| 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 | 1071 | 2015 |
| 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 | 777 | 2016 |
| 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 | 515 | 2010 |
| Kernel sparse representation for image classification and face recognition S Gao, IWH Tsang, LT Chia European Conference on Computer Vision, 1-14, 2010 | 415 | 2010 |
| 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 | 353 | 2013 |
| 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 | 254 | 2014 |
| Sparse representation with kernels S Gao, IWH Tsang, LT Chia IEEE Transactions on Image Processing 22 (2), 423-434, 2013 | 214 | 2013 |
| 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 | 211 | 2018 |
| CE-Net: Context Encoder Network for 2D Medical Image Segmentation Z Gu, J Cheng, H Fu, K Zhou, H Hao, Y Zhao, T Zhang, S Gao, J Liu IEEE transactions on medical imaging, 2019 | 179 | 2019 |
| 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 | 170 | 2015 |
| 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 | 154 | 2014 |
| 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 | 143 | 2017 |
| 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 | 116 | 2017 |
| Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction Y Xu, Z Piao, S Gao Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 97 | 2018 |
| Face Aging With Identity-Preserved Conditional Generative Adversarial Networks Z Wang, X Tang, W Luo, S Gao Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 89 | 2018 |
| 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 | 84 | 2015 |
| Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation Z Zhang, A Chen, L Xie, J Yu, S Gao arXiv preprint arXiv:1905.12898, 2019 | 76* | 2019 |
| 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 | 75 | 2013 |
| 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 | 74 | 2011 |
| Body Structure Aware Deep Crowd Counting S Huang, X Li, Z Zhang, F Wu, S Gao, R Ji, J Han IEEE Transactions on Image Processing 27 (3), 1049-1059, 2018 | 72 | 2018 |
Liang-Tien ChiaAssociate Professor, School of Computer Engineering, Nanyang Technological UniversityVerified email at ntu.edu.sg
