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 | 2711 | 2014 |
Deep feature fusion for VHR remote sensing scene classification S Chaib, H Liu, Y Gu, H Yao IEEE Transactions on Geoscience and Remote Sensing 55 (8), 4775-4784, 2017 | 456 | 2017 |
Nonlinear multiple kernel learning with multiple-structure-element extended morphological profiles for hyperspectral image classification Y Gu, T Liu, X Jia, JA Benediktsson, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 54 (6), 3235-3247, 2016 | 237 | 2016 |
Multiple kernel learning for hyperspectral image classification: A review Y Gu, J Chanussot, X Jia, JA Benediktsson IEEE Transactions on Geoscience and Remote Sensing 55 (11), 6547-6565, 2017 | 229 | 2017 |
Representative multiple kernel learning for classification in hyperspectral imagery Y Gu, C Wang, D You, Y Zhang, S Wang, Y Zhang IEEE Transactions on Geoscience and Remote Sensing 50 (7), 2852-2865, 2012 | 207 | 2012 |
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 | 203 | 2017 |
A kernel-based nonparametric regression method for clutter removal in infrared small-target detection applications Y Gu, C Wang, B Liu, Y Zhang IEEE Geoscience and Remote Sensing Letters 7 (3), 469-473, 2010 | 198 | 2010 |
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 | 144 | 2019 |
Recent developments and trends in point set registration methods B Maiseli, Y Gu, H Gao Journal of Visual Communication and Image Representation 46, 95-106, 2017 | 136 | 2017 |
A selective KPCA algorithm based on high-order statistics for anomaly detection in hyperspectral imagery Y Gu, Y Liu, Y Zhang IEEE Geoscience and Remote Sensing Letters 5 (1), 43-47, 2008 | 131 | 2008 |
Integration of spatial–spectral information for resolution enhancement in hyperspectral images Y Gu, Y Zhang, J Zhang IEEE transactions on geoscience and remote sensing 46 (5), 1347-1358, 2008 | 123 | 2008 |
Discriminative multiple kernel learning for hyperspectral image classification Q Wang, Y Gu, D Tuia IEEE Transactions on Geoscience and Remote Sensing 54 (7), 3912-3927, 2016 | 116 | 2016 |
A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification Y Gu, Q Wang, X Jia, JA Benediktsson IEEE Transaction on Geoscience and Remote Sensing 53 (10), 5312-5326, 2015 | 114 | 2015 |
Tensor matched subspace detector for hyperspectral target detection Y Liu, G Gao, Y Gu IEEE Transactions on Geoscience and Remote Sensing 55 (4), 1967-1974, 2016 | 91 | 2016 |
Superpixel-based intrinsic image decomposition of hyperspectral images X Jin, Y Gu IEEE Transactions on Geoscience and Remote Sensing 55 (8), 4285-4295, 2017 | 70 | 2017 |
Multimodal hyperspectral remote sensing: An overview and perspective Y Gu, T Liu, G Gao, G Ren, Y Ma, J Chanussot, X Jia Science China Information Sciences 64, 1-24, 2021 | 67 | 2021 |
Multiple kernel learning via low-rank nonnegative matrix factorization for classification of hyperspectral imagery Y Gu, Q Wang, H Wang, D You, Y Zhang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014 | 66 | 2014 |
Class-specific sparse multiple kernel learning for spectral–spatial hyperspectral image classification T Liu, Y Gu, X Jia, JA Benediktsson, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 54 (12), 7351-7365, 2016 | 64 | 2016 |
Optimized Laplacian SVM With Distance Metric Learning for Hyperspectral Image Classification Y Gu, K Feng IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE …, 2013 | 62 | 2013 |
Region-enhanced convolutional neural network for object detection in remote sensing images J Lei, X Luo, L Fang, M Wang, Y Gu IEEE Transactions on Geoscience and Remote Sensing 58 (8), 5693-5702, 2020 | 52 | 2020 |