Convolutional neural networks for hyperspectral image classification S Yu, S Jia, C Xu
Neurocomputing 219, 88-98, 2017
616 2017 Hyperspectral Unmixing via Sparsity-Constrained Nonnegative Matrix Factorization Y Qian, S Jia, J Zhou, A Robles-Kelly
IEEE Transactions on Geoscience and Remote Sensing 49 (11), 4282-4297, 2011
571 2011 Constrained nonnegative matrix factorization for hyperspectral unmixing S Jia, Y Qian
IEEE Transactions on Geoscience and Remote Sensing 47 (1), 161-173, 2008
451 2008 A novel ranking-based clustering approach for hyperspectral band selection S Jia, G Tang, J Zhu, Q Li
IEEE Transactions on Geoscience and Remote Sensing 54 (1), 88-102, 2015
322 2015 A survey: Deep learning for hyperspectral image classification with few labeled samples S Jia, S Jiang, Z Lin, N Li, M Xu, S Yu
Neurocomputing 448, 179-204, 2021
255 2021 Three-dimensional Gabor wavelets for pixel-based hyperspectral imagery classification L Shen, S Jia
IEEE Transactions on Geoscience and Remote Sensing 49 (12), 5039-5046, 2011
234 2011 Band selection for hyperspectral imagery using affinity propagation Y Qian, F Yao, S Jia
IET Computer Vision 3 (4), 213-222, 2009
226 2009 Unsupervised band selection for hyperspectral imagery classification without manual band removal S Jia, Z Ji, Y Qian, L Shen
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2012
185 2012 Spectral and spatial complexity-based hyperspectral unmixing S Jia, Y Qian
IEEE Transactions on Geoscience and Remote Sensing 45 (12), 3867-3879, 2007
156 2007 Gabor feature-based collaborative representation for hyperspectral imagery classification S Jia, L Shen, Q Li
IEEE Transactions on Geoscience and Remote Sensing 53 (2), 1118-1129, 2014
149 2014 Three-dimensional Gabor feature extraction for hyperspectral imagery classification using a memetic framework Z Zhu, S Jia, S He, Y Sun, Z Ji, L Shen
Information Sciences 298, 274-287, 2015
117 2015 Urban traffic density estimation based on ultrahigh-resolution UAV video and deep neural network J Zhu, K Sun, S Jia, Q Li, X Hou, W Lin, B Liu, G Qiu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
106 2018 A 3-D Gabor phase-based coding and matching framework for hyperspectral imagery classification S Jia, L Shen, J Zhu, Q Li
IEEE transactions on cybernetics 48 (4), 1176-1188, 2017
104 2017 Deep metric learning-based feature embedding for hyperspectral image classification B Deng, S Jia, D Shi
IEEE Transactions on Geoscience and Remote Sensing 58 (2), 1422-1435, 2019
99 2019 Three-dimensional local binary patterns for hyperspectral imagery classification S Jia, J Hu, J Zhu, X Jia, Q Li
IEEE Transactions on Geoscience and Remote Sensing 55 (4), 2399-2413, 2017
93 2017 A semisupervised Siamese network for hyperspectral image classification S Jia, S Jiang, Z Lin, M Xu, W Sun, Q Huang, J Zhu, X Jia
IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2021
91 2021 Spectral–Spatial Hyperspectral Image Classification Using Regularized Low-Rank Representation and Sparse Representation-Based Graph Cuts S Jia, X Zhang, Q Li
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015
91 2015 Towards a memetic feature selection paradigm [application notes] Z Zhu, S Jia, Z Ji
IEEE Computational Intelligence Magazine 5 (2), 41-53, 2010
91 2010 Gabor cube selection based multitask joint sparse representation for hyperspectral image classification S Jia, J Hu, Y Xie, L Shen, X Jia, Q Li
IEEE Transactions on Geoscience and Remote Sensing 54 (6), 3174-3187, 2016
87 2016 Collaborative representation-based multiscale superpixel fusion for hyperspectral image classification S Jia, X Deng, J Zhu, M Xu, J Zhou, X Jia
IEEE Transactions on Geoscience and Remote Sensing 57 (10), 7770-7784, 2019
85 2019