Shenghua Gao
Shenghua Gao
Verified email at shanghaitech.edu.cn
TitleCited byYear
PCANet: A simple deep learning baseline for image classification?
TH Chan, K Jia, S Gao, J Lu, Z Zeng, Y Ma
IEEE Transactions on Image Processing 24 (12), 5017-5032, 2015
7112015
Local features are not lonely–Laplacian sparse coding for image classification
S Gao, IWH Tsang, LT Chia, P Zhao
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on …, 2010
472*2010
Kernel sparse representation for image classification and face recognition
S Gao, IWH Tsang, LT Chia
European Conference on Computer Vision, 1-14, 2010
3972010
Single-image crowd counting via multi-column convolutional neural network
Y Zhang, D Zhou, S Chen, S Gao, Y Ma
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
3442016
Laplacian sparse coding, hypergraph laplacian sparse coding, and applications
S Gao, IWH Tsang, LT Chia
IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (1), 92-104, 2013
3152013
Sparse representation with kernels
S Gao, IWH Tsang, LT Chia
IEEE Transactions on Image Processing 22 (2), 423-434, 2013
1952013
Region-based saliency detection and its application in object recognition
Z Ren, S Gao, LT Chia, IWH Tsang
IEEE Transactions on Circuits and Systems for Video Technology 24 (5), 769-779, 2014
1792014
Learning category-specific dictionary and shared dictionary for fine-grained image categorization
S Gao, IWH Tsang, Y Ma
IEEE Transactions on Image Processing 23 (2), 623-634, 2014
1262014
Single sample face recognition via learning deep supervised autoencoders
S Gao, Y Zhang, K Jia, J Lu, Y Zhang
IEEE Transactions on Information Forensics and Security 10 (10), 2108-2118, 2015
1112015
Multi-layer group sparse coding—for concurrent image classification and annotation
S Gao, LT Chia, IWH Tsang
Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on …, 2011
672011
Constructing a nonnegative low-rank and sparse graph with data-adaptive features
L Zhuang, S Gao, J Tang, J Wang, Z Lin, Y Ma, N Yu
IEEE Transactions on Image Processing 24 (11), 3717-3728, 2015
622015
Learning by associating ambiguously labeled images
Z Zeng, S Xiao, K Jia, TH Chan, S Gao, D Xu, Y Ma
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
532013
Neither global nor local: regularized patch-based representation for single sample per person face recognition
S Gao, K Jia, L Zhuang, Y Ma
International Journal of Computer Vision 111 (3), 365-383, 2015
512015
Future frame prediction for anomaly detection–a new baseline
W Liu, W Luo, D Lian, S Gao
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
452018
Progressively parsing interactional objects for fine grained action detection
B Ni, X Yang, S Gao
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
442016
A Revisit of Sparse Coding Based Anomaly Detection in Stacked RNN Framework
W Luo, W Liu, S Gao
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
432017
Regularized feature reconstruction for spatio-temporal saliency detection
Z Ren, S Gao, LT Chia, D Rajan
IEEE Transactions on Image Processing 22 (8), 3120-3132, 2013
432013
Remembering history with convolutional LSTM for anomaly detection
W Luo, W Liu, S Gao
Multimedia and Expo (ICME), 2017 IEEE International Conference on, 439-444, 2017
362017
Discovering joint audio–visual codewords for video event detection
IH Jhuo, G Ye, S Gao, D Liu, YG Jiang, DT Lee, SF Chang
Machine Vision and Applications 25 (1), 33-47, 2014
322014
Concurrent single-label image classification and annotation via efficient multi-layer group sparse coding
S Gao, LT Chia, IWH Tsang, Z Ren
IEEE Transactions on Multimedia 16 (3), 762-771, 2014
312014
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