zhang liangpei
zhang liangpei
Professor, Wuhan University
Adresse e-mail validée de whu.edu.cn - Page d'accueil
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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
8562016
Deep learning in remote sensing: A comprehensive review and list of resources
XX Zhu, D Tuia, L Mou, GS Xia, L Zhang, F Xu, F Fraundorfer
IEEE Geoscience and Remote Sensing Magazine 5 (4), 8-36, 2017
8002017
Transferring deep convolutional neural networks for the scene classification of high-resolution remote sensing imagery
F Hu, GS Xia, J Hu, L Zhang
Remote Sensing 7 (11), 14680-14707, 2015
6932015
AID: A benchmark data set for performance evaluation of aerial scene classification
GS Xia, J Hu, F Hu, B Shi, X Bai, Y Zhong, L Zhang, X Lu
IEEE Transactions on Geoscience and Remote Sensing 55 (7), 3965-3981, 2017
4862017
Hyperspectral image restoration using low-rank matrix recovery
H Zhang, W He, L Zhang, H Shen, Q Yuan
IEEE transactions on geoscience and remote sensing 52 (8), 4729-4743, 2013
4262013
Saliency-guided unsupervised feature learning for scene classification
F Zhang, B Du, L Zhang
IEEE Transactions on Geoscience and Remote Sensing 53 (4), 2175-2184, 2014
3912014
高光谱遥感
张良培
武汉大学出版社, 2005
374*2005
An SVM ensemble approach combining spectral, structural, and semantic features for the classification of high-resolution remotely sensed imagery
X Huang, L Zhang
IEEE transactions on geoscience and remote sensing 51 (1), 257-272, 2012
3682012
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, 2011
3652011
DOTA: A large-scale dataset for object detection in aerial images
GS Xia, X Bai, J Ding, Z Zhu, S Belongie, J Luo, M Datcu, M Pelillo, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
3522018
Hyperspectral image denoising employing a spectral–spatial adaptive total variation model
Q Yuan, L Zhang, H Shen
IEEE Transactions on Geoscience and Remote Sensing 50 (10), 3660-3677, 2012
3482012
A MAP approach for joint motion estimation, segmentation, and super resolution
H Shen, L Zhang, B Huang, P Li
IEEE Transactions on Image processing 16 (2), 479-490, 2007
3052007
Scene classification via a gradient boosting random convolutional network framework
F Zhang, B Du, L Zhang
IEEE Transactions on Geoscience and Remote Sensing 54 (3), 1793-1802, 2015
2722015
Multiple feature learning for hyperspectral image classification
J Li, X Huang, P Gamba, JM Bioucas-Dias, L Zhang, JA Benediktsson, ...
IEEE Transactions on Geoscience and Remote sensing 53 (3), 1592-1606, 2014
2582014
Total-variation-regularized low-rank matrix factorization for hyperspectral image restoration
W He, H Zhang, L Zhang, H Shen
IEEE transactions on geoscience and remote sensing 54 (1), 178-188, 2015
2552015
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, 2012
2532012
Morphological building/shadow index for building extraction from high-resolution imagery over urban areas
X Huang, L Zhang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2011
2532011
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
2492015
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, 2016
2462016
A nonlocal weighted joint sparse representation classification method for hyperspectral imagery
H Zhang, J Li, Y Huang, L Zhang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013
2402013
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