| Multi-View Automatic Target Recognition using Joint Sparse Representation H Zhang, NM Nasrabadi, Y Zhang, TS Huang Aerospace and Electronic Systems, IEEE Transactions on 48 (3), 2481-2497, 2012 | 196 | 2012 |
| Close the loop: Joint blind image restoration and recognition with sparse representation prior H Zhang, J Yang, Y Zhang, NM Nasrabadi, TS Huang 2011 International Conference on Computer Vision, 770-777, 2011 | 182 | 2011 |
| Multi-Image Blind Deblurring Using a Coupled Adaptive Sparse Prior H Zhang, D Wipf, Y Zhang CVPR, 2013 | 143 | 2013 |
| Sparse representation based blind image deblurring H Zhang, J Yang, Y Zhang, TS Huang IEEE, 2011 | 117* | 2011 |
| Non-local kernel regression for image and video restoration H Zhang, J Yang, Y Zhang, T Huang Computer Vision–ECCV 2010, 566-579, 2010 | 117 | 2010 |
| Joint dynamic sparse representation for multi-view face recognition H Zhang, NM Nasrabadi, Y Zhang, TS Huang Pattern Recognition 45 (4), 1290-1298, 2012 | 107 | 2012 |
| Revisiting Bayesian blind deconvolution D Wipf, H Zhang Journal of Machine Learning Research (JMLR), 2014 | 100 | 2014 |
| Pose-robust face recognition via sparse representation H Zhang, Y Zhang, TS Huang Pattern Recognition 46 (5), 1511-1521, 2013 | 88 | 2013 |
| Image and video restorations via nonlocal kernel regression H Zhang, J Yang, Y Zhang, TS Huang IEEE Transactions on cybernetics 43 (3), 1035-1046, 2013 | 80 | 2013 |
| Simultaneous discriminative projection and dictionary learning for sparse representation based classification H Zhang, Y Zhang, TS Huang Pattern Recognition 46 (1), 346-354, 2013 | 77 | 2013 |
| Generative Bayesian image super resolution with natural image prior H Zhang, Y Zhang, H Li, TS Huang IEEE Transactions on Image processing 21 (9), 4054-4067, 2012 | 74 | 2012 |
| Adversarial text generation via feature-mover's distance L Chen, S Dai, C Tao, D Shen, Z Gan, H Zhang, Y Zhang, L Carin arXiv preprint arXiv:1809.06297, 2018 | 69 | 2018 |
| Multi-observation visual recognition via joint dynamic sparse representation H Zhang, NM Nasrabadi, Y Zhang, TS Huang 2011 International Conference on Computer Vision, 595-602, 2011 | 55 | 2011 |
| Defense Against Adversarial Attacks Using Feature Scattering-based Adversarial Training H Zhang, J Wang NeurIPS 2019, 2019 | 53 | 2019 |
| Multi-observation blind deconvolution with an adaptive sparse prior H Zhang, D Wipf, Y Zhang IEEE transactions on pattern analysis and machine intelligence 36 (8), 1628-1643, 2014 | 52 | 2014 |
| Efficient sparse representation based image super resolution via dual dictionary learning H Zhang, Y Zhang, TS Huang 2011 IEEE International Conference on Multimedia and Expo, 1-6, 2011 | 51* | 2011 |
| Multi-shot imaging: joint alignment, deblurring and resolution-enhancement H Zhang, L Carin Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014 | 44 | 2014 |
| Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty H Zhang, D Wipf NIPS, 2013 | 41 | 2013 |
| Interactive grounded language acquisition and generalization in a 2d world H Yu, H Zhang, W Xu ICLR, 2018 | 39 | 2018 |
| Bilateral Adversarial Training: Towards Fast Training of More Robust Models Against Adversarial Attacks J Wang, H Zhang ICCV 2019, 2019 | 32 | 2019 |
Thomas S. HuangUniversity of Illinois, Urbana-ChampaignVerified email at ifp.uiuc.edu
