approach Toward Hyperspectral Image Super-Resolution.
CoRR
Qiang Li, Yuan Yuan, Xiuping Jia, Qi Wang
2022 J jnl
Dual-Stage Approach Toward Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process.
Qiang Li, Yuan Yuan, Xiuping Jia, Qi Wang
2022 J jnl
Enhanced Total Variation Regularized Representation Model With Endmember Background Dictionary for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Chunhui Zhao, Chuang Li, Shou Feng, Xiuping Jia
2022 J jnl
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.
Hang Fu, Genyun Sun, Jinchang Ren, Aizhu Zhang, Xiuping Jia
2022 J jnl
Gradient Feature-Oriented 3-D Domain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Xiaomei Liu, Meng Xu, Qiao Yan, Jun Zhou, Xiuping Jia, Qingquan Li
2022 J jnl
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review.
CoRR
Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza
2022 J jnl
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza
2022 C conf
Learning Uncertainty-Aware Label Transition for Weakly Supervised Solar Panel Mapping with Aerial Images.
IGARSS
Jue Zhang, Xiuping Jia, Jun Zhou, Jiankun Hu
2022 J jnl
Lightweight Tensorized Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tian-Yu Ma, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza
2022 J jnl
Moving Vehicle Detection for Remote Sensing Video Surveillance With Nonstationary Satellite Platform.
IEEE Trans. Pattern Anal. Mach. Intell.
Junpeng Zhang, Xiuping Jia, Jiankun Hu, Kun Tan
2022 J jnl
Multi-Prior Twin Least-Square Network for Anomaly Detection of Hyperspectral Imagery.
Remote. Sens.
Jiaping Zhong, Yunsong Li, Weiying Xie, Jie Lei, Xiuping Jia
2022 J jnl
Multiattention Generative Adversarial Network for Remote Sensing Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Zhihao Wang, Qingquan Li, Xiuping Jia, Meng Xu
2022 J jnl
Pair-Relationship Modeling for Latent Fingerprint Recognition.
CoRR
Yanming Zhu, Xuefei Yin, Xiuping Jia, Jiankun Hu
2022 J jnl
Remote Sensing Image Scene Classification Using Multiscale Feature Fusion Covariance Network With Octave Convolution.
IEEE Trans. Geosci. Remote. Sens.
Lin Bai, Qingxin Liu, Cuiling Li, Zhen Ye, Meng Hui, Xiuping Jia
2022 J jnl
SP-RAN: Self-Paced Residual Aggregated Network for Solar Panel Mapping in Weakly Labeled Aerial Images.
IEEE Trans. Geosci. Remote. Sens.
Jue Zhang, Xiuping Jia, Jiankun Hu
2022 J jnl
Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images.
IEEE Trans. Geosci. Remote. Sens.
Tianzhu Liu, Yanfeng Gu, Wenyong Yu, Xiuping Jia, Jocelyn Chanussot
2022 J jnl
SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image.
IEEE Trans. Cybern.
Genyun Sun, Hang Fu, Jinchang Ren, Aizhu Zhang, Jaime Zabalza, Xiuping Jia, Huimin Zhao
2022 J jnl
Spectral-Spatial Self-Attention Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xuming Zhang, Genyun Sun, Xiuping Jia, Lixin Wu, Aizhu Zhang, Jinchang Ren, Hang Fu, Yanjuan Yao
2022 J jnl
Superpixel Nonlocal Weighting Joint Sparse Representation for Hyperspectral Image Classification.
Remote. Sens.
Aizhu Zhang, Zhaojie Pan, Hang Fu, Genyun Sun, Jun Rong, Jinchang Ren, Xiuping Jia, Yanjuan Yao
2022 J jnl
Superpixel-Guided Variable Gabor Phase Coding Fusion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Shuyu Zhang, Dingding Tang, Nanying Li, Xiuping Jia, Sen Jia
2022 J jnl
Transferable Convolutional Neural Network for Weed Mapping With Multisensor Imagery.
IEEE Trans. Geosci. Remote. Sens.
Adnan Farooq, Xiuping Jia, Jiankun Hu, Jun Zhou
2022 J jnl
Uncertainty-Aware Forward Correction for Weakly Supervised Solar Panel Mapping From High-Resolution Aerial Images.
IEEE Geosci. Remote. Sens. Lett.
Jue Zhang, Xiuping Jia, Jiankun Hu
2021 J jnl
A Lightweight Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Zhijie Lin, Meng Xu, Qiang Huang, Jun Zhou, Xiuping Jia, Qingquan Li
2021 J jnl
A Low-Complexity Hyperspectral Anomaly Detection Algorithm and Its FPGA Implementation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jie Lei, Geng Yang, Weiying Xie, Yunsong Li, Xiuping Jia
2021 J jnl
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.
Xin Huang, Shuang Li, Jiayi Li, Xiuping Jia, Jun Li, Xiao Xiang Zhu, Jón Atli Benediktsson
2021 J jnl
Adaptive Edge Preserving Maps in Markov Random Fields for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chao Pan, Xiuping Jia, Jie Li, Xinbo Gao
2021 J jnl
An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery.
CoRR
Xuan Yang, Shanshan Li, Zhengchao Chen, Jocelyn Chanussot, Xiuping Jia, Bing Zhang, Baipeng Li, Pan Chen
2021 J jnl
Dual feature extraction network for hyperspectral image analysis.
Pattern Recognit.
Weiying Xie, Jie Lei, Shuo Fang, Yunsong Li, Xiuping Jia, Mingsuo Li
2021 J jnl
From Local to Global: Class Feature Fused Fully Convolutional Network for Hyperspectral Image Classification.
Remote. Sens.
Qian Liu, Zebin Wu, Xiuping Jia, Yang Xu, Zhihui Wei
2021 J jnl
Joint Spatial-Spectral Attention Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Lei Li, Jihao Yin, Xiuping Jia, Sen Li, Bingnan Han
2021 C conf
Learning Via Watching: A Weakly Supervised Moving Object Detector for Satellite Videos.
IGARSS
Junpeng Zhang, Jue Zhang, Xiuping Jia
2021 J jnl
Multi-Attention Generative Adversarial Network for Remote Sensing Image Super-Resolution.
CoRR
Meng Xu, Zhihao Wang, Jiasong Zhu, Xiuping Jia, Sen Jia
2021 J jnl
Multibranch Spatial-Channel Attention for Semantic Labeling of Very High-Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Bingnan Han, Jihao Yin, Xiaoyan Luo, Xiuping Jia
2021 J jnl
Multimodal hyperspectral remote sensing: an overview and perspective.
Sci. China Inf. Sci.
Yanfeng Gu, Tianzhu Liu, Guoming Gao, Guangbo Ren, Yi Ma, Jocelyn Chanussot, Xiuping Jia
2021 J jnl
Multiple Feature-Based Superpixel-Level Decision Fusion for Hyperspectral and LiDAR Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Zhangwei Zhan, Meng Zhang, Meng Xu, Qiang Huang, Jun Zhou, Xiuping Jia
2021 J jnl
New Feature Selection Methods Using Sparse Representation for One-Class Classification of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Benqin Song, Peijun Li, Xiuping Jia
2021 J jnl
Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks.
IEEE Trans. Geosci. Remote. Sens.
Xiaoyu Dong, Xu Sun, Xiuping Jia, Zhihong Xi, Lianru Gao, Bing Zhang
2021 J jnl
Remote Sensing Image Super-Resolution Using Second-Order Multi-Scale Networks.
IEEE Trans. Geosci. Remote. Sens.
Xiaoyu Dong, Longguang Wang, Xu Sun, Xiuping Jia, Lianru Gao, Bing Zhang
2021 J jnl
SC-PNN: Saliency Cascade Convolutional Neural Network for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Libao Zhang, Jue Zhang, Jie Ma, Xiuping Jia
2021 J jnl
Self-spectral learning with GAN based spectral-spatial target detection for hyperspectral image.
Neural Networks
Weiying Xie, Jiaqing Zhang, Jie Lei, Yunsong Li, Xiuping Jia
2021 J jnl
Spectral mapping with adversarial learning for unsupervised hyperspectral change detection.
Neurocomputing
Jie Lei, Meiqi Li, Weiying Xie, Yunsong Li, Xiuping Jia
2021 J jnl
TDSSC: A Three-Directions Spectral-Spatial Convolution Neural Network for Hyperspectral Image Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tianming Zhan, Bo Song, Le Sun, Xiuping Jia, Minghua Wan, Guowei Yang, Zebin Wu
2021 J jnl
Water Benefit-Based Ecological Index for Urban Ecological Environment Quality Assessments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhijun Jiao, Genyun Sun, Aizhu Zhang, Xiuping Jia, Hui Huang, Yanjuan Yao
2021 C conf
Weakly Supervised Solar Panel Mapping Using Residual Aggregated Network for Aerial Images.
IGARSS
Jue Zhang, Xiuping Jia, Jiankun Hu
2020 J jnl
A Deep Siamese Network with Hybrid Convolutional Feature Extraction Module for Change Detection Based on Multi-sensor Remote Sensing Images.
Remote. Sens.
Moyang Wang, Kun Tan, Xiuping Jia, Xue Wang, Yu Chen
2020 J jnl
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.
Hang Fu, Genyun Sun, Jaime Zabalza, Aizhu Zhang, Jinchang Ren, Xiuping Jia
2020 J jnl
Deep Fusion of Localized Spectral Features and Multi-scale Spatial Features for Effective Classification of Hyperspectral Images.
Int. J. Appl. Earth Obs. Geoinformation
Genyun Sun, Xuming Zhang, Xiuping Jia, Jinchang Ren, Aizhu Zhang, Yanjuan Yao, Huimin Zhao
2020 J jnl
Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos.
IEEE Trans. Geosci. Remote. Sens.
Junpeng Zhang, Xiuping Jia, Jiankun Hu
2020 J jnl
Hyperspectral Image Super-Resolution via Intrafusion Network.
IEEE Trans. Geosci. Remote. Sens.
Jing Hu, Xiuping Jia, Yunsong Li, Gang He, Minghua Zhao
2020 J jnl
Online Structured Sparsity-Based Moving-Object Detection From Satellite Videos.
IEEE Trans. Geosci. Remote. Sens.
Junpeng Zhang, Xiuping Jia, Jiankun Hu, Jocelyn Chanussot
2020 Misc conf
Pseudo Supervised Solar Panel Mapping based on Deep Convolutional Networks with Label Correction Strategy in Aerial Images.
DICTA
Jue Zhang, Xiuping Jia, Jiankun Hu
2020 J jnl
Superpixel-Level Weighted Label Propagation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Xianglong Deng, Meng Xu, Jun Zhou, Xiuping Jia
2020 J jnl
Unsupervised spectral mapping and feature selection for hyperspectral anomaly detection.
Neural Networks
Weiying Xie, Yunsong Li, Jie Lei, Jian Yang, Jiaojiao Li, Xiuping Jia, Zhen Li
2019 J jnl
3-D Gaussian-Gabor Feature Extraction and Selection for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Jiayue Zhuang, Lin Deng, Jiasong Zhu, Meng Xu, Jun Zhou, Xiuping Jia
2019 C conf
A Drone-Based Sensing System to Support Satellite Image Analysis for Rice Farm Mapping.
IGARSS
Yiqing Guo, Xiuping Jia, David Paull, Junpeng Zhang, Adnan Farooq, Xiaolin Chen, Md. Nazrul Islam
2019 J jnl
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
Xiaolin Chen, Xiuping Jia, Mark Pickering
2019 J jnl
A Novel Adversarial Based Hyperspectral and Multispectral Image Fusion.
Remote. Sens.
Xukun Luo, Jihao Yin, Xiaoyan Luo, Xiuping Jia
2019 J jnl
A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jiayi Li, Xin Huang, Ting Hu, Xiuping Jia, Jón Atli Benediktsson
2019 J jnl
Analysis of Spectral Bands and Spatial Resolutions for Weed Classification Via Deep Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Adnan Farooq, Jiankun Hu, Xiuping Jia
2019 J jnl
Coastal Wetland Mapping with Sentinel-2 MSI Imagery Based on Gravitational Optimized Multilayer Perceptron and Morphological Attribute Profiles.
Remote. Sens.
Aizhu Zhang, Genyun Sun, Ping Ma, Xiuping Jia, Jinchang Ren, Hui Huang, Xuming Zhang
2019 J jnl
Cognitive Modelling and Learning for Multimedia Mining and Understanding.
Cogn. Comput.
Jinchang Ren, Amir Hussain, Junwei Han, Xiuping Jia
2019 J jnl
Collaborative Representation-Based Multiscale Superpixel Fusion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Xianglong Deng, Jiasong Zhu, Meng Xu, Jun Zhou, Xiuping Jia
2019 J jnl
Combinational shadow index for building shadow extraction in urban areas from Sentinel-2A MSI imagery.
Int. J. Appl. Earth Obs. Geoinformation
Genyun Sun, Hui Huang, Qihao Weng, Aizhu Zhang, Xiuping Jia, Jinchang Ren, Lin Sun, Xiaolin Chen
2019 J jnl
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia, Jocelyn Chanussot, Yongsheng Gao
2019 J jnl
Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification.
Remote. Sens.
Kaiqiang Zhu, Yushi Chen, Pedram Ghamisi, Xiuping Jia, Jón Atli Benediktsson
2019 J jnl
Deep Learning Ensemble for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yushi Chen, Ying Wang, Yanfeng Gu, Xin He, Pedram Ghamisi, Xiuping Jia
2019 J jnl
Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos.
CoRR
Junpeng Zhang, Xiuping Jia, Jiankun Hu
2019 J jnl
Fine-Grained Classification of Hyperspectral Imagery Based on Deep Learning.
Remote. Sens.
Yushi Chen, Lingbo Huang, Lin Zhu, Naoto Yokoya, Xiuping Jia
2019 J jnl
High-quality spectral-spatial reconstruction using saliency detection and deep feature enhancement.
Pattern Recognit.
Weiying Xie, Yanzi Shi, Yunsong Li, Xiuping Jia, Jie Lei
2019 J jnl
Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Xiuping Jia, Yunsong Li, Jie Lei
2019 C conf
Improved Low Rank plus Structured Sparsity and Unstructured Sparsity Decomposition for Moving Object Detection in Satellite Videos.
IGARSS
Junpeng Zhang, Xiuping Jia
2019 J jnl
Incorporating Negative Sample Training for Ship Detection Based on Deep Learning.
Sensors
Lianru Gao, Yiqun He, Xu Sun, Xiuping Jia, Bing Zhang
2019 — conf
Knowledge Transfer via Convolution Neural Networks for Multi-Resolution Lawn Weed Classification.
WHISPERS
Adnan Farooq, Xiuping Jia, Jiankun Hu, Jun Zhou
2019 J jnl
Local Region Proposing for Frame-Based Vehicle Detection in Satellite Videos.
Remote. Sens.
Junpeng Zhang, Xiuping Jia, Jiankun Hu
2019 J jnl
Multi-Resolution Weed Classification via Convolutional Neural Network and Superpixel Based Local Binary Pattern Using Remote Sensing Images.
Remote. Sens.
Adnan Farooq, Xiuping Jia, Jiankun Hu, Jun Zhou
2019 — conf
Multi-level Thresholding Using Adaptive Gravitational Search Algorithm and Fuzzy Entropy.
BICS
Aizhu Zhang, Genyun Sun, Xiuping Jia, Chenglong Zhang, Yanjuan Yao
2019 J jnl
Online Structured Sparsity-based Moving Object Detection from Satellite Videos.
CoRR
Junpeng Zhang, Xiuping Jia, Jiankun Hu, Jocelyn Chanussot
2019 J jnl
Spectral constraint adversarial autoencoders approach to feature representation in hyperspectral anomaly detection.
Neural Networks
Weiying Xie, Jie Lei, Baozhu Liu, Yunsong Li, Xiuping Jia
2019 J jnl
Spectral-Spatial Gabor Surface Feature Fusion Approach for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Kuilin Wu, Jiasong Zhu, Xiuping Jia
2019 J jnl
Spectral-Spatial Hyperspectral Image Classification Using a Multiscale Conservative Smoothing Scheme and Adaptive Sparse Representation.
IEEE Trans. Geosci. Remote. Sens.
Qishuo Gao, Samsung Lim, Xiuping Jia
2019 J jnl
Structure Tensor and Guided Filtering-Based Algorithm for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Tao Jiang, Yunsong Li, Xiuping Jia, Jie Lei
2019 J jnl
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.
Genyun Sun, Yanan Kong, Xiuping Jia, Aizhu Zhang, Jun Rong, Hongzhang Ma
2019 C conf
Texture and Shape Features for Grass Weed Classification Using Hyperspectral Remote Sensing Images.
IGARSS
Adnan Farooq, Xiuping Jia, Jun Zhou
2019 C conf
Urban-Rural Fringe Recognition with the Integration of Optical and Nighttime Lights Data.
IGARSS
Xiaolin Chen, Xiuping Jia, Mark Pickering
2018 J jnl
A Dynamic Neighborhood Learning-Based Gravitational Search Algorithm.
IEEE Trans. Cybern.
Aizhu Zhang, Genyun Sun, Jinchang Ren, Xiaodong Li, Zhenjie Wang, Xiuping Jia
2018 J jnl
A Sparse Representation Method for a Priori Target Signature Optimization in Hyperspectral Target Detection.
IEEE Access
Ting Wang, Hongsheng Zhang, Hui Lin, Xiuping Jia
2018 J jnl
A stability constrained adaptive alpha for gravitational search algorithm.
Knowl. Based Syst.
Genyun Sun, Ping Ma, Jinchang Ren, Aizhu Zhang, Xiuping Jia
2018 J jnl
A target image-oriented dictionary learning-based method for fully automated latent fingerprint forensic.
Comput. Intell.
Jinwei Xu, Jiankun Hu, Xiuping Jia
2018 C conf
An Adaptation of Cnn for Small Target Detection in the Infrared.
IGARSS
Dong Zhao, Huixin Zhou, Shenghui Rong, Xiuping Jia
2018 C conf
An Effective Zoom-In Approach for Detecting DIM and Small Target Proposals in Satellite Imagery.
IGARSS
Junpeng Zhang, Xiuping Jia, Jiankun Hu
2018 J jnl
Band Dual Density Discrimination Analysis for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hui Qv, Jihao Yin, Xiaoyan Luo, Xiuping Jia
2018 J jnl
Corrections to "Segment-Oriented Depiction and Analysis for Hyperspectral Image Data".
IEEE Trans. Geosci. Remote. Sens.
Jihao Yin, Hui Qv, Xiaoyan Luo, Xiuping Jia
2018 J jnl
Deep convolutional networks with residual learning for accurate spectral-spatial denoising.
Neurocomputing
Weiying Xie, Yunsong Li, Xiuping Jia
2018 J jnl
Effective Sequential Classifier Training for SVM-Based Multitemporal Remote Sensing Image Classification.
IEEE Trans. Image Process.
Yiqing Guo, Xiuping Jia, David Paull
2018 J jnl
Foreword to the Special Issue on Quality Improvements of Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Huanfeng Shen, Xiuping Jia, José M. Bioucas-Dias, Nicolas Dobigeon, Yi Cui, Fabio Pacifici
2018 J jnl
Hyperspectral Image Classification Using Convolutional Neural Networks and Multiple Feature Learning.
Remote. Sens.
Qishuo Gao, Samsung Lim, Xiuping Jia
2018 J jnl
Hyperspectral Image Classification Using Joint Sparse Model and Discontinuity Preserving Relaxation.
IEEE Geosci. Remote. Sens. Lett.
Qishuo Gao, Samsung Lim, Xiuping Jia
2018 J jnl
Improved Joint Sparse Models for Hyperspectral Image Classification Based on a Novel Neighbour Selection Strategy.
Remote. Sens.
Qishuo Gao, Samsung Lim, Xiuping Jia
2018 C conf
Improving Impervious Surface Estimation by Integrating Multispectral and Nighttime Light Images.
IGARSS
Xiaolin Chen, Xiuping Jia, Mark Pickering, Genyun Sun
2018 J jnl
Local Binary Pattern-Based Hyperspectral Image Classification With Superpixel Guidance.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Bin Deng, Jiasong Zhu, Xiuping Jia, Qingquan Li
2018 Misc conf
Mapping of Rice Varieties with Sentinel-2 Data via Deep CNN Learning in Spectral and Time Domains.
DICTA
Yiqing Guo, Xiuping Jia, David Paull
2018 J jnl
Multiparameter Optimization for Mineral Mapping Using Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Na Li, Xinchen Huang, Huijie Zhao, Xianfei Qiu, Ruonan Geng, Xiuping Jia, Daming Wang
2018 J jnl
Multiple 3-D Feature Fusion Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiasong Zhu, Jie Hu, Sen Jia, Xiuping Jia, Qingquan Li
2018 C conf
Multitemporal Mid-Infrared Imagery Based Calibration and Super Resolution for Gaofen-4.
IGARSS
Feng Li, Lei Xin, Yi Guo, Xiuping Jia
2018 C conf
Quantitative Monitoring of Complete Rice Growing Seasons Using Sentinel 2 Time Series Images.
IGARSS
Emma Madigan, Yiqing Guo, Mark Pickering, Alex Held, Xiuping Jia
2018 Misc conf
Satellite Multi-Vehicle Tracking under Inconsistent Detection Conditions by Bilevel K-Shortest Paths Optimization.
DICTA
Junpeng Zhang, Xiuping Jia, Jiankun Hu, Kun Tan
2018 J jnl
Super-Resolution for GaoFen-4 Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Feng Li, Lei Xin, Yi Guo, Dongsheng Gao, Xianghao Kong, Xiuping Jia
2018 C conf
Weed Classification in Hyperspectral Remote Sensing Images Via Deep Convolutional Neural Network.
IGARSS
Adnan Farooq, Jiankun Hu, Xiuping Jia
2017 J jnl
A Framework of Mixed Sparse Representations for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Feng Li, Lei Xin, Yi Guo, Junbin Gao, Xiuping Jia
2017 J jnl
A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Xiuping Jia
2017 C conf
A domain-transfer support vector machine for multi-temporal remote sensing imagery classification.
IGARSS
Yiqing Guo, Xiuping Jia, David Paull
2017 J jnl
An Improved Combination of Spectral and Spatial Features for Vegetation Classification in Hyperspectral Images.
Remote. Sens.
Yuanyuan Fu, Chunjiang Zhao, Jihua Wang, Xiuping Jia, Guijun Yang, Xiaoyu Song, Haikuan Feng
2017 J jnl
Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi Liu, Jun Li, Peijun Du, Antonio Plaza, Xiuping Jia, Xinchang Zhang
2017 — conf
Classification of Hyperspectral Imagery Based on Dictionary Learning and Extended Multi-attribute Profiles.
ICIG (3)
Qishuo Gao, Samsung Lim, Xiuping Jia
2017 J jnl
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation.
CoRR
Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia, Jocelyn Chanussot, Yongsheng Gao
2017 J jnl
Deep Fusion of Remote Sensing Data for Accurate Classification.
IEEE Geosci. Remote. Sens. Lett.
Yushi Chen, Chunyang Li, Pedram Ghamisi, Xiuping Jia, Yanfeng Gu
2017 J jnl
Dynamic Post-Earthquake Image Segmentation with an Adaptive Spectral-Spatial Descriptor.
Remote. Sens.
Genyun Sun, Yanling Hao, Xiaolin Chen, Jinchang Ren, Aizhu Zhang, Binghu Huang, Yuanzhi Zhang, Xiuping Jia
2017 J jnl
Effective Sequential Classifier Training for Multitemporal Remote Sensing Image Classification.
CoRR
Yiqing Guo, Xiuping Jia, David Paull
2017 C conf
Efficient object proposals extraction for target detection in VHR remote sensing images.
IGARSS
Adnan Farooq, Jiankun Hu, Xiuping Jia
2017 J jnl
From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Ting Lu, Shutao Li, Leyuan Fang, Xiuping Jia, Jón Atli Benediktsson
2017 J jnl
Gravitation-Based Edge Detection in Hyperspectral Images.
Remote. Sens.
Genyun Sun, Aizhu Zhang, Jinchang Ren, Jing Sheng Ma, Peng Wang, Yuanzhi Zhang, Xiuping Jia
2017 J jnl
Hyperspectral Image Unmixing Based on Fast Kernel Archetypal Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chunhui Zhao, Genping Zhao, Xiuping Jia
2017 J jnl
Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Yushi Chen, Lin Zhu, Pedram Ghamisi, Xiuping Jia, Guoyu Li, Liang Tang
2017 — conf
Latent fingerprint segmentation based on convolutional neural networks.
WIFS
Yanming Zhu, Xuefei Yin, Xiuping Jia, Jiankun Hu
2017 Misc conf
Motion Flow Clustering for Moving Vehicle Detection from Satellite High Definition Video.
DICTA
Junpeng Zhang, Xiuping Jia, Jiankun Hu
2017 J jnl
Multiple Kernel Learning for Hyperspectral Image Classification: A Review.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Jocelyn Chanussot, Xiuping Jia, Jón Atli Benediktsson
2017 J jnl
Optimized Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification.
Remote. Sens.
Lianru Gao, Bin Zhao, Xiuping Jia, Wenzhi Liao, Bing Zhang
2017 J jnl
Segment-Oriented Depiction and Analysis for Hyperspectral Image Data.
IEEE Trans. Geosci. Remote. Sens.
Jihao Yin, Hui Qv, Xiaoyan Luo, Xiuping Jia
2017 J jnl
Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping.
Int. J. Appl. Earth Obs. Geoinformation
Genyun Sun, Xiaolin Chen, Jinchang Ren, Aizhu Zhang, Xiuping Jia
2017 J jnl
Superpixel-Based Adaptive Kernel Selection for Angular Effect Normalization of Remote Sensing Images With Kernel Learning.
IEEE Trans. Geosci. Remote. Sens.
Yiqing Guo, Xiuping Jia, David Paull
2017 J jnl
Superpixel-Based Multitask Learning Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Bin Deng, Jiasong Zhu, Xiuping Jia, Qingquan Li
2017 J jnl
Three-Dimensional Local Binary Patterns for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Jie Hu, Jiasong Zhu, Xiuping Jia, Qingquan Li
2016 J jnl
A Discontinuity Preserving Relaxation Scheme for Spectral-Spatial Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jun Li, Mahdi Khodadadzadeh, Antonio Plaza, Xiuping Jia, José M. Bioucas-Dias
2016 C conf
CRF learning with CNN features for hyperspectral image segmentation.
IGARSS
Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia
2016 J jnl
Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tianzhu Liu, Yanfeng Gu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot
2016 J jnl
Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning.
IEEE Trans. Geosci. Remote. Sens.
Meng Xu, Xiuping Jia, Mark R. Pickering, Antonio J. Plaza
2016 J jnl
Combinational Build-Up Index (CBI) for Effective Impervious Surface Mapping in Urban Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Genyun Sun, Xiaolin Chen, Xiuping Jia, Yanjuan Yao, Zhenjie Wang
2016 J jnl
DMMOGSA: Diversity-enhanced and memory-based multi-objective gravitational search algorithm.
Inf. Sci.
Genyun Sun, Aizhu Zhang, Xiuping Jia, Xiaodong Li, Shengyue Ji, Zhenjie Wang
2016 J jnl
Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Yushi Chen, Hanlu Jiang, Chunyang Li, Xiuping Jia, Pedram Ghamisi
2016 — conf
Fusion multiscale superpixel features for classification of hyperspectral images.
WHISPERS
Shanshan Li, Bing Zhang, Xiuping Jia, Hua Wu
2016 J jnl
Gabor Cube Selection Based Multitask Joint Sparse Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sen Jia, Jie Hu, Yao Xie, Linlin Shen, Xiuping Jia, Qingquan Li
2016 J jnl
Hybrid Norm Pursuit Method for Hyperspectral Image Reconstruction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jihao Yin, Wanke Yu, Xiuping Jia
2016 C conf
Multi-kernel retrieval of land surface bidirectional reflectance distribution functions based on l1-norm optimization.
IGARSS
Yiqing Guo, Xiuping Jia, David Paull, Alex Held
2016 J jnl
Multilayer Unmixing for Hyperspectral Imagery With Fast Kernel Archetypal Analysis.
IEEE Geosci. Remote. Sens. Lett.
Genping Zhao, Chunhui Zhao, Xiuping Jia
2016 J jnl
Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Tianzhu Liu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot
2016 J jnl
One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Md. Ali Hossain, Xiuping Jia, Jón Atli Benediktsson
2016 J jnl
Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Shutao Li, Ting Lu, Leyuan Fang, Xiuping Jia, Jón Atli Benediktsson
2016 J jnl
Reduction of Spectral Unmixing Uncertainty Using Minimum-Class-Variance Support Vector Machines.
IEEE Geosci. Remote. Sens. Lett.
Xiaofeng Li, Xiuping Jia, Liguo Wang, Kai Zhao
2016 C conf
Spectral unmixing for fire smoke detection and removal.
IGARSS
Meng Xu, Xiuping Jia, Mark R. Pickering, Dar A. Roberts
2016 C conf
Superpixel-level sparse representation-based classification for hyperspectral imagery.
IGARSS
Sen Jia, Bin Deng, Xiuping Jia
2016 J jnl
Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis.
IEEE Trans. Geosci. Remote. Sens.
Meng Xu, Mark R. Pickering, Antonio J. Plaza, Xiuping Jia
2016 C conf
Three-dimensional local binary patterns for hyperspectral imagery classification.
IGARSS
Sen Jia, Jie Hu, Lin Deng, Xiuping Jia
2015 J jnl
A Multistaged Automatic Restoration of Noisy Microscopy Cell Images.
IEEE J. Biomed. Health Informatics
Jinwei Xu, Jiankun Hu, Xiuping Jia
2015 J jnl
A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Qingwang Wang, Xiuping Jia, Jón Atli Benediktsson
2015 J jnl
Assessment of Multiple Scattering in the Reflectance of Semiarid Shrublands.
IEEE Trans. Geosci. Remote. Sens.
Jianmin Wang, Xin Cao, Jin Chen, Xiuping Jia
2015 C conf
Cloud effects removal via sparse representation.
IGARSS
Meng Xu, Xiuping Jia, Mark R. Pickering
2015 J jnl
Crater Detection Based on Gist Features.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jihao Yin, Hui Li, Xiuping Jia
2015 C conf
Multiple endmembers based unmixing using Archetypal Analysis.
IGARSS
Genping Zhao, Xiuping Jia, Chunhui Zhao
2015 — conf
Normalized difference phytoplankton index (NDPI) and spatio-temporal cloud filtering for multitemporal cyanobacteria pollution analysis on Erie Lake in 2014.
MultiTemp
Guoming Gao, Huan Liu, Yanfeng Gu, Xiuping Jia
2015 J jnl
On Spectral Unmixing Resolution Using Extended Support Vector Machines.
IEEE Trans. Geosci. Remote. Sens.
Xiaofeng Li, Xiuping Jia, Liguo Wang, Kai Zhao
2015 J jnl
Sparse Analysis Based on Generalized Gaussian Model for Spectrum Recovery With Compressed Sensing Theory.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jihao Yin, Jianying Sun, Xiuping Jia
2015 J jnl
Spectral-Spatial Classification of Hyperspectral Data Based on Deep Belief Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yushi Chen, Xing Zhao, Xiuping Jia
2015 J jnl
Superpixel-Based Graphical Model for Remote Sensing Image Mapping.
IEEE Trans. Geosci. Remote. Sens.
Guangyun Zhang, Xiuping Jia, Jiankun Hu
2014 J jnl
A Fully Automated Latent Fingerprint Matcher with Embedded Self-learning Segmentation Module.
CoRR
Jinwei Xu, Jiankun Hu, Xiuping Jia
2014 J jnl
A New Path to Construct Parametric Orientation Field: Sparse FOMFE Model and Compressed Sparse FOMFE Model.
CoRR
Jinwei Xu, Jiankun Hu, Xiuping Jia
2014 — conf
A comparative analysis of mutual information based feature selection for hyperspectral image classification.
ChinaSIP
Yuanyuan Fu, Xiuping Jia, Wenjiang Huang, Jihua Wang
2014 C conf
Automatic cloud removal for Landsat 8 OLI images using cirrus band.
IGARSS
Meng Xu, Xiuping Jia, Mark R. Pickering
2014 J jnl
Foreword to the Special Issue on Machine Learning for Remote Sensing Data Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Devis Tuia, Erzsébet Merényi, Xiuping Jia, Manuel Graña Romay
2014 J jnl
Fuzzy Assessment of Spectral Unmixing Algorithms.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiuping Jia, Liguo Wang
2014 J jnl
Nonlinear Elastic Model for Flexible Prediction of Remotely Sensed Multitemporal Images.
IEEE Geosci. Remote. Sens. Lett.
M. Mamun, Xiuping Jia, Michael J. Ryan
2014 C conf
Reconstruction of satellite images by multi-temporal gradient based sequential prediction.
IGARSS
Md. Al Mamun, Xiuping Jia, Md. Ali Hossain
2014 J jnl
Spatially Constrained Multiple Endmember Spectral Mixture Analysis for Quantifying Subpixel Urban Impervious Surfaces.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Changshan Wu, Chengbin Deng, Xiuping Jia
2014 J jnl
Subspace Detection Using a Mutual Information Measure for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Md. Ali Hossain, Xiuping Jia, Mark R. Pickering
2013 J jnl
A New Target Detector for Hyperspectral Data Using Cointegration Theory.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jihao Yin, Chao Gao, Xiuping Jia
2013 — conf
A hybrid segmentation technique for objected-based hyperspectral data classification over complex sub-urban landscape.
WHISPERS
Zhi Huang, Xiuping Jia
2013 J jnl
Feature Mining for Hyperspectral Image Classification.
Proc. IEEE
Xiuping Jia, Bor-Chen Kuo, Melba M. Crawford
2013 J jnl
Hyperspectral Imagery Clustering With Neighborhood Constraints.
IEEE Geosci. Remote. Sens. Lett.
Shanshan Li, Bing Zhang, An Li, Xiuping Jia, Lianru Gao, Man Peng
2013 C conf
Incorporating spatial properties in subspace detection.
IGARSS
Md. Ali Hossain, Xiuping Jia, Mark R. Pickering
2013 J jnl
Simultaneous image color correction and enhancement using particle swarm optimization.
Eng. Appl. Artif. Intell.
Ngai Ming Kwok, Haiyan Shi, Quang Phuc Ha, Gu Fang, Shengyong Chen, Xiuping Jia
2013 J jnl
Spectral Unmixing in Multiple-Kernel Hilbert Space for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Shizhe Wang, Xiuping Jia
2013 — conf
Subspace detection based on the combination of nonlinear feature extraction and feature selection.
WHISPERS
Md. Ali Hossain, Xiuping Jia, Mark Pickering
2013 C conf
Superpixel-based Markov random field for classification of hyperspectral images.
IGARSS
Shanshan Li, Xiuping Jia, Bing Zhang
2013 J jnl
Wavelet Packet Analysis and Gray Model for Feature Extraction of Hyperspectral Data.
IEEE Geosci. Remote. Sens. Lett.
Jihao Yin, Chao Gao, Xiuping Jia
2012 — conf
Characterising surface mineralogy of an open pit mining area using hyperion imagery.
WHISPERS
Simit Raval, Xiuping Jia, R. M. Merton, D. Laurence
2012 C conf
Cointegration theory for adaptive target detection in hyperspectral images.
IGARSS
Jihao Yin, Chao Gao, Xiuping Jia
2012 J jnl
Collinearity and orthogonality of endmembers in linear spectral unmixing.
Int. J. Appl. Earth Obs. Geoinformation
Freek D. van der Meer, Xiuping Jia
2012 J jnl
Feature interaction in subspace clustering using the Choquet integral.
Pattern Recognit.
Theam Foo Ng, Tuan D. Pham, Xiuping Jia
2012 — conf
Globally maximizing, locally minimizing: Regularized Nonnegative Matrix Factorization for hyperspectral data feature extraction.
WHISPERS
Mingyi He, Feng Wei, Xiuping Jia
2012 C conf
Improved feature selection based on a mutual information measure for hyperspectral image classification.
IGARSS
Md. Ali Hossain, Xiuping Jia, Mark R. Pickering
2012 C conf
Modified SIFT for multi-modal remote sensing image registration.
IGARSS
Mahmudul Hasan, Mark R. Pickering, Xiuping Jia
2012 J jnl
New Improvements in Parallel Implementation of N-FINDR Algorithm.
IEEE Trans. Geosci. Remote. Sens.
Bing Zhang, Wenfei Luo, Xiuping Jia
2012 J jnl
Robust Automatic Registration of Multimodal Satellite Images Using CCRE With Partial Volume Interpolation.
IEEE Trans. Geosci. Remote. Sens.
Mahmudul Hasan, Mark R. Pickering, Xiuping Jia
2012 J jnl
Simplified Conditional Random Fields With Class Boundary Constraint for Spectral-Spatial Based Remote Sensing Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Guangyun Zhang, Xiuping Jia
2012 C conf
Spectral unmixing based on improved extended support vector machines.
IGARSS
Xiaofeng Li, Liguo Wang, Xiuping Jia
2012 C conf
Super pixel based remote sensing image classification with histogram descriptors on spectral and spatial data.
IGARSS
Guangyun Zhang, Xiuping Jia, Ngai Ming Kwok
2012 J jnl
Using Hurst and Lyapunov Exponent For Hyperspectral Image Feature Extraction.
IEEE Geosci. Remote. Sens. Lett.
Jihao Yin, Chao Gao, Xiuping Jia
2012 — conf
Weighted features for cluster space classificaton of hyperspectral images.
WHISPERS
Theam Foo Ng, Xiuping Jia, Tuan D. Pham
2011 J jnl
A Quantitative Analysis of Virtual Endmembers' Increased Impact on the Collinearity Effect in Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xuehong Chen, Jin Chen, Xiuping Jia, Ben Somers, Jin Wu, Pol Coppin
2011 J jnl
Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Bing Zhang, Shanshan Li, Xiuping Jia, Lianru Gao, Man Peng
2011 C conf
Feature selection using Kernel based Local Fisher Discriminant Analysis for hyperspectral image classification.
IGARSS
Guangyun Zhang, Xiuping Jia
2011 J jnl
Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data.
IEEE Trans. Geosci. Remote. Sens.
Antonio Plaza, Qian Du, José M. Bioucas-Dias, Xiuping Jia, Fred A. Kruse
2011 C conf
Landscape structure based super-resolution mapping from remotely sensed imagery.
IGARSS
Haobo Lin, Yanchen Bo, Jindi Wang, Xiuping Jia
2011 C conf
Unsupervised feature extraction based on a mutual information measure for hyperspectral image classification.
IGARSS
Md. Ali Hossain, Mark R. Pickering, Xiuping Jia
2011 J jnl
Visual impact enhancement via image histogram smoothing and continuous intensity relocation.
Comput. Electr. Eng.
Ngai Ming Kwok, Xiuping Jia, Dalong Wang, Shengyong Chen, Gu Fang, Quang Phuc Ha
2010 — conf
A Cellular Automata Based Crowd Behavior Model.
AICI (2)
Dalong Wang, Ngai Ming Kwok, Xiuping Jia, Feng Li
2010 — conf
Controlled spectral unmixing using extended Support Vector Machines.
WHISPERS
Xiuping Jia, Chandrama Dey, Donald Fraser, Leo Lymburner, Adam Lewis
2010 B conf
Correlation-based cluster-space transform for major adverse cardiac event prediction.
SMC
Yi Xiao, Tuan D. Pham, Xiuping Jia, Xiaobo Zhou, Hong Yan
2010 — conf
Impact of collinearity on linear and nonlinear spectral mixture analysis.
WHISPERS
Xuehong Chen, Jin Chen, Xiuping Jia, Jin Wu
2010 C conf
Multi-spectral remote sensing image registration via spatial relationship analysis on sift keypoints.
IGARSS
Mahmudul Hasan, Xiuping Jia, Antonio Robles-Kelly, Jun Zhou, Mark R. Pickering
2010 B conf
Regisration of hyperspectral and trichromatic images via cross cumulative residual entropy maximisation.
ICIP
Mahmudul Hasan, Mark R. Pickering, Antonio Robles-Kelly, Jun Zhou, Xiuping Jia
2010 J jnl
Super Resolution for Remote Sensing Images Based on a Universal Hidden Markov Tree Model.
IEEE Trans. Geosci. Remote. Sens.
Feng Li, Xiuping Jia, Donald Fraser, Andrew J. Lambert
2009 Misc conf
A Super Resolution Algorithm for Atmospherically Degraded Images Using Lucky Regions and MAP-uHMT.
DICTA
Zhiying Wen, Feng Li, Donald Fraser, Andrew J. Lambert, Xiuping Jia
2009 — conf
Adaptive Data Compression for Efficient Sequential Transmission and Change Updating of Remote Sensing Images.
IGARSS (4)
Md. Al Mamun, Xiuping Jia, Michael Ryan
2009 Misc conf
Combined Time Domain and Spectral Domain Data Compression for Fast Multispectral Imagery Updating.
DICTA
Md. Al Mamun, Xiuping Jia, Michael Ryan
2009 J jnl
Generalization of Subpixel Analysis for Hyperspectral Data With Flexibility in Spectral Similarity Measures.
IEEE Trans. Geosci. Remote. Sens.
Jin Chen, Xiuping Jia, Wei Yang, Bunkei Matsushita
2009 J jnl
Integration of Soft and Hard Classifications Using Extended Support Vector Machines.
IEEE Geosci. Remote. Sens. Lett.
Liguo Wang, Xiuping Jia
2009 Misc conf
Mixed Pixel Analysis for Flood Mapping Using Extended Support Vector Machine.
DICTA
Chandrama Dey, Xiuping Jia, Donald Fraser, L. Wang
2009 Misc conf
Multi-modal Registration of SAR and Optical Satellite Images.
DICTA
Mahmudul Hasan, Mark R. Pickering, Xiuping Jia
2009 J jnl
Superresolution Reconstruction of Multispectral Data for Improved Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Feng Li, Xiuping Jia, Donald Fraser
2008 Misc conf
Decision Fusion for Reliable Flood Mapping Using Remote Sensing Images.
DICTA
Chandrama Dey, Xiuping Jia, Donald Fraser
2008 — conf
Evaluation of MODIS Land Cover Product of East China.
IGARSS (4)
Haobo Lin, Jindi Wang, Xiuping Jia, Yanchen Bo, Dongwei Wang, Zhuosen Wang
2008 J jnl
Managing the Spectral-Spatial Mix in Context Classification Using Markov Random Fields.
IEEE Geosci. Remote. Sens. Lett.
Xiuping Jia, John A. Richards
2008 Misc conf
Sequential Transmission of Remote Sensing Data Using a Linear Model to Update Change.
DICTA
Md. Al Mamun, Xiuping Jia, Michael Ryan
2008 B conf
Universal HMT based super resolution for remote sensing images.
ICIP
Feng Li, Xiuping Jia, Donald Fraser
2008 J jnl
Using Suitable Neighbors to Augment the Training Set in Hyperspectral Maximum Likelihood Classification.
IEEE Geosci. Remote. Sens. Lett.
John A. Richards, Xiuping Jia
2007 J jnl
A Dempster-Shafer Relaxation Approach to Context Classification.
IEEE Trans. Geosci. Remote. Sens.
John A. Richards, Xiuping Jia
2007 Misc conf
A Knowledge Based Classification for Urban Mapping Using High Resolution Remote Sensing Data.
DICTA
Yi Xiao, Xiuping Jia, David Tien
2007 J jnl
A Novel Geometry-Based Feature-Selection Technique for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Liguo Wang, Xiuping Jia, Ye Zhang
2007 C conf
Controlling the spectral-spatial mix in context classification using Markov Random Fields.
IGARSS
Xiuping Jia, John A. Richards
2007 Misc conf
Wavelet Domain Deblurring and Denoising for Image Resolution Improvement.
DICTA
Feng Li, Donald Fraser, Xiuping Jia
2006 J jnl
Improved IBP for Super-resolving Remote Sensing Images.
Ann. GIS
Feng Li, Donald Fraser, Xiuping Jia
2005 J jnl
Fast k-NN classification using the cluster-space approach.
IEEE Geosci. Remote. Sens. Lett.
Xiuping Jia, John A. Richards
2004 C conf
Context classification using evidential relaxation.
IGARSS
John A. Richards, Xiuping Jia
2003 C conf
A new approach to controlling compression-induced distortion of hyperspectral images.
IGARSS
R. Ian Faulconbridge, Mark R. Pickering, Michael J. Ryan, Xiuping Jia
2003 J jnl
Efficient transmission and classification of hyperspectral image data.
IEEE Trans. Geosci. Remote. Sens.
Xiuping Jia, John A. Richards
2002 J jnl
Cluster-space representation for hyperspectral data classification.
IEEE Trans. Geosci. Remote. Sens.
Xiuping Jia, John A. Richards
2002 C conf
Simplified maximum likelihood classification for hyperspectral data in cluster space.
IGARSS
Xiuping Jia
2002 C conf
Use of HYMAP image data to estimate sideroxylonal-A concentration of eucalypt foliage.
IGARSS
Zhi Huang, Xiuping Jia, Brian Turner, William Foley, Stephen Dury
1999 J jnl
Segmented principal components transformation for efficient hyperspectral remote-sensing image display and classification.
IEEE Trans. Geosci. Remote. Sens.
Xiuping Jia, John A. Richards
1996 — —
Classification techniques for hyperspectral remote sensing image data.
Xiuping Jia
1994 J jnl
Efficient maximum likelihood classification for imaging spectrometer data sets.
IEEE Trans. Geosci. Remote. Sens.
Xiuping Jia, John A. Richards