Yushi Chen
Yushi Chen
Verified email at hit.edu.cn - Homepage
Title
Cited by
Cited by
Year
Deep learning-based classification of hyperspectral data
Y Chen, Z Lin, X Zhao, G Wang, Y Gu
IEEE Journal of Selected topics in applied earth observations and remote …, 2014
11042014
Deep feature extraction and classification of hyperspectral images based on convolutional neural networks
Y Chen, H Jiang, C Li, X Jia, P Ghamisi
IEEE Transactions on Geoscience and Remote Sensing 54 (10), 6232-6251, 2016
8612016
Spectral–spatial classification of hyperspectral data based on deep belief network
Y Chen, X Zhao, X Jia
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015
5952015
Advanced spectral classifiers for hyperspectral images: A review
P Ghamisi, J Plaza, Y Chen, J Li, AJ Plaza
IEEE Geoscience and Remote Sensing Magazine 5 (1), 8-32, 2017
2122017
Generative adversarial networks for hyperspectral image classification
L Zhu, Y Chen, P Ghamisi, JA Benediktsson
IEEE Transactions on Geoscience and Remote Sensing 56 (9), 5046-5063, 2018
1242018
Convolutional recurrent neural networks: Learning spatial dependencies for image representation
Z Zuo, B Shuai, G Wang, X Liu, X Wang, B Wang, Y Chen
Proceedings of the IEEE conference on computer vision and pattern …, 2015
1152015
A self-improving convolution neural network for the classification of hyperspectral data
P Ghamisi, Y Chen, XX Zhu
IEEE Geoscience and Remote Sensing Letters 13 (10), 1537-1541, 2016
802016
Deep learning for hyperspectral image classification: An overview
S Li, W Song, L Fang, Y Chen, P Ghamisi, JA Benediktsson
IEEE Transactions on Geoscience and Remote Sensing 57 (9), 6690-6709, 2019
772019
Spectral-spatial classification of hyperspectral image using autoencoders
Z Lin, Y Chen, X Zhao, G Wang
2013 9th International Conference on Information, Communications & Signal …, 2013
752013
New frontiers in spectral-spatial hyperspectral image classification: The latest advances based on mathematical morphology, Markov random fields, segmentation, sparse …
P Ghamisi, E Maggiori, S Li, R Souza, Y Tarablaka, G Moser, A De Giorgi, ...
IEEE geoscience and remote sensing magazine 6 (3), 10-43, 2018
722018
Hyperspectral images classification with Gabor filtering and convolutional neural network
Y Chen, L Zhu, P Ghamisi, X Jia, G Li, L Tang
IEEE Geoscience and Remote Sensing Letters 14 (12), 2355-2359, 2017
612017
Learning contextual dependence with convolutional hierarchical recurrent neural networks
Z Zuo, B Shuai, G Wang, X Liu, X Wang, B Wang, Y Chen
IEEE Transactions on Image Processing 25 (7), 2983-2996, 2016
512016
Deep fusion of remote sensing data for accurate classification
Y Chen, C Li, P Ghamisi, X Jia, Y Gu
IEEE Geoscience and Remote Sensing Letters 14 (8), 1253-1257, 2017
462017
Optimizing subspace SVM ensemble for hyperspectral imagery classification
Y Chen, X Zhao, Z Lin
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
412014
Combining component substitution and multiresolution analysis: A novel generalized BDSD pansharpening algorithm
S Zhong, Y Zhang, Y Chen, D Wu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017
282017
Deep convolutional capsule network for hyperspectral image spectral and spectral-spatial classification
K Zhu, Y Chen, P Ghamisi, X Jia, JA Benediktsson
Remote Sensing 11 (3), 223, 2019
192019
Automatic design of convolutional neural network for hyperspectral image classification
Y Chen, K Zhu, L Zhu, X He, P Ghamisi, JA Benediktsson
IEEE Transactions on Geoscience and Remote Sensing 57 (9), 7048-7066, 2019
162019
A BOI-preserving-based compression method for hyperspectral images
H Chen, Y Zhang, J Zhang, Y Chen
IEEE transactions on geoscience and remote sensing 48 (11), 3913-3923, 2010
162010
LiDAR data classification using morphological profiles and convolutional neural networks
A Wang, X He, P Ghamisi, Y Chen
IEEE Geoscience and Remote Sensing Letters 15 (5), 774-778, 2018
142018
Hyperspectral data clustering based on density analysis ensemble
Y Chen, S Ma, X Chen, P Ghamisi
Remote Sensing Letters 8 (2), 194-203, 2017
142017
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Articles 1–20