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Lefei Zhang
Lefei Zhang
School of Computer Science, Wuhan University
Verified email at whu.edu.cn - Homepage
Title
Cited by
Cited by
Year
Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art
L Zhang, L Zhang, B Du
IEEE Geoscience and Remote Sensing Magazine 4 (2), 22-40, 2016
27252016
Artificial intelligence for remote sensing data analysis: A review of challenges and opportunities
L Zhang, L Zhang
IEEE Geoscience and Remote Sensing Magazine 10 (2), 270-294, 2022
7192022
Recurrent feature reasoning for image inpainting
J Li, N Wang, L Zhang, B Du, D Tao
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2020
6932020
Multiscale dynamic graph convolutional network for hyperspectral image classification
S Wan, C Gong, P Zhong, B Du, L Zhang, J Yang
IEEE Transactions on Geoscience and Remote Sensing 58 (5), 3162-3177, 2019
6212019
Stacked Convolutional Denoising Auto-encoders for Feature Representation
B Du, W Xiong, J Wu, L Zhang, L Zhang, D Tao
IEEE transactions on cybernetics 47 (4), 1017-1027, 2017
4922017
On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification
L Zhang, L Zhang, D Tao, X Huang
IEEE Transactions on Geoscience and Remote Sensing 50 (3), 879-893, 2012
4692012
Unsupervised domain adaptive re-identification: Theory and practice
L Song, C Wang, L Zhang, B Du, Q Zhang, C Huang, X Wang
Pattern recognition 102, 107173, 2020
4382020
HyperSIGMA: Hyperspectral intelligence comprehension foundation model
D Wang, M Hu, Y Jin, Y Miao, J Yang, Y Xu, X Qin, J Ma, L Sun, C Li, C Fu, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence 47 (8), 6427-6444, 2025
3532025
Feature Learning Using Spatial-spectral Hypergraph Discriminant Analysis for Hyperspectral Image
F Luo, B Du, L Zhang, L Zhang, D Tao
IEEE transactions on cybernetics 49 (7), 2406-2419, 2018
3372018
Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral–Spatial Feature Extraction
L Zhang, L Zhang, D Tao, X Huang
IEEE Transactions on Geoscience and Remote Sensing 51 (1), 242-256, 2013
3202013
Ensemble Manifold Regularized Sparse Low-Rank Approximation for Multiview Feature Embedding
L Zhang, Q Zhang, L Zhang, D Tao, X Huang, B Du
Pattern Recognition 48 (10), 3102-3112, 2015
3062015
Simultaneous Spectral-spatial Feature Selection and Extraction for Hyperspectral Images
L Zhang, Q Zhang, B Du, X Huang, YY Tang, D Tao
IEEE transactions on cybernetics 48 (1), 16-28, 2018
2992018
Dimensionality reduction with enhanced hybrid-graph discriminant learning for hyperspectral image classification
F Luo, L Zhang, B Du, L Zhang
IEEE Transactions on Geoscience and Remote Sensing 58 (8), 5336-5353, 2020
2672020
Hyperspectral Image Unsupervised Classification by Robust Manifold Matrix Factorization
L Zhang, L Zhang, B Du, J You, D Tao
Information Sciences 485, 154-169, 2019
2532019
Progressive reconstruction of visual structure for image inpainting
J Li, F He, L Zhang, B Du, D Tao
2019 IEEE/CVF International Conference on Computer Vision (ICCV), 5961-5970, 2019
2482019
Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning
L Zhang, L Zhang, D Tao, X Huang, B Du
IEEE Transactions on Geoscience and Remote Sensing 52 (8), 4955-4965, 2014
2442014
Exploring Representativeness and Informativeness for Active Learning
B Du, Z Wang, L Zhang, L Zhang, W Liu, J Shen, D Tao
IEEE transactions on cybernetics 47 (1), 14-26, 2017
2392017
Nonlocal low-rank tensor completion for visual data
L Zhang, L Song, B Du, Y Zhang
IEEE transactions on cybernetics 51 (2), 673-685, 2019
2372019
Stagewise unsupervised domain adaptation with adversarial self-training for road segmentation of remote-sensing images
L Zhang, M Lan, J Zhang, D Tao
IEEE Transactions on Geoscience and Remote Sensing 60, 1-13, 2021
2102021
Sparse Transfer Manifold Embedding for Hyperspectral Target Detection
L Zhang, L Zhang, D Tao, X Huang
IEEE Transactions on Geoscience and Remote Sensing 52 (3), 1030-1043, 2014
2012014
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