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ORCIDJun Li 0009
Person information
- affiliation (former): Sun Yat-sen University, School of Geography and Planning, Guangzhou, China
- affiliation (former): University of Extremadura, Hyperspectral Computing Laboratory, Spain
- affiliation (PhD 2011): Instituto Superior Técnico, Lison, Portugal
Other persons with the same name
- Jun Li — disambiguation page
- Jun Li 0001
![[0000-0002-5308-5672]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-5308-5672")
— University of Oregon, Eugene, OR, USA (and 1 more) - Jun Li 0002 — Chinese Academy of Sciences, Computer Network Information Center, Beijing, China (and 1 more)
- Jun Li 0003 — Tsinghua University, RIIT / TNList, Beijing, China
- Jun Li 0004 — Nanjing University of Science and Technology, School of Electronic and Optical Engineering, China (and 5 more)
- Jun Li 0005 — Institute for Infocomm Research, Singapore (and 1 more)
- Jun Li 0006 — Communications Research Centre Canada
- Jun Li 0007 — Xidian University, National Laboratory of Radar Signal Processing, Xi'an, China (and 1 more)
- Jun Li 0008 — eBay, USA (and 1 more)
- Jun Li 0010 — Elephant Tech LLC, Shenzhen, China (and 2 more)
- Jun Li 0011 — Southeast University, School of Automation, Nanjing, China (and 2 more)
- Jun Li 0012 — China West Normal University, School of Mathematics and Information, Nanchong, China
- Jun Li 0013 — University of Cambridge, Department of Land Economy, Cambridge, UK
- Jun Li 0014 — Communication University of China, School of Science, Beijing, China (and 2 more)
- Jun Li 0015 — YINGDATAIHE Property Insurance Co., LTD, Beijing, China (and 2 more)
- Jun Li 0016 — State Grid Energy Research Institute, Beijing, China (and 2 more)
- Jun Li 0017 — City University of New York, Queens College, Department of Computer Science, NY, USA (and 3 more)
- Jun Li 0019 — Zhejiang Wanli University, Department of Telecommunications, Ningbo, China (and 1 more)
- Jun Li 0020 — National University of Defense Technology, College of Electronic Science, Changsha, China
- Jun Li 0021 — China University of Mining and Technology, College of Geoscience and Surveying Engineering, Beijing, China (and 1 more)
- Jun Li 0022 — Nanjing University, State Key Laboratory for Novel Software Technology, China
- Jun Li 0023 — University of California Riverside, Department of Statistics, CA, USA (and 1 more)
- Jun Li 0024 — University of California, San Diego
- Jun Li 0025 — University of Hertfordshire, UK
- Jun Li 0026 — University of Wisconsin-Madison, Cooperative Institute for Meteorological Satellite Studies, Madison, WI, USA
- Jun Li 0027 — Nanjing University of Science and Technology, School of Computer Science and Engineering, PCA Lab, Nanjing, China (and 2 more)
- Jun Li 0028 — Huawei Technologies Co., Ltd., Qingshuihe, Shenzhen, China
- Jun Li 0030 — Kansas State University, Department of Chemistry, Manhattan, KS, USA (and 1 more)
- Jun Li 0032 — Huawei Technologies Company, Ltd., Wuhan, China (and 1 more)
- Jun Li 0033 — Southeast University, School of Automation, Nanjing, China (and 1 more)
- Jun Li 0034 — Rutgers University, WINLAB, New Brunswick, NJ, USA
- Jun Li 0035 — Dalian University of Technology, Faculty of Electronic Information and Electrical Engineering, China (and 2 more)
- Jun Li 0036 — Guangzhou University, School of Mechanical and Electrical Engineering, China (and 1 more)
- Jun Li 0037 — Zhejiang University, Institute of Information and Communication Engineering, Hangzhou, China
- Jun Li 0038 — University of Electronic Science and Technology of China, School of Information and Communication Engineering, Chengdu, China
- Jun Li 0039 — China Electronics Technology Group Corporation, Second Research Institute, Taiyuan, China
- Jun Li 0040 — Nanjing University, Collaborative Innovation Center of Advanced Microstructures, School of Physics, National Laboratory of Solid State Microstructures, China
- Jun Li 0041 — Philips Research North America, Cambridge, MA, USA
- Jun Li 0042 — National University of Defense Technology, School of Computer Science, China (and 1 more)
- Jun Li 0043 — Chinese Academy of Sciences, Haixi Institute, Quanzhou Institute of Equipment Manufacturing, Quanzhou, China (and 1 more)
- Jun Li 0045 — Beihang University, School of Computer Science and Engineering, Beijing, China
- Jun Li 0046 — Jiangsu Yitong High-tech Co., Ltd., China
- Jun Li 0047 — Xidian University, National Laboratory of Radar Signal Processing, Xi'an, China
- Jun Li 0048 — Anhui University, School of Computer Science and Technology, Hefei, China
- Jun Li 0049 — University of Michigan, Ross School of Business, Ann Arbor, MI, USA (and 1 more)
- Jun Li 0050 — China Industrial Control Systems Cyber Emergency Response Team, Informatization Standard Research Division, Beijing, China (and 1 more)
- Jun Li 0051 — City University of Hong Kong, Department of Infectious Diseases and Public Health, Hong Kong (and 2 more)
- Jun Li 0052 — University of Notre Dame, Department of Applied and Computational Mathematics and Statistics, IN, USA
- Jun Li 0053 — Curtin University, Department of Civil Engineering, Perth, WA, Australia (and 1 more)
- Jun Li 0054 — Lanzhou University of Technology, School of Science, China
- Jun Li 0055 — Tsinghua University, Department of Chemistry, Beijing, China (and 3 more)
- Jun Li 0056 — Wuhan University of Technology, School of Logistics Engineering, China
- Jun Li 0057 — University of Science and Technology of China, Laboratory for Future Networks, Hefei, China
- Jun Li 0058 — University of Science and Technology of China, School of Management, Hefei, China
- Jun Li 0059 — KTH Royal Institute of Technology, Optical Networks Laboratory, Stockholm, Sweden
- Jun Li 0060 — Xinxiang Medical University, Modern Educational Technology Center, China
- Jun Li 0061 — Wenzhou University, School of Mathematical and Electronic Information Engineering, China
- Jun Li 0062 — Southwest University, College of Computer and Information Science, Chongqing, China
- Jun Li 0063 — Guilin University of Electronic Technology, School of Information and Communication, China
- Jun Li 0064 — Shanghai Maritime University, Institute of Logistics Science & Engineering, China
- Jun Li 0065 — Nanjing University of Information Science and Technology, Binjiang College, Wuxi, China (and 3 more)
- Jun Li 0066 — University of Arizona Tucson, Department of Electrical and Computer Engineering, Tucson, AZ, USA
- Jun Li 0067 — Wuhan University of Science and Technology, School of Computer Science and Technology, China (and 1 more)
- Jun Li 0068 — University of Texas, MD Anderson Cancer Center, Houston, TX, USA (and 1 more)
- Jun Li 0069 — Chang'an University, School of Geological Engineering and Geomatics, Xi'an, China
- Jun Li 0070 — Chongqing University of Posts and Telecommunications, School of Computer Science and Technology, China
- Jun Li 0071 — Hunan University, Changsha, China
- Jun Li 0072 — Capital Normal University, Information Engineering College, Beijing, China (and 1 more)
- Jun Li 0073 — Tianjin Normal University, School of Mathematics, China
- Jun Li 0074 — Qilu University of Technology (Shandong Academy of Sciences), School of Electrical Engineering and Automation, Jinan, China (and 1 more)
- Jun Li 0075 — Sun Yat-sen University, School of Intelligent Systems Engineering, Guangzhou, China (and 1 more)
- Jun Li 0076 — Beijing Information Science and Technology University, China (and 1 more)
- Jun Li 0077 — Hubei Minzu University, School of Information Engineering, Enshi, China
- Jun Li 0078 — Ningbo University of Technology, School of Electronic and Information Engineering, China (and 1 more)
- Jun Li 0079 — Wuhan University, School of Electrical Engineering and Automation, China (and 1 more)
- Jun Li 0080 — South China Normal University, School of Physics and Telecommunication Engineering, Guangzhou, China
- Jun Li 0081 — Lakehead University, Thunder Bay, ON, Canada
- Jun Li 0082 — Tsinghua University, State Key Laboratory of Automotive Safety and Energy, Beijing, China (and 2 more)
- Jun Li 0084 — Central South University, School of Computer Science and Engineering, Changsha, China
- Jun Li 0085 — Chinese Academy of Sciences, Institute Information of Engineering, Beijing, China (and 1 more)
- Jun Li 0086 — Xidian University, School of Electro-Mechanical Engineering, Xi'an, China
- Jun Li 0087 — Wuhan University, School of Remote Sensing and Information Engineering, Wuhan, China
- Jun Li 0088 — Harbin Institute of Technology, State Key Laboratory of Robotics and Systems, Harbin, China
- Jun Li 0089 — South China Agricultural University, College of Engineering, Guangzhou, China
- Jun Li 0090 — Nanjing University of Science and Technology, School of Automation, Nanjing, China
- Jun Li 0091 — New York University, Tandon School of Engineering, Department of Electrical and Computer Engineering, New York, NY, USA
- Jun Li 0092 — King Fahd University of Petroleum & Minerals, Center for Integrative Petroleum Research, Saudi Arabia (and 1 more)
- Jun Li 0093 — University of South Australia, UniSA STEM, Mawson Lakes, Australia
- Jun Li 0094 — National University of Defense Technology, College of Computer, Changsha, China (and 1 more)
- Jun Li 0095 — Xidian University, School of Cyber Engineering, Xi'an, China
- Jun Li 0096 — Sun Yat-sen University, School of International Relations, Guangzhou, China (and 1 more)
- Jun Li 0097 — University of Essex, Business School, Essex, UK
- Jun Li 0098 — Fudan University, IICS Lab, Shanghai, China (and 3 more)
- Jun Li 0099 — Second Affiliated Hospital of Zhejiang University Medical School, Department of Surgical Oncology, Hangzhou, China
- Jun Li 0100 — China West Normal University, Institute of Education, Department of Psychology, Nanchong, China
- Jun Li 0101 — University of Virginia, Department of Anesthesiology, Charlottesville, VA, USA
- Jun Li 0102 — Shanghai Tech University, School of Information Science and Technology, Shanghai, China
- Jun Li 0103 — Chinese Academy of Sciences, Institute of Computing Technology, Key Lab of Intelligent Information Processing, Beijing, China
- Jun Li 0104 — Chinese Academy of Sciences, Institute of Microelectronics, System Packaging and Integration Research Center, Beijing, China
- Jun Li 0105 — Sun Yat-sen University, School of Intelligent Systems Engineering, Guangzhou, China (and 1 more)
- Jun Li 0106 — Beihang University, School of Astronautics, Image Processing Center, Beijing, China (and 1 more)
- Jun Li 0107 — Shanghai Jiao Tong University, Shanghai, China
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2020 – today
- 2025
[j201]Haoyi Wang, Weitao Chen, Xianju Li, Qianyong Liang, Xuwen Qin, Jun Li:
CUG-STCN: A seabed topography classification framework based on knowledge graph-guided vision mamba network. Int. J. Appl. Earth Obs. Geoinformation 136: 104383 (2025)- [j200]Hui Wang, Youxiang Huang, Hao Huang, Yu Wang, Jun Li, Guan Gui:
Uncertainty-Aware Dynamic Fusion Network with Criss-Cross Attention for multimodal remote sensing land cover classification. Inf. Fusion 123: 103249 (2025) - [j199]Zhao Yang, Jia Chen, Jun Li, Xiangan Zheng:
Multiscale Occlusion-Robust Scene Classification in Remote Sensing Images via Supervised Contrastive Learning. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j198]Heng Huang, Yan Yu, Tao Chen, Naoto Yokoya, Jun Li, Antonio Plaza:
SAR and Social-Media-Based Change Detection With Dual-Threshold Fusion for Flood Inundation Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 15278-15290 (2025) - [j197]He Chen, Mingyue Dong, Linwei Yue, Xianwei Zheng, Jun Li, Jianya Gong:
Shape Activated CAM Learning for Weakly Supervised Remote Sensing Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - [j196]Jia Chen, Jun Li, Paolo Gamba:
Adaptive Multitask Autoencoder-Based Hyperspectral Unmixing Exploiting Auxiliary Data via Graph Associations. IEEE Trans. Geosci. Remote. Sens. 63: 1-13 (2025) - [j195]Jia Chen, Jun Li, Paolo Gamba:
Corrections to "Adaptive Multitask Autoencoder-Based Hyperspectral Unmixing Exploiting Auxiliary Data via Graph Associations". IEEE Trans. Geosci. Remote. Sens. 63: 1 (2025) - [j194]Lin He, Zhou Fang, Jun Li, Hanghui Ye, Antonio Plaza:
Arbitrary-Resolution Hyperspectral Pansharpening Neural Operators. IEEE Trans. Geosci. Remote. Sens. 63: 1-19 (2025) - [j193]Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza:
Classification of Multisource Remote Sensing Data Using Slice Mamba. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j192]Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza:
HSI-MFormer: Integrating Mamba and Transformer Experts for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - [j191]Zhenghao Hu, Bing Tu, Bo Liu, Yan He, Jun Li, Antonio Plaza:
Self-Supervised Graph Masked Autoencoders for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-18 (2025) - [j190]Heng Li, Bing Tu, Bo Liu, Jun Li, Antonio Plaza:
Adaptive Feature Self-Attention in Spiking Neural Networks for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j189]Xiangyu Nie, Zhaohui Xue, Hongjun Su, Jun Li:
NSR-Net: Representation Model-Inspired Interpretable Deep Unfolding Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - [j188]Jianlin Xie, Guanqun Wang, Tong Zhang, Yikang Sun, He Chen, Yin Zhuang, Jun Li:
LLaMA-Unidetector: An LLaMA-Based Universal Framework for Open-Vocabulary Object Detection in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 63: 1-18 (2025) - [j187]Wei Zhang, Miaoxin Cai, Tong Zhang, Yin Zhuang, Jun Li, Xuerui Mao:
EarthMarker: A Visual Prompting Multimodal Large Language Model for Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 63: 1-19 (2025) - [j186]Jian Zhang, Bing Tu, Bo Liu, Jun Li, Antonio Plaza:
Hyperspectral Image Classification via Neighborhood Adaptive Graph Isomorphism Network. IEEE Trans. Geosci. Remote. Sens. 63: 1-17 (2025) - [j185]Tong Zhang, Yin Zhuang, Guanqun Wang, He Chen, Lianlin Li, Jun Li:
A Unified Remote Sensing Object Detector Based on Fourier Contour Parametric Learning. IEEE Trans. Geosci. Remote. Sens. 63: 1-25 (2025) - [j184]Tong Zhang, Yin Zhuang, Guanqun Wang, He Chen, Hao Wang, Lianlin Li, Jun Li:
Controllable Generative Knowledge-Driven Few-Shot Object Detection From Optical Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 63: 1-19 (2025) - [i10]Fuxiang Feng, Runmin Cong, Shoushui Wei, Yipeng Zhang, Jun Li, Sam Kwong, Wei Zhang:
Unleashing Correlation and Continuity for Hyperspectral Reconstruction from RGB Images. CoRR abs/2501.01481 (2025) - [i9]Wei Zhang, Miaoxin Cai, Yaqian Ning, Tong Zhang, Yin Zhuang, He Chen, Jun Li, Xuerui Mao:
EarthGPT-X: Enabling MLLMs to Flexibly and Comprehensively Understand Multi-Source Remote Sensing Imagery. CoRR abs/2504.12795 (2025) - 2024
- [j183]Liangli Meng, Yunfei Li, Ruoque Shen, Yi Zheng, Baihong Pan, Wenping Yuan, Jun Li, Li Zhuo:
Large-scale and high-resolution paddy rice intensity mapping using downscaling and phenology-based algorithms on Google Earth Engine. Int. J. Appl. Earth Obs. Geoinformation 128: 103725 (2024) - [j182]Yunfei Li, Liangli Meng, Huaizhang Sun, Qian Shi, Jun Li, Yaotong Cai:
Accelerate spatiotemporal fusion for large-scale applications. Int. J. Appl. Earth Obs. Geoinformation 129: 103807 (2024) - [j181]Nan Wu, Jining Yan, Dong Liang, Zhongchang Sun, Rajiv Ranjan, Jun Li:
High-resolution mapping of GDP using multi-scale feature fusion by integrating remote sensing and POI data. Int. J. Appl. Earth Obs. Geoinformation 129: 103812 (2024) - [j180]Bing Tu, Qi Ren, Jun Li, Zhaolou Cao, Yunyun Chen, Antonio Plaza:
NCGLF2: Network combining global and local features for fusion of multisource remote sensing data. Inf. Fusion 104: 102192 (2024) - [j179]Ying Zhang, Lianhui Liang, Jun Li, Antonio Plaza, Xudong Kang, Jianxu Mao, Yaonan Wang:
Structural and Textural-Aware Feature Extraction for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j178]Lin He, Hanghui Ye, Dahan Xi, Jun Li, Antonio Plaza, Mei Zhang:
Tree-Structured Neural Network for Hyperspectral Pansharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 2516-2530 (2024) - [j177]Zhenjie Liu, Jun Li, Lizhe Wang, Antonio Plaza:
Integration of Remote Sensing and Crowdsourced Data for Fine-Grained Urban Flood Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 13523-13532 (2024) - [j176]Jia Chen, Jun Li, Paolo Gamba:
Enhancing the Spatial Resolution of Hyperspectral Images Combining High-Accuracy Surface Modeling and Subpixel Unmixing. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j175]Lin He, Zhou Fang, Jun Li, Jocelyn Chanussot, Antonio Plaza:
Two Spectral-Spatial Implicit Neural Representations for Arbitrary-Resolution Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 62: 1-21 (2024) - [j174]Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza:
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j173]Yan He, Bing Tu, Bo Liu, Yunyun Chen, Jun Li, Antonio Plaza:
Hybrid Multiscale Spatial-Spectral Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j172]Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza:
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j171]Yunfei Li, Jiali Li, Liangli Meng, Zhenjie Liu, Qian Shi, Jun Li:
A Novel Multiplatform Spatiotempoal Data Fusion Approach for Remote Sensing Imagery Based on Parameter Selection. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j170]Zhenjie Liu, Jun Li, Lizhe Wang, Antonio Plaza:
Optimal Transport Under Land Cover Information Constraints: Fusing Heterogeneous SAR Imagery and Social Media Data. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j169]Tiecheng Song, Shufen Bai, Feng Yang, Chenqiang Gao, Haonan Chen, Jun Li:
Exploring Hybrid Contrastive Learning and Scene-to-Label Information for Multilabel Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j168]Tiecheng Song, Zheng Zeng, Chenqiang Gao, Haonan Chen, Jun Li:
Joint Classification of Hyperspectral and LiDAR Data Using Height Information Guided Hierarchical Fusion-and-Separation Network. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j167]Long Yu, Jun Li, Lin He, Antonio Plaza, Lizhe Wang, Zhonghui Tang, Li Zhuo, Yuchen Yuan:
dSPG: A New Discriminant Superpixel Graph Regularizer and Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j166]Yongshan Zhang, Shuaikang Yan, Xinwei Jiang, Lefei Zhang, Zhihua Cai, Jun Li:
Dual Graph Learning Affinity Propagation for Multimodal Remote Sensing Image Clustering. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j165]Peng Zheng, Zebin Wu, Yang Xu, Jin Sun, Fei Ye, Chuan Qin, Zhihui Wei, Javier Plaza, Jun Li, Antonio Plaza:
Unified Cloud-Based Framework for Hyperspectral and Multispectral Image Fusion Incorporating Nonlocal Principles and Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j164]Bing Tu, Xianchang Yang, Wei He, Jun Li, Antonio Plaza:
Hyperspectral Anomaly Detection Using Reconstruction Fusion of Quaternion Frequency Domain Analysis. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8358-8372 (2024) - [j163]Xianchang Yang, Bing Tu, Qianming Li, Jun Li, Antonio Plaza:
Graph Evolution-Based Vertex Extraction for Hyperspectral Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 35(12): 17372-17386 (2024) - [c81]Long Yu, Jun Li, Li Zhuo:
MSSPG-AL: Few-Shot Hyperspectral Image Classification with Active Learning Updated Multi-Scale Superpixel Graph Fusion. ICIP 2024: 862-867 - [c80]Zhenjie Liu, Yong Deng, Jun Li, Javier Plaza, Antonio Plaza:
Fusing SAR Images and Social Media Data Through Domain Adaptation and Land Cover Information: A Case of 2017 Houston Flood Event. IGARSS 2024: 1218-1221 - [c79]Jia Chen, Paolo Gamba, Jun Li, Zhao Yang, Xiangan Zheng:
Urban Hyperspectral Image Super-Resolution Combining Subpixel Mapping And Interpolation. IGARSS 2024: 1245-1248 - [c78]Qiwang Yuan, Zhenjie Liu, Jun Li:
Adaptive Environment Geographic Optimal Transport Based on Remote Sensing Feature Analysis. IGARSS 2024: 9260-9263 - [c77]Long Yu, Jun Li, Li Zhuo, Fan Li, Shaoquan Zhang:
PPSPG: Label and Discriminant Feature Information Induced Superpixel Graph for Hyperspectral Image Classification. IGARSS 2024: 10184-10187 - [i8]Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza:
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification. CoRR abs/2405.12487 (2024) - [i7]Wei Zhang, Miaoxin Cai, Tong Zhang, Jun Li, Yin Zhuang, Xuerui Mao:
EarthMarker: Visual Prompt Learning for Region-level and Point-level Remote Sensing Imagery Comprehension. CoRR abs/2407.13596 (2024) - [i6]Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza:
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification. CoRR abs/2410.05100 (2024) - 2023
- [j162]Sheng Wang, Xiaohui Huang, Wei Han, Jun Li, Xiaohan Zhang, Lizhe Wang:
Lithological mapping of geological remote sensing via adversarial semi-supervised segmentation network. Int. J. Appl. Earth Obs. Geoinformation 125: 103536 (2023) - [j161]Jiali Li, Yunfei Li, Jun Li:
Removing Influence of MODIS Strip Noise in Spatiotemporal Fusion of Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j160]Lianhui Liang, Shaoquan Zhang, Jun Li, Antonio Plaza, Zhi Cui:
Multi-Scale Spectral-Spatial Attention Network for Hyperspectral Image Classification Combining 2D Octave and 3D Convolutional Neural Networks. Remote. Sens. 15(7): 1758 (2023) - [j159]Peng Liu, Lizhe Wang, Jun Li:
Unlocking the Potential of Explainable Artificial Intelligence in Remote Sensing Big Data. Remote. Sens. 15(23): 5448 (2023) - [j158]Jiao Ling, Zhaozhao Zeng, Qian Shi, Jun Li, Bing Zhang:
Estimating Winter Wheat LAI Using Hyperspectral UAV Data and an Iterative Hybrid Method. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 8782-8794 (2023) - [j157]Haoran Xu, Lizhe Wang, Wei Han, Yixin Yang, Jiabao Li, Yue Lu, Jun Li:
A Survey on UAV Applications in Smart City Management: Challenges, Advances, and Opportunities. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 8982-9010 (2023) - [j156]Aojun Gong, Junfei Nie, Chen Niu, Yuan Yu, Jun Li, Lianbo Guo:
Edge and Skeleton Guidance Network for Salient Object Detection in Optical Remote Sensing Images. IEEE Trans. Circuits Syst. Video Technol. 33(12): 7109-7120 (2023) - [j155]Jia Chen, Paolo Gamba, Jun Li:
MAHUM: A Multitasks Autoencoder Hyperspectral Unmixing Model. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j154]Huiling Gao, Shutao Li, Jun Li, Renwei Dian:
Multispectral Image Pan-Sharpening Guided by Component Substitution Model. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j153]Lin He, Xinyi Li, Xinguo He, Jun Li, Shuang Song, Antonio Plaza:
VSP-Based Warping for Stitching Many UAV Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j152]Lin He, Dahan Xi, Jun Li, Honghao Lai, Antonio Plaza, Jocelyn Chanussot:
Dynamic Hyperspectral Pansharpening CNNs. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - [j151]Lianhui Liang, Ying Zhang, Shaoquan Zhang, Jun Li, Antonio Plaza, Xudong Kang:
Fast Hyperspectral Image Classification Combining Transformers and SimAM-Based CNNs. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - [j150]Xiaolong Liao, Bing Tu, Jun Li, Antonio Plaza:
Class-wise Graph Embedding-Based Active Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j149]Jining Yan, Jingwei Liu, Dong Liang, Yi Wang, Jun Li, Lizhe Wang:
Semantic Segmentation of Land Cover in Urban Areas by Fusing Multisource Satellite Image Time Series. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j148]Zhuoyi Zhao, Xiang Xu, Jun Li, Shutao Li, Antonio Plaza:
Gabor-Modulated Grouped Separable Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j147]Gaodian Zhou, Weitao Chen, Xuwen Qin, Jun Li, Lizhe Wang:
Lithological Unit Classification Based on Geological Knowledge-Guided Deep Learning Framework for Optical Stereo Mapping Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j146]Gaodian Zhou, Jiahui Xu, Weitao Chen, Xianju Li, Jun Li, Lizhe Wang:
Deep Feature Enhancement Method for Land Cover With Irregular and Sparse Spatial Distribution Features: A Case Study on Open-Pit Mining. IEEE Trans. Geosci. Remote. Sens. 61: 1-20 (2023) - [j145]Kaidong Wang, Xiuwu Liao, Jun Li, Deyu Meng, Yao Wang:
Hyperspectral Image Super-Resolution via Knowledge-Driven Deep Unrolling and Transformer Embedded Convolutional Recurrent Neural Network. IEEE Trans. Image Process. 32: 4581-4594 (2023) - [c76]Zeyang Zhao, Tao Chen, Jun Li:
Compact Convolutional Transformer for Landslide Susceptibility Mapping. IGARSS 2023: 2568-2571 - [c75]Xiaowei Guo, Tao Chen, Jun Li:
Inversion and prediction of time-varying surface subsidence in coal mines by combining SBAS-InSAR and time-series prediction algorithms. IGARSS 2023: 5214-5217 - [c74]Yue Yang, Tao Chen, Jun Li:
SRNet: Siamese Residual Network for Remote Sensing Change Detection. IGARSS 2023: 6644-6647 - [c73]Liang Lv, Tao Chen, Jun Li:
An Interpretation Study on the ML Models for Landslide Susceptibility Mapping. IGARSS 2023: 7241-7244 - [c72]J. Chen, Jun Li, Paolo Gamba:
A Multi-Tasks Autoencoder Hyperspectral Unmixing Model With Information Gain Based On Graph Network. WHISPERS 2023: 1-5 - 2022
- [j144]Runyu Fan, Jun Li, Weijing Song, Wei Han, Jining Yan, Lizhe Wang:
Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data. Int. J. Appl. Earth Obs. Geoinformation 111: 102831 (2022) - [j143]Wei Han, Jun Li, Sheng Wang, Yi Wang, Jining Yan, Runyu Fan, Xiaohan Zhang, Lizhe Wang:
A context-scale-aware detector and a new benchmark for remote sensing small weak object detection in unmanned aerial vehicle images. Int. J. Appl. Earth Obs. Geoinformation 112: 102966 (2022) - [j142]Runlin Cai, Chenying Liu, Jun Li:
Phase-Induced Gabor-Based Multiview Active Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j141]Zhao Pei, Yuanshuai Gou, Miao Ma, Min Guo, Chengcai Leng, Yuli Chen, Jun Li:
Alzheimer's disease diagnosis based on long-range dependency mechanism using convolutional neural network. Multim. Tools Appl. 81(25): 36053-36068 (2022) - [j140]Lianhui Liang, Shaoquan Zhang, Jun Li:
Multiscale DenseNet Meets With Bi-RNN for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 5401-5415 (2022) - [j139]Yunfei Li, Qian Shi, Lin He, Runlin Cai, Liangli Meng, Jun Li, Antonio Plaza:
Fusing Sentinel-2 and Landsat-8 Surface Reflectance Data via Pixel-Wise Local Normalization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 7359-7374 (2022) - [j138]Lin He, Jiawei Zhu, Jun Li, Antonio Plaza, Jocelyn Chanussot, Zhuliang Yu:
CNN-Based Hyperspectral Pansharpening With Arbitrary Resolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-21 (2022) - [j137]Runmin Cong, Yumo Zhang, Leyuan Fang, Jun Li, Yao Zhao, Sam Kwong:
RRNet: Relational Reasoning Network With Parallel Multiscale Attention for Salient Object Detection in Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j136]Runyu Fan, Fengpeng Li, Wei Han, Jining Yan, Jun Li, Lizhe Wang:
Fine-Scale Urban Informal Settlements Mapping by Fusing Remote Sensing Images and Building Data via a Transformer-Based Multimodal Fusion Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j135]Runyu Fan, Jun Li, Fengpeng Li, Wei Han, Lizhe Wang:
Multilevel Spatial-Channel Feature Fusion Network for Urban Village Classification by Fusing Satellite and Streetview Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j134]Wei Han, Jun Li, Sheng Wang, Xinyu Zhang, Yusen Dong, Runyu Fan, Xiaohan Zhang, Lizhe Wang:
Geological Remote Sensing Interpretation Using Deep Learning Feature and an Adaptive Multisource Data Fusion Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j133]Zhi He, Jun Li, Lin Liu, Dan He, Man Xiao:
Multiframe Video Satellite Image Super-Resolution via Attention-Based Residual Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j132]Lin He, Jinhua Xie, Jun Li, Antonio Plaza, Jocelyn Chanussot, Jiawei Zhu:
Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j131]Yunfei Li, Runlin Cai, Jun Li, Zhenjie Liu, Liangli Meng, Lin He:
Pansharpening-Based Spatio-Temporal Fusion for Predicting Intense Surface Changes. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j130]Jun Li, Yunfei Li, Runlin Cai, Lin He, Jin Chen, Antonio Plaza:
Enhanced Spatiotemporal Fusion via MODIS-Like Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j129]Zhenjie Liu, Jianming Xu, Jun Li, Antonio Plaza, Shaoquan Zhang, Lizhe Wang:
Moving Ship Optimal Association for Maritime Surveillance: Fusing AIS and Sentinel-2 Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j128]Shaohui Mei, Xiaofeng Chen, Yifan Zhang, Jun Li, Antonio Plaza:
Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j127]Shubing Ouyang, Jiahui Xu, Weitao Chen, Yusen Dong, Xianju Li, Jun Li:
A Fine-Grained Genetic Landform Classification Network Based on Multimodal Feature Extraction and Regional Geological Context. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j126]Bingze Song, Peng Liu, Jun Li, Lizhe Wang, Luo Zhang, Guojin He, Lajiao Chen, Jianbo Liu:
MLFF-GAN: A Multilevel Feature Fusion With GAN for Spatiotemporal Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j125]Tiecheng Song, Yuanlin Wang, Chenqiang Gao, Haonan Chen, Jun Li:
MSLAN: A Two-Branch Multidirectional Spectral-Spatial LSTM Attention Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j124]Bing Tu, Zhi Wang, Huiting Ouyang, Xianchang Yang, Jun Li, Antonio Plaza:
Hyperspectral Anomaly Detection Using the Spectral-Spatial Graph. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j123]Bing Tu, Xianchang Yang, Xianfeng Ou, Guoyun Zhang, Jun Li, Antonio Plaza:
Ensemble Entropy Metric for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j122]Lin Yan, Jun Li, Chenchao Xiao:
Vicarious Radiometric Calibration of the AHSI Instrument Onboard ZY1E on Dunhuang Radiometric Calibration Site. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j121]Zhaozhao Zeng, Haonan Chen, Qian Shi, Jun Li:
Spatial Downscaling of IMERG Considering Vegetation Index Based on Adaptive Lag Phase. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j120]Shaoquan Zhang, Guorong Zhang, Fan Li, Chengzhi Deng, Shengqian Wang, Antonio Plaza, Jun Li:
Spectral-Spatial Hyperspectral Unmixing Using Nonnegative Matrix Factorization. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j119]Bing Tu, Zhi Wang, Xianchang Yang, Jun Li, Antonio Plaza:
Hyperspectral Anomaly Detection Using Quantum Potential Clustering. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j118]Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza:
A3 CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. IEEE Trans. Neural Networks Learn. Syst. 33(2): 747-761 (2022) - [c71]Yunfei Li, Jun Li, Antonio Plaza:
A Noise Proof Strategy for Spatio-Temporal Fusion of Remote Sensing Imagery. IGARSS 2022: 895-898 - [c70]Lianhui Liang, Shaoquan Zhang, Jun Li, Zhi Cui:
Hyperspectral Image Classification Via Double-Branch Multi-Scale Spectral-Spatial Convolution Network. IGARSS 2022: 3588-3591 - [i5]Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza:
A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. CoRR abs/2204.04462 (2022) - [i4]Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J. Plaza:
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives. CoRR abs/2204.09120 (2022) - 2021
- [j117]Jun Li, Zhenjie Liu, Xinya Lei, Lizhe Wang:
Distributed Fusion of Heterogeneous Remote Sensing and Social Media Data: A Review and New Developments. Proc. IEEE 109(8): 1350-1363 (2021) - [j116]Lin Yan, Yonghong Hu, Yong Zhang, Xiao-Ming Li, Changyong Dou, Jun Li, Yidan Si, Lijun Zhang:
Radiometric Calibration Evaluation for FY3D MERSI-II Thermal Infrared Channels at Lake Qinghai. Remote. Sens. 13(3): 466 (2021) - [j115]Yuming Tang, Ruru Deng, Jun Li, Yeheng Liang, Longhai Xiong, Yongming Liu, Ruihao Zhang, Zhenqun Hua:
Estimation of Ultrahigh Resolution PM2.5 Mass Concentrations Based on Mie Scattering Theory by Using Landsat8 OLI Images over Pearl River Delta. Remote. Sens. 13(13): 2463 (2021) - [j114]Jun Li, Wei Zhou:
Bregman linearized reweighted alternating minimization for robust sparse recovery. Signal Process. 188: 108194 (2021) - [j113]Wenjing Deng, Qian Shi, Jun Li:
Attention-Gate-Based Encoder-Decoder Network for Automatical Building Extraction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2611-2620 (2021) - [j112]Bingkun Liang, Chenying Liu, Jun Li, Antonio Plaza, José M. Bioucas-Dias:
Semisupervised Discriminative Random Field for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 12403-12414 (2021) - [j111]Zebin Wu, Jin Sun, Yi Zhang, Yaoqin Zhu, Jun Li, Antonio Plaza, Jón Atli Benediktsson, Zhihui Wei:
Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures. IEEE Trans. Cybern. 51(7): 3588-3601 (2021) - [j110]Zhenjie Liu, Qiang Qiu, Jun Li, Lizhe Wang, Antonio Plaza:
Geographic Optimal Transport for Heterogeneous Data: Fusing Remote Sensing and Social Media. IEEE Trans. Geosci. Remote. Sens. 59(8): 6935-6945 (2021) - [j109]Yuanchao Su, Xiang Xu, Jun Li, Hairong Qi, Paolo Gamba, Antonio Plaza:
Deep Autoencoders With Multitask Learning for Bilinear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 59(10): 8615-8629 (2021) - [j108]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) - [j107]Chenying Liu, Jun Li, Lin He, Antonio Plaza, Shutao Li, Bo Li:
Naive Gabor Networks for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 32(1): 376-390 (2021) - [c69]Antonio Plaza, Jun Li, Mário A. T. Figueiredo:
An Overview of the Contributions of Jose Manuel Bioucas-Dias to Remote Sensing Image Processing. IGARSS 2021: 13-16 - [c68]Runlin Cai, Chenying Liu, Jun Li:
Integrated Gabor-Based Decision Fusion for Hyperspectral Image Classification. IGARSS 2021: 3221-3224 - [c67]Zhenjie Liu, Jun Li, Javier Plaza, Antonio Plaza:
Subspace Optimal Transport for Spatial Bias Correction of Social Media Data: A Case Study of 2013 Boulder Flood Event. IGARSS 2021: 3249-3252 - [c66]Yunfei Li, Jun Li, Shaoquan Zhang:
A Extremely Fast Spatio-Temporal Fusion Method for Remotely Sensed Images. IGARSS 2021: 4452-4455 - [i3]Runmin Cong, Yumo Zhang, Leyuan Fang, Jun Li, Chunjie Zhang, Yao Zhao, Sam Kwong:
RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing Images. CoRR abs/2110.14223 (2021) - 2020
- [j106]Jun Li, Yunfei Li, Lin He, Jin Chen, Antonio Plaza:
Spatio-temporal fusion for remote sensing data: an overview and new benchmark. Sci. China Inf. Sci. 63(4) (2020) - [j105]Yunfei Li, Jun Li, Lin He, Jin Chen, Antonio Plaza:
A new sensor bias-driven spatio-temporal fusion model based on convolutional neural networks. Sci. China Inf. Sci. 63(4) (2020) - [j104]Feng Xu, Cheng Hu, Jun Li, Antonio Plaza, Mihai Datcu:
Special focus on deep learning in remote sensing image processing. Sci. China Inf. Sci. 63(4) (2020) - [j103]Boxi Shen, Xiang Xu, Jun Li, Antonio Plaza, Qunying Huang:
Unfolding Spatial-Temporal Patterns of Taxi Trip based on an Improved Network Kernel Density Estimation. ISPRS Int. J. Geo Inf. 9(11): 683 (2020) - [j102]Alim Samat, Jun Li, Cong Lin, Sicong Liu, Erzhu Li:
Edge Gradient-Based Active Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(9): 1588-1592 (2020) - [j101]Haoyang Yu, Lianru Gao, Jun Li, Bing Zhang:
Subspace-based multitask learning framework for hyperspectral imagery classification. Multim. Tools Appl. 79(13-14): 8887-8909 (2020) - [j100]Shaohui Mei, Ge Zhang, Jun Li, Yifan Zhang, Qian Du:
Improving Spectral-Based Endmember Finding by Exploring Spatial Context for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 3336-3349 (2020) - [j99]Xiang Xu, Jun Li, Shutao Li, Antonio Plaza:
Curvelet Transform Domain-Based Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4908-4924 (2020) - [j98]Lin He, Jiawei Zhu, Jun Li, Deyu Meng, Jocelyn Chanussot, Antonio Plaza:
Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5898-5914 (2020) - [j97]Xiang Xu, Jun Li, Shutao Li, Antonio Plaza:
Generalized Morphological Component Analysis for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 58(4): 2817-2832 (2020) - [j96]Lin He, Chenying Liu, Jun Li, Yuanqing Li, Shutao Li, Zhuliang Yu:
Hyperspectral Image Spectral-Spatial-Range Gabor Filtering. IEEE Trans. Geosci. Remote. Sens. 58(7): 4818-4836 (2020) - [c65]Shaoquan Zhang, Guorong Zhang, Chengzhi Deng, Jun Li, Shengqian Wang, Jun Wang, Antonio Plaza:
Spectral-Spatial Weighted Sparse Nonnegative Tensor Factorization for Hyperspectral Unmixing. IGARSS 2020: 2177-2180 - [c64]Zhaozhao Zeng, Shi Qian, Javier Plaza, Antonio Plaza, Jun Li:
Spatial Downscaling for Global Precipitation Measurement Using a Geographically and Temporally Weighted Regression Model. IGARSS 2020: 5348-5351 - [c63]Lin Yan, Yonghong Hu, Xiaoming Li, Jun Li, Yong Zhang, Changyong Dou, Javier Plaza, Antonio Plaza:
Radiometric Calibration of Fengyun-3D Mersi-II Satellite: A Case Study in Lake Qinghai, China. IGARSS 2020: 6109-6112 - [c62]Zhenjie Liu, Jun Li, Javier Plaza, Antonio Plaza:
Spatial Bias Correction of Social Media Data by Exploiting Remote Sensing Knowledge in Data-Deficient Regions. IGARSS 2020: 7017-7020
2010 – 2019
- 2019
- [j95]Juan Mario Haut, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Jun Li:
Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model. IEEE Geosci. Remote. Sens. Lett. 16(9): 1432-1436 (2019) - [j94]Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li:
Hyperspectral Image Classification Using Random Occlusion Data Augmentation. IEEE Geosci. Remote. Sens. Lett. 16(11): 1751-1755 (2019) - [j93]Bing Zhang, Zhengchao Chen, Dailiang Peng, Jón Atli Benediktsson, Bo Liu, Lei Zou, Jun Li, Antonio Plaza:
Remotely sensed big data: evolution in model development for information extraction [point of view]. Proc. IEEE 107(12): 2294-2301 (2019) - [j92]Bing Zhang, Y. Zeng, Q. Wu, R. Zhang, A. B. Magoun, Zhengchao Chen, Dailiang Peng, Jón Atli Benediktsson, Bo Liu, Lei Zou, Jun Li, Antonio J. Plaza, Krishna Shenai:
Scanning the Issue. Proc. IEEE 107(12): 2306-2307 (2019) - [j91]Han Liu, Jun Li, Lin He, Yu Wang:
Superpixel-Guided Layer-Wise Embedding CNN for Remote Sensing Image Classification. Remote. Sens. 11(2): 174 (2019) - [j90]Zhao Pei, Yawen Li, Miao Ma, Jun Li, Chengcai Leng, Xiaoqiang Zhang, Yanning Zhang:
Occluded-Object 3D Reconstruction Using Camera Array Synthetic Aperture Imaging. Sensors 19(3): 607 (2019) - [j89]Chenying Liu, Jun Li, Lin He:
Superpixel-Based Semisupervised Active Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(1): 357-370 (2019) - [j88]Lin He, Yizhou Rao, Jun Li, Jocelyn Chanussot, Antonio Plaza, Jiawei Zhu, Bo Li:
Pansharpening via Detail Injection Based Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1188-1204 (2019) - [j87]Shuyuan Xu, Jun Li, Mahdi Khodadadzadeh, Andrea Marinoni, Paolo Gamba, Bo Li:
Abundance-Indicated Subspace for Hyperspectral Classification With Limited Training Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1265-1278 (2019) - [j86]Lin He, Jiawei Zhu, Jun Li, Antonio Plaza, Jocelyn Chanussot, Bo Li:
HyperPNN: Hyperspectral Pansharpening via Spectrally Predictive Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(8): 3092-3100 (2019) - [j85]Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio Plaza, Jun Li, Filiberto Pla:
Capsule Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(4): 2145-2160 (2019) - [j84]Mingyang Zhang, Maoguo Gong, Yishun Mao, Jun Li, Yue Wu:
Unsupervised Feature Extraction in Hyperspectral Images Based on Wasserstein Generative Adversarial Network. IEEE Trans. Geosci. Remote. Sens. 57(5): 2669-2688 (2019) - [j83]Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Somdatta Chakravortty:
DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 57(7): 4309-4321 (2019) - [j82]Yanfeng Gu, Tianzhu Liu, Jun Li:
Superpixel Tensor Model for Spatial-Spectral Classification of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57(7): 4705-4719 (2019) - [j81]Xiang Xu, Jun Li, Shutao Li, Antonio Plaza:
Subpixel Component Analysis for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(8): 5564-5579 (2019) - [j80]Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li:
Visual Attention-Driven Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(10): 8065-8080 (2019) - [c61]Chenying Liu, Jun Li, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza, Qian Shi:
Accessibility-Free Active Learning for Hyperspectral Image Classification. IGARSS 2019: 409-412 - [c60]Yunfei Li, Chenying Liu, Lin Yan, Jun Li, Antonio Plaza, Bo Li:
A New Spatio-Temporal Fusion Method for Remotely Sensed Data Based on Convolutional Neural Networks. IGARSS 2019: 835-838 - [c59]Yuanchao Su, Jun Li, Hairong Qi, Paolo Gamba, Antonio Plaza, Javier Plaza:
Multi-Task Learning with Low-Rank Matrix Factorization for Hyperspectral Nonlinear Unmixing. IGARSS 2019: 2127-2130 - [c58]Shaoquan Zhang, Chengzhi Deng, Jun Li, Shengqian Wang, Fan Li, Chenguang Xu, Antonio Plaza:
Superpixel-Guided Sparse Unmixing for Remotely Sensed Hyperspectral Imagery. IGARSS 2019: 2155-2158 - [i2]Chenying Liu, Jun Li, Lin He, Antonio J. Plaza, Shutao Li, Bo Li:
Naive Gabor Networks. CoRR abs/1912.03991 (2019) - 2018
- [j79]Yuanchao Su, Andrea Marinoni, Jun Li, Javier Plaza, Paolo Gamba:
Stacked Nonnegative Sparse Autoencoders for Robust Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 15(9): 1427-1431 (2018) - [j78]Jie Hu, Zhi He, Jun Li, Lin He, Yiwen Wang:
3D-Gabor Inspired Multiview Active Learning for Spectral-Spatial Hyperspectral Image Classification. Remote. Sens. 10(7): 1070 (2018) - [j77]Jingjing Cao, Kai Liu, Lin Liu, Yuanhui Zhu, Jun Li, Zhi He:
Identifying Mangrove Species Using Field Close-Range Snapshot Hyperspectral Imaging and Machine-Learning Techniques. Remote. Sens. 10(12): 2047 (2018) - [j76]Zebin Wu, Linlin Shi, Jun Li, Qicong Wang, Le Sun, Zhihui Wei, Javier Plaza, Antonio Plaza:
GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1131-1143 (2018) - [j75]Somdatta Chakravortty, Jun Li, Antonio Plaza:
A Technique for Subpixel Analysis of Dynamic Mangrove Ecosystems With Time-Series Hyperspectral Image Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1244-1252 (2018) - [j74]Yongming Liu, Ruru Deng, Jun Li, Yan Qin, Longhai Xiong, Qidong Chen, Xulong Liu:
Multispectral Bathymetry via Linear Unmixing of the Benthic Reflectance. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(11): 4349-4363 (2018) - [j73]Changyu Zhu, Jun Li, Shaoquan Zhang, Changshan Wu, Bing Zhang, Lianru Gao, Antonio Plaza:
Impervious Surface Extraction From Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 4775-4790 (2018) - [j72]Chenying Liu, Lin He, Zhetao Li, Jun Li:
Feature-Driven Active Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(1): 341-354 (2018) - [j71]Xiangming Jiang, Maoguo Gong, Hao Li, Mingyang Zhang, Jun Li:
A Two-Phase Multiobjective Sparse Unmixing Approach for Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 56(1): 508-523 (2018) - [j70]Xiang Xu, Jun Li, Shutao Li:
Multiview Intensity-Based Active Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(2): 669-680 (2018) - [j69]Lin He, Jun Li, Chenying Liu, Shutao Li:
Recent Advances on Spectral-Spatial Hyperspectral Image Classification: An Overview and New Guidelines. IEEE Trans. Geosci. Remote. Sens. 56(3): 1579-1597 (2018) - [j68]Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Peijun Du, Antonio Plaza:
Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization. IEEE Trans. Geosci. Remote. Sens. 56(5): 2704-2721 (2018) - [j67]Shaoquan Zhang, Jun Li, Heng-Chao Li, Chengzhi Deng, Antonio Plaza:
Spectral-Spatial Weighted Sparse Regression for Hyperspectral Image Unmixing. IEEE Trans. Geosci. Remote. Sens. 56(6): 3265-3276 (2018) - [j66]Min Chen, Danyang Liu, Kejian Qian, Jun Li, Mengling Lei, Yi Zhou:
Lunar Crater Detection Based on Terrain Analysis and Mathematical Morphology Methods Using Digital Elevation Models. IEEE Trans. Geosci. Remote. Sens. 56(7): 3681-3692 (2018) - [j65]Zhi He, Jun Li, Kai Liu, Lin Liu, Haiyan Tao:
Kernel Low-Rank Multitask Learning in Variational Mode Decomposition Domain for Multi-/Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 56(7): 4193-4208 (2018) - [j64]Shaoquan Zhang, Jun Li, Zebin Wu, Antonio Plaza:
Spatial Discontinuity-Weighted Sparse Unmixing of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 56(10): 5767-5779 (2018) - [j63]Xin-Ru Feng, Heng-Chao Li, Jun Li, Qian Du, Antonio Plaza, William J. Emery:
Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation. IEEE Trans. Geosci. Remote. Sens. 56(10): 6245-6257 (2018) - [j62]Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Jun Li, Antonio Plaza:
Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach. IEEE Trans. Geosci. Remote. Sens. 56(11): 6440-6461 (2018) - [j61]Xiong Xu, Xiaohua Tong, Antonio Plaza, Jun Li, Yanfei Zhong, Huan Xie, Liangpei Zhang:
A New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(11): 6763-6778 (2018) - [c57]Chuyin Deng, Liyan Li, Zhi He, Jun Li, Yuanhui Zhu:
Monte Carlo Non-Local Means Method for Hyperspectral Image Denoising. IGARSS 2018: 4772-4775 - [c56]Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Yuancheng Huang:
Deep Auto-Encoder Network for Hyperspectral Image Unmixing. IGARSS 2018: 6400-6403 - [c55]Shengjie Liu, Haowen Luo, Ying Tu, Zhi He, Jun Li:
Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification. IGARSS 2018: 7145-7148 - [c54]Xiang Xu, Jun Li, Yanning Zhang, Shutao Li:
A Subpixel Spatial-Spectral Feature Mining for Hyperspectral Image Classification. IGARSS 2018: 8476-8479 - [c53]Yan Yu, Wei Wei, Jun Li, Yanning Zhang:
Urban Impervious Surface Extraction Based on the Integration of Remote Sensing Images and Social Media Data. IGARSS 2018: 8861-8864 - [c52]Yiqi Yan, Lei Zhang, Jun Li, Wei Wei, Yanning Zhang:
Accurate Spectral Super-Resolution from Single RGB Image Using Multi-scale CNN. PRCV (2) 2018: 206-217 - [c51]Shuyuan Xu, Jun Li:
Combining Contextual Information for Subspace Based Hyperspectral Image Classification. WHISPERS 2018: 1-5 - [i1]Yiqi Yan, Lei Zhang, Jun Li, Wei Wei, Yanning Zhang:
Accurate Spectral Super-resolution from Single RGB Image Using Multi-scale CNN. CoRR abs/1806.03575 (2018) - 2017
- [j60]Rui Wang, Heng-Chao Li, Aleksandra Pizurica, Jun Li, Antonio Plaza, William J. Emery:
Hyperspectral Unmixing Using Double Reweighted Sparse Regression and Total Variation. IEEE Geosci. Remote. Sens. Lett. 14(7): 1146-1150 (2017) - [j59]Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza:
Spatial technology and social media in remote sensing: challenges and opportunities [point of view]. Proc. IEEE 105(9): 1583-1585 (2017) - [j58]Antonio Plaza, Jón Atli Benediktsson, Jun Li, Tao Yang, Bing Zhang:
Spatial Technology and Social Media [Scanningthe Issue]. Proc. IEEE 105(10): 1851-1854 (2017) - [j57]Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza:
Spatial Technology and Social Media in Remote Sensing: A Survey. Proc. IEEE 105(10): 1855-1864 (2017) - [j56]Jun Li, Zhi He, Javier Plaza, Shutao Li, Jinfen Chen, Henglin Wu, Yandong Wang, Yu Liu:
Social Media: New Perspectives to Improve Remote Sensing for Emergency Response. Proc. IEEE 105(10): 1900-1912 (2017) - [j55]Zhi He, Jun Li, Lin Liu, Yi Shen:
Three-dimensional empirical mode decomposition (TEMD): A fast approach motivated by separable filters. Signal Process. 131: 307-319 (2017) - [j54]Jielian Guo, Xiong Zhou, Jun Li, Antonio Plaza, Saurabh Prasad:
Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(1): 347-359 (2017) - [j53]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) - [j52]Lin He, Jun Li, Antonio Plaza, Yuanqing Li:
Discriminative Low-Rank Gabor Filtering for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(3): 1381-1395 (2017) - [j51]Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su:
Sparse Graph Regularization for Hyperspectral Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(4): 2351-2366 (2017) - [j50]Xudong Kang, Xiangping Zhang, Shutao Li, Kenli Li, Jun Li, Jón Atli Benediktsson:
Hyperspectral Anomaly Detection With Attribute and Edge-Preserving Filters. IEEE Trans. Geosci. Remote. Sens. 55(10): 5600-5611 (2017) - [j49]Shaoquan Zhang, Alexander Agathos, Jun Li:
Robust Minimum Volume Simplex Analysis for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55(11): 6431-6439 (2017) - [c50]Yuanchao Su, Andrea Marinoni, Jun Li, Antonio Plaza, Paolo Gamba:
Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images. IGARSS 2017: 205-208 - [c49]Shaoquan Zhang, Jun Li, Javier Plaza, Heng-Chao Li, Antonio Plaza:
Spatial weighted sparse regression for hyperspectral image unmixing. IGARSS 2017: 225-228 - [c48]Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza:
Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data. IGARSS 2017: 807-810 - [c47]Han Liu, Lin He, Jun Li:
Remote sensing image classification based on convolutional neural networks with two-fold sparse regularization. IGARSS 2017: 992-995 - [c46]Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza:
Hyperspectral cloud shadow removal based on linear unmixing. IGARSS 2017: 1000-1003 - [c45]Sen Jia, Huimin Xie, Lin Deng, Qiang Huang, Jun Li:
Gabor feature based support vector guided dictionary learning for hyperspectral image classification. IGARSS 2017: 2211-2214 - [c44]Zhi He, Jun Li, Lin Liu:
Hyperspectral classification based on kernel low-rank multitask learning. IGARSS 2017: 3206-3209 - [c43]Changyu Zhu, Shaoquan Zhang, Javier Plaza, Jun Li, Antonio Plaza:
Impervious surface extraction from multispectral images using morphological attribute profiles and spectral mixture analysis. IGARSS 2017: 6283-6286 - 2016
- [j48]Qikai Lu, Xin Huang, Jun Li, Liangpei Zhang:
A Novel MRF-Based Multifeature Fusion for Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 13(4): 515-519 (2016) - [j47]Shaoquan Zhang, Jun Li, Kai Liu, Chengzhi Deng, Lin Liu, Antonio J. Plaza:
Hyperspectral Unmixing Based on Local Collaborative Sparse Regression. IEEE Geosci. Remote. Sens. Lett. 13(5): 631-635 (2016) - [j46]Alim Samat, Jun Li, Sicong Liu, Peijun Du, Zelang Miao, Jieqiong Luo:
Improved hyperspectral image classification by active learning using pre-designed mixed pixels. Pattern Recognit. 51: 43-58 (2016) - [j45]Haoyang Yu, Lianru Gao, Jun Li, Shan Shan Li, Bing Zhang, Jón Atli Benediktsson:
Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields. Remote. Sens. 8(4): 355 (2016) - [j44]Zhi He, Jun Li, Lin Liu:
Tensor Block-Sparsity Based Representation for Spectral-Spatial Hyperspectral Image Classification. Remote. Sens. 8(8): 636 (2016) - [j43]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) - [j42]Yi Liu, Jun Li, Antonio Plaza:
Spectrometer-Driven Spectral Partitioning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 668-680 (2016) - [j41]Benqin Song, Peijun Li, Jun Li, Antonio Plaza:
One-Class Classification of Remote Sensing Images Using Kernel Sparse Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1613-1623 (2016) - [j40]Zebin Wu, Yonglong Li, Antonio Plaza, Jun Li, Fu Xiao, Zhihui Wei:
Parallel and Distributed Dimensionality Reduction of Hyperspectral Data on Cloud Computing Architectures. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(6): 2270-2278 (2016) - [j39]Jianjun Liu, Zebin Wu, Jun Li, Liang Xiao, Antonio Plaza, Jón Atli Benediktsson:
Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4129-4141 (2016) - [j38]Yang Xu, Zebin Wu, Jun Li, Antonio J. Plaza, Zhihui Wei:
Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 54(4): 1990-2000 (2016) - [j37]Jianjun Liu, Zebin Wu, Jun Li, Antonio J. Plaza, Yunhao Yuan:
Probabilistic-Kernel Collaborative Representation for Spatial-Spectral Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(4): 2371-2384 (2016) - [j36]Xiang Xu, Jun Li, Xin Huang, Mauro Dalla Mura, Antonio Plaza:
Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(5): 3083-3102 (2016) - [j35]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza, Lin Liu:
Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 54(10): 6076-6090 (2016) - [j34]Zhi He, Jun Li, Lin Liu, Kai Liu, Li Zhuo:
Fast Three-Dimensional Empirical Mode Decomposition of Hyperspectral Images for Class-Oriented Multitask Learning. IEEE Trans. Geosci. Remote. Sens. 54(11): 6625-6643 (2016) - [c42]Yibao Sun, Jun Li, Wei Wang, Antonio Plaza, Zeqiang Chen:
Active learning based autoencoder for hyperspectral imagery classification. IGARSS 2016: 469-472 - [c41]Jie Hu, Chenying Liu, Lin He, Jun Li:
Gabor-based active learning for hyperspectral image classification. IGARSS 2016: 2457-2460 - [c40]Haoyang Yu, Lianru Gao, Jun Li, Bing Zhang:
Spectral-spatial classification based on subspace support vector machine and Markov random field. IGARSS 2016: 2783-2786 - [c39]Zhi He, Wei Zhou, Jun Li, Lin Liu:
Multi-way projections-based reconstruction for hyperspectral image denoising. IGARSS 2016: 2913-2916 - [c38]Mahdi Khodadadzadeh, Lorenzo Bruzzone, Jun Li, Antonio J. Plaza:
A Gaussian approach to subspace based classification of hyperspectral images. IGARSS 2016: 3278-3281 - [c37]Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Antonio J. Plaza:
Convex formulation for hyperspectral image classification with superpixels. IGARSS 2016: 3294-3297 - [c36]Xiang Xu, Jun Li, Antonio J. Plaza:
Fusion of hyperspectral and LiDAR data using morphological component analysis. IGARSS 2016: 3575-3578 - [c35]Yuanchao Su, Xu Sun, Lianru Gao, Jun Li, Bing Zhang:
Improved discrete swarm intelligence algorithms for endmember extraction in hyperspectral remote sensing image. WHISPERS 2016: 1-4 - [c34]Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Jie Wei, Zhihui Wei:
GPU implementation of hyperspectral image classification based on weighted Markov random fields. WHISPERS 2016: 1-4 - [c33]Shaoquan Zhang, Jun Li, Zebin Wu, Antonio Plaza:
Sparse hyperspectral unmixing with spatial discontinuity preservation. WHISPERS 2016: 1-4 - 2015
- [j33]Peijun Du, Zhaohui Xue, Jun Li, Antonio Plaza:
Learning Discriminative Sparse Representations for Hyperspectral Image Classification. IEEE J. Sel. Top. Signal Process. 9(6): 1089-1104 (2015) - [j32]Lianru Gao, Jun Li, Mahdi Khodadadzadeh, Antonio J. Plaza, Bing Zhang, Zhijian He, Huiming Yan:
Subspace-Based Support Vector Machines for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12(2): 349-353 (2015) - [j31]Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, Zhihui Wei:
Real-Time Implementation of the Sparse Multinomial Logistic Regression for Hyperspectral Image Classification on GPUs. IEEE Geosci. Remote. Sens. Lett. 12(7): 1456-1460 (2015) - [j30]Zebin Wu, Jiafu Liu, Antonio J. Plaza, Jun Li, Zhihui Wei:
GPU Implementation of Composite Kernels for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12(9): 1973-1977 (2015) - [j29]Qian Shen, Junsheng Li, Fangfang Zhang, Xu Sun, Jun Li, Wei Li, Bing Zhang:
Classification of Several Optically Complex Waters in China Using in Situ Remote Sensing Reflectance. Remote. Sens. 7(11): 14731-14756 (2015) - [j28]Lianru Gao, Jianwei Gao, Jun Li, Antonio Plaza, Lina Zhuang, Xu Sun, Bing Zhang:
Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2569-2582 (2015) - [j27]Lina Zhuang, Bing Zhang, Lianru Gao, Jun Li, Antonio Plaza:
Normal Endmember Spectral Unmixing Method for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2598-2606 (2015) - [j26]Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Jianjun Liu, Zhihui Wei:
Parallel Implementation of Sparse Representation Classifiers for Hyperspectral Imagery on GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2912-2925 (2015) - [j25]Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, Zhihui Wei:
Parallel Spatial-Spectral Hyperspectral Image Classification With Sparse Representation and Markov Random Fields on GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2926-2938 (2015) - [j24]Mahdi Khodadadzadeh, Jun Li, Saurabh Prasad, Antonio Plaza:
Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2971-2983 (2015) - [j23]Zhaohui Xue, Jun Li, Liang Cheng, Peijun Du:
Spectral-Spatial Classification of Hyperspectral Data via Morphological Component Analysis-Based Image Separation. IEEE Trans. Geosci. Remote. Sens. 53(1): 70-84 (2015) - [j22]Jun Li, Xin Huang, Paolo Gamba, José M. Bioucas-Dias, Liangpei Zhang, Jón Atli Benediktsson, Antonio J. Plaza:
Multiple Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53(3): 1592-1606 (2015) - [j21]Jun Li, Inmaculada Dopido, Paolo Gamba, Antonio J. Plaza:
Complementarity of Discriminative Classifiers and Spectral Unmixing Techniques for the Interpretation of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 53(5): 2899-2912 (2015) - [j20]Jun Li, Alexander Agathos, Daniela Zaharie, José M. Bioucas-Dias, Antonio J. Plaza, Xia Li:
Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 53(9): 5067-5082 (2015) - [j19]Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su:
Simultaneous Sparse Graph Embedding for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53(11): 6114-6133 (2015) - [c32]Mahdi Khodadadzadeh, Aurora Cuartero, Jun Li, Ángel M. Felicísimo, Antonio Plaza:
Fusion of hyperspectral and lidar data using generalized composite kernels: A case study in Extremadura, Spain. IGARSS 2015: 61-64 - [c31]Yonglong Li, Zebin Wu, Jie Wei, Antonio Plaza, Jun Li, Zhihui Wei:
Fast principal component analysis for hyperspectral imaging based on cloud computing. IGARSS 2015: 513-516 - [c30]Guihua Tang, Sen Jia, Jun Li:
An enhanced density peak-based clustering approach for hyperspectral band selection. IGARSS 2015: 1116-1119 - [c29]Xiang Xu, Jun Li, Mauro Dalla Mura:
Remote sensing image classification based on multiple morphological component analysis. IGARSS 2015: 2596-2599 - [c28]Yi Liu, Jun Li, Antonio Plaza, Kun Tan:
Class-oriented spectral partitioning for hyperspectral image classification. IGARSS 2015: 4983-4986 - [c27]Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias:
Hyperspectral image classification based on union of subspaces. JURSE 2015: 1-4 - [c26]Jun Li, José M. Bioucas-Dias, Antonio Plaza, Lin Liu:
Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (R-CONMF). WHISPERS 2015: 1-4 - 2014
- [j18]Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias:
A Subspace-Based Multinomial Logistic Regression for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 11(12): 2105-2109 (2014) - [j17]Alim Samat, Peijun Du, Sicong Liu, Jun Li, Liang Cheng:
E2LMs : Ensemble Extreme Learning Machines for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1060-1069 (2014) - [j16]Alexander Agathos, Jun Li, Dana Petcu, Antonio Plaza:
Multi-GPU Implementation of the Minimum Volume Simplex Analysis Algorithm for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2281-2296 (2014) - [j15]Qiandong Guo, Bing Zhang, Qiong Ran, Lianru Gao, Jun Li, Antonio Plaza:
Weighted-RXD and Linear Filter-Based RXD: Improving Background Statistics Estimation for Anomaly Detection in Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2351-2366 (2014) - [j14]Bing Zhang, Yao Liu, Wenjuan Zhang, Lianru Gao, Jun Li, Jun Wang, Xia Li:
Analysis of the Proportion of Surface Reflected Radiance in Mid-Infrared Absorption Bands. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2639-2646 (2014) - [j13]Inmaculada Dopido, Jun Li, Paolo Gamba, Antonio Plaza:
A New Hybrid Strategy Combining Semisupervised Classification and Unmixing of Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(8): 3619-3629 (2014) - [j12]Jun Li, Paolo Gamba, Antonio Plaza:
A Novel Semi-Supervised Method for Obtaining Finer Resolution Urban Extents Exploiting Coarser Resolution Maps. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(10): 4276-4287 (2014) - [j11]Xin Huang, Xuehua Guan, Jón Atli Benediktsson, Liangpei Zhang, Jun Li, Antonio Plaza, Mauro Dalla Mura:
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4653-4669 (2014) - [j10]Benqin Song, Jun Li, Mauro Dalla Mura, Peijun Li, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson, Jocelyn Chanussot:
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 52(8): 5122-5136 (2014) - [j9]Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias, Xia Li:
Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization. IEEE Trans. Geosci. Remote. Sens. 52(10): 6298-6314 (2014) - [c25]Alexander Agathos, Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Robust minimum volume simplex analysis for hyperspectral unmixing. EUSIPCO 2014: 1582-1586 - [c24]Yi Liu, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias, Aurora Cuartero, Pablo García Rodríguez:
Spectral partitioning for hyperspectral remote sensing image classification. IGARSS 2014: 3434-3437 - [c23]Mahdi Khodadadzadeh, Jun Li, Antonio J. Plaza, Paolo Gamba, Jón Atli Benediktsson, José M. Bioucas-Dias:
A new framework for hyperspectral image classification using multiple spectral and spatial features. IGARSS 2014: 4628-4631 - [c22]Jun Li, Yi Liu, Antonio Plaza, Peijun Du, Mahdi Khodadadzadeh:
Spectrometer-driven spectral partitioning for hyperspectral image classification. WHISPERS 2014: 1-4 - 2013
- [j8]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Semisupervised Hyperspectral Image Classification Using Soft Sparse Multinomial Logistic Regression. IEEE Geosci. Remote. Sens. Lett. 10(2): 318-322 (2013) - [j7]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Spectral-Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning. IEEE Trans. Geosci. Remote. Sens. 51(2): 844-856 (2013) - [j6]Inmaculada Dopido, Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
Semisupervised Self-Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 51(7-1): 4032-4044 (2013) - [j5]Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
Generalized Composite Kernel Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 51(9): 4816-4829 (2013) - [c21]Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias:
Spectral-spatial classification for hyperspectral data using SVM and subspace MLR. IGARSS 2013: 2180-2183 - [c20]Benqin Song, Jun Li, Peijun Li, Antonio Plaza:
Decision fusion based on extended multi-attribute profiles for hyperspectral image classification. WHISPERS 2013: 1-4 - 2012
- [j4]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Spectral-Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. 50(3): 809-823 (2012) - [c19]Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images. ICPRAM (1) 2012: 406-411 - [c18]Inmaculada Dopido, Jun Li, Antonio Plaza, José M. Bioucas-Dias:
Semi-supervised active learning for urban hyperspectral image classification. IGARSS 2012: 1586-1589 - [c17]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing. IGARSS 2012: 3078-3081 - [c16]Inmaculada Dopido, Jun Li, Antonio Plaza, Paolo Gamba:
Semi-supervised classification of hyperspectral data using spectral unmixing concepts. TyWRRS 2012: 353-358 - [c15]Inmaculada Dopido, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias:
A new semi-supervised approach for hyperspectral image classification with different active learning strategies. WHISPERS 2012: 1-4 - [c14]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Semi-supervised discriminative random field for hyperspectral image classification. WHISPERS 2012: 1-4 - [c13]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Nonnegative matrix factorization with collaborativity for hyperspectral unmixing. WHISPERS 2012: 1-4 - 2011
- [j3]Xiaohua Tong, Zhenhua Wang, Huan Xie, Dan Liang, Zuoqin Jiang, Jinchao Li, Jun Li:
Designing a two-rank acceptance sampling plan for quality inspection of geospatial data products. Comput. Geosci. 37(10): 1570-1583 (2011) - [j2]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning. IEEE Trans. Geosci. Remote. Sens. 49(10): 3947-3960 (2011) - [c12]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
A new subspace discriminant analysis approach for supervised hyperspectral image classification. IGARSS 2011: 3911-3914 - [c11]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Semi-supervised hyperspectral image classification using a new (soft) sparse multinomial logistic regression model. WHISPERS 2011: 1-4 - [c10]Alberto Villa, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias:
A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts. WHISPERS 2011: 1-4 - 2010
- [j1]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning. IEEE Trans. Geosci. Remote. Sens. 48(11): 4085-4098 (2010) - [c9]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Supervised hyperspectral image segmentation using active learning. WHISPERS 2010: 1-4 - [c8]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Exploiting spatial information in semi-supervised hyperspectral image segmentation. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [c7]Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Semi-supervised Hyperspectral Image Classification based on a Markov Random Field and Sparse Multinomial Logistic Regression. IGARSS (3) 2009: 817-820 - [c6]Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Semi-supervised hyperspectral image segmentation. WHISPERS 2009: 1-4 - 2008
- [c5]Jun Li, José M. Bioucas-Dias:
Minimum Volume Simplex Analysis: A Fast Algorithm to Unmix Hyperspectral Data. IGARSS (3) 2008: 250-253 - [c4]Jinye Zhang, Wei Gong, Jun Li, Feiyue Mao, Rongliang Zeng, Zhenluan Hu, Liangpei Zhang, Pingxiang Li:
Study of Atmospheric Correction in the Remote Sensing based on Multifunctional Raman/Mie Lidar System and Sunphotometer. IGARSS (3) 2008: 899-902 - [c3]Jun Li, Wei Gong, Yingying Ma, Zhongmin Zhu, Pingxiang Li, Liangpei Zhang:
Retrieval of Aerosol Optical Properties based on Measurements of Lidar, Sun-Photometer, and CALIPSO at Wuhan, China. IGARSS (3) 2008: 969-972 - [c2]Yingying Ma, Wei Gong, Jun Li, Zhongmin Zhu, Liangpei Zhang, Pingxiang Li:
Aerosol Character Comparison of CALIPSO and Sunphotometer in Hubei Province, China. IGARSS (3) 2008: 984-987 - 2007
- [c1]Zhongmin Zhu, Wei Gong, Pingxiang Li, Liangpei Zhang, Qianqing Qin, Yingying Ma, Shalei Song, Jun Li, Mengyu Liu, Zhongyu Hao:
The active-passive remote sensing for aerosol optical depth retrieval. IGARSS 2007: 4291-4294
Coauthor Index
Antonio Plaza
aka: Antonio J. Plaza
aka: Antonio J. Plaza
[j198] [j194] [j193] [j192] [j191] [j190] [j186] [j180] [j179] [j178] [j177] [j175] [j174] [j173] [j172] [j170] [j167] [j165] [j164] [j163] [c80] [i8] [i6] [j160] [j153] [j152] [j151] [j150] [j148] [j139] [j138] [j132] [j130] [j129] [j128] [j124] [j123] [j120] [j119] [j118] [c71] [i5] [i4] [j112] [j111] [j110] [j109] [j107] [c69] [c67] [j106] [j105] [j104] [j103] [j99] [j98] [j97] [c65] [c64] [c63] [c62] [j95] [j94] [j93] [j92] [j88] [j86] [j85] [j83] [j81] [j80] [c61] [c60] [c59] [c58] [i2] [j76] [j75] [j73] [j68] [j67] [j64] [j63] [j62] [j61] [c56] [j60] [j59] [j58] [j57] [j54] [j53] [j52] [c50] [c49] [c48] [c46] [c43] [j47] [j43] [j42] [j41] [j40] [j39] [j38] [j37] [j36] [j35] [c42] [c38] [c37] [c36] [c34] [c33] [j33] [j32] [j31] [j30] [j28] [j27] [j26] [j25] [j24] [j22] [j21] [j20] [c32] [c31] [c28] [c27] [c26] [j18] [j16] [j15] [j13] [j12] [j11] [j10] [j9] [c25] [c24] [c23] [c22] [j8] [j7] [j6] [j5] [c21] [c20] [j4] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [j2] [c12] [c11] [c10] [j1] [c9] [c8] [c7] [c6]
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last updated on 2025-07-11 23:38 CEST by the dblp team
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