Articles with public access mandates - Yushi ChenLearn more
Not available anywhere: 8
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
Mandates: National Natural Science Foundation of China
Heterogeneous transfer learning for hyperspectral image classification based on convolutional neural network
X He, Y Chen, P Ghamisi
IEEE Transactions on Geoscience and Remote Sensing 58 (5), 3246-3263, 2019
Mandates: National Natural Science Foundation of China
Optimized input for CNN-based hyperspectral image classification using spatial transformer network
X He, Y Chen
IEEE Geoscience and Remote Sensing Letters 16 (12), 1884-1888, 2019
Mandates: National Natural Science Foundation of China
Transferring CNN ensemble for hyperspectral image classification
X He, Y Chen
IEEE Geoscience and Remote Sensing Letters 18 (5), 876-880, 2020
Mandates: National Natural Science Foundation of China
LiDAR data classification using spatial transformation and CNN
X He, A Wang, P Ghamisi, G Li, Y Chen
IEEE Geoscience and Remote Sensing Letters 16 (1), 125-129, 2018
Mandates: National Natural Science Foundation of China, Helmholtz Association
Vehicle detection in high-resolution images using superpixel segmentation and CNN iteration strategy
D Wu, Y Zhang, Y Chen, S Zhong
IEEE Geoscience and Remote Sensing Letters 16 (1), 105-109, 2018
Mandates: National Natural Science Foundation of China
LiDAR data classification based on automatic designed CNN
H Xie, Y Chen
IEEE Geoscience and Remote Sensing Letters 18 (9), 1665-1669, 2020
Mandates: National Natural Science Foundation of China
3D sparse coding based denoising of hyperspectral images
D Wu, Y Zhang, Y Chen
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
Mandates: National Natural Science Foundation of China
Available somewhere: 28
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
Mandates: National Natural Science Foundation of China
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
Mandates: National Natural Science Foundation of China
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
Mandates: National Natural Science Foundation of China
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
Mandates: National Natural Science Foundation of China
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
Mandates: National Natural Science Foundation of China
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
Mandates: Helmholtz Association
Spatial-spectral transformer for hyperspectral image classification
X He, Y Chen, Z Lin
Remote Sensing 13 (3), 498, 2021
Mandates: National Natural Science Foundation of China
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
Mandates: National Natural Science Foundation of China
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
Mandates: A*Star, Singapore
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
Mandates: National Natural Science Foundation of China
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
Mandates: Helmholtz Association
Deep learning ensemble for hyperspectral image classification
Y Chen, Y Wang, Y Gu, X He, P Ghamisi, X Jia
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
Mandates: National Natural Science Foundation of China, Helmholtz Association
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