
Jun Li 0009
Person information
- affiliation: Sun Yat-sen University, School of Geography and Planning, Guangzhou, China
- affiliation (former): Hyperspectral Computing Laboratory, University of Extremadura
- affiliation (former): Instituto Superior Técnico, Lisboa
Other persons with the same name
- Jun Li — disambiguation page
- Jun Li 0001
— 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 4 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 — HP Laboratories, Palo Alto
- Jun Li 0010
— University of Technology Sydney, Centre for Quantum Computation and Intelligent Systems / Faculty of Engineering and Information Technology, Ultimo, NSW, Australia (and 1 more)
- Jun Li 0011
— Southeast University, School of Automation, Nanjing, China (and 3 more)
- Jun Li 0012
— China West Normal University, School of Mathematics and Information, Nanchong, China
- Jun Li 0013 — Department of Land Economy, University of Cambridge
- Jun Li 0014
— Communication University of China, School of Science, Beijing, China
- Jun Li 0015 — CAS Research Center on Fictitious Economy & Data Science
- Jun Li 0016 — CAS Research Center on Fictitious Economy & Data Science
- Jun Li 0017
— University of Toronto, Department of Electrical and Computer Engineering, ON, Canada (and 1 more)
- Jun Li 0018 — Nanjing University of Technology, College of Automation, China
- Jun Li 0019 — Nanjing University of Posts and Telecommunication
- Jun Li 0020 — National University of Defense Technology, 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
— Northeastern University, Department of Electrical and Computer Engineering, Boston, MA, USA (and 1 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
— Huazhong University of Science and Technology, School of Electronic Information and Communications, Wuhan, China
- Jun Li 0033
— Southeast University, School of Automation, Nanjing, China (and 1 more)
- Jun Li 0034 — Rutgers University, WINLAD, 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 — University of Bonn, Germany (and 1 more)
- Jun Li 0043 — LMU Munich, Germany
- 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, USA (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
- 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
— Beihang University, State Key Lab of Software Development Environment, Beijing, China
- 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
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2020 – today
- 2021
- [j104]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) - 2020
- [j103]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) - [j102]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) - [j101]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) - [j100]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) - [j99]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) - [j98]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) - [j97]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) - [j96]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) - [j95]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) - [j94]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) - [j93]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)
2010 – 2019
- 2019
- [j92]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) - [j91]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) - [j90]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) - [j89]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) - [j88]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) - [j87]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) - [j86]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) - [j85]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) - [j84]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) - [j83]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) - [j82]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) - [j81]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) - [j80]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) - [j79]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) - [c50]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 - [c49]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 - [c48]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 - [c47]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 - [i1]Chenying Liu, Jun Li, Lin He, Antonio J. Plaza, Shutao Li, Bo Li:
Naive Gabor Networks. CoRR abs/1912.03991 (2019) - 2018
- [j78]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) - [j77]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) - [j76]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) - [j75]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) - [j74]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) - [j73]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) - [j72]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) - [j71]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) - [j70]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) - [j69]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) - [j68]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) - [j67]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) - [j66]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) - [j65]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) - [j64]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) - [j63]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) - [j62]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) - [j61]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) - [j60]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) - [c46]Yuanchao Su, Jun Li, Antonio Plaza
, Andrea Marinoni, Paolo Gamba, Yuancheng Huang:
Deep Auto-Encoder Network for Hyperspectral Image Unmixing. IGARSS 2018: 6400-6403 - [c45]Xiang Xu, Jun Li, Yanning Zhang, Shutao Li:
A Subpixel Spatial-Spectral Feature Mining for Hyperspectral Image Classification. IGARSS 2018: 8476-8479 - [c44]Shuyuan Xu, Jun Li:
Combining Contextual Information for Subspace Based Hyperspectral Image Classification. WHISPERS 2018: 1-5 - 2017
- [j59]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) - [j58]Jun Li
, Jon 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) - [j57]Antonio Plaza
, Jon Atli Benediktsson
, Jun Li
, Tao Yang, Bing Zhang:
Spatial Technology and Social Media [Scanningthe Issue]. Proc. IEEE 105(10): 1851-1854 (2017) - [j56]Jun Li
, Jon 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) - [j55]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) - [j54]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) - [j53]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) - [j52]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) - [j51]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) - [j50]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) - [j49]Xudong Kang, Xiangping Zhang, Shutao Li
, Kenli Li, Jun Li
, Jon Atli Benediktsson
:
Hyperspectral Anomaly Detection With Attribute and Edge-Preserving Filters. IEEE Trans. Geosci. Remote. Sens. 55(10): 5600-5611 (2017) - [j48]Shaoquan Zhang
, Alexander Agathos, Jun Li
:
Robust Minimum Volume Simplex Analysis for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55(11): 6431-6439 (2017) - [c43]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 - [c42]Shaoquan Zhang, Jun Li, Javier Plaza
, Heng-Chao Li, Antonio Plaza
:
Spatial weighted sparse regression for hyperspectral image unmixing. IGARSS 2017: 225-228 - [c41]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 - [c40]Han Liu, Lin He, Jun Li:
Remote sensing image classification based on convolutional neural networks with two-fold sparse regularization. IGARSS 2017: 992-995 - [c39]Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza
:
Hyperspectral cloud shadow removal based on linear unmixing. IGARSS 2017: 1000-1003 - [c38]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
- [j47]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) - [j46]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) - [j45]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) - [j44]Haoyang Yu
, Lianru Gao, Jun Li
, Shanshan 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) - [j43]Zhi He, Jun Li
, Lin Liu
:
Tensor Block-Sparsity Based Representation for Spectral-Spatial Hyperspectral Image Classification. Remote. Sens. 8(8): 636 (2016) - [j42]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) - [j41]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) - [j40]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) - [j39]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) - [j38]Jianjun Liu
, Zebin Wu, Jun Li, Liang Xiao, Antonio Plaza
, Jon 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) - [j37]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) - [j36]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) - [j35]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) - [j34]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) - [j33]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) - [c37]Yibao Sun, Jun Li
, Wei Wang, Antonio Plaza
, Zeqiang Chen:
Active learning based autoencoder for hyperspectral imagery classification. IGARSS 2016: 469-472 - [c36]Jie Hu, Chenying Liu, Lin He, Jun Li
:
Gabor-based active learning for hyperspectral image classification. IGARSS 2016: 2457-2460 - [c35]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 - [c34]Zhi He, Wei Zhou, Jun Li
, Lin Liu:
Multi-way projections-based reconstruction for hyperspectral image denoising. IGARSS 2016: 2913-2916 - [c33]Mahdi Khodadadzadeh, Lorenzo Bruzzone, Jun Li
, Antonio J. Plaza
:
A Gaussian approach to subspace based classification of hyperspectral images. IGARSS 2016: 3278-3281 - [c32]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 - [c31]Xiang Xu, Jun Li, Antonio J. Plaza
:
Fusion of hyperspectral and LiDAR data using morphological component analysis. IGARSS 2016: 3575-3578 - [c30]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 - [c29]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 - [c28]Shaoquan Zhang, Jun Li, Zebin Wu, Antonio Plaza
:
Sparse hyperspectral unmixing with spatial discontinuity preservation. WHISPERS 2016: 1-4 - 2015
- [j32]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) - [j31]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) - [j30]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) - [j29]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) - [j28]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) - [j27]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) - [j26]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) - [j25]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) - [j24]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) - [j23]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) - [j22]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) - [j21]Jun Li
, Xin Huang
, Paolo Gamba
, José M. Bioucas-Dias
, Liangpei Zhang, Jon Atli Benediktsson
, Antonio J. Plaza
:
Multiple Feature Learning for Hyperspectral Image Classification.