| Ocgan: One-class novelty detection using gans with constrained latent representations P Perera, R Nallapati, B Xiang Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019 | 486 | 2019 |
| Learning deep features for one-class classification P Perera, VM Patel IEEE Transactions on Image Processing 28 (11), 5450-5463, 2019 | 391 | 2019 |
| Generative-discriminative feature representations for open-set recognition P Perera, VI Morariu, R Jain, V Manjunatha, C Wigington, V Ordonez, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 142 | 2020 |
| Deep transfer learning for multiple class novelty detection P Perera, VM Patel Proceedings of the ieee/cvf conference on computer vision and pattern …, 2019 | 111 | 2019 |
| One-class classification: A survey P Perera, P Oza, VM Patel arXiv preprint arXiv:2101.03064, 2021 | 96 | 2021 |
| Anomaly detection-based unknown face presentation attack detection Y Baweja, P Oza, P Perera, VM Patel 2020 IEEE International Joint Conference on Biometrics (IJCB), 1-9, 2020 | 45 | 2020 |
| Face-based multiple user active authentication on mobile devices P Perera, VM Patel IEEE Transactions on Information Forensics and Security 14 (5), 1240-1250, 2018 | 44 | 2018 |
| Efficient and low latency detection of intruders in mobile active authentication P Perera, VM Patel IEEE Transactions on Information Forensics and Security 13 (6), 1392-1405, 2017 | 43 | 2017 |
| In2i: Unsupervised multi-image-to-image translation using generative adversarial networks P Perera, M Abavisani, VM Patel 2018 24th International Conference on Pattern Recognition (ICPR), 140-146, 2018 | 41 | 2018 |
| Neural network-based image processing PH Perera, G Swaminathan, V Khare US Patent 10,467,729, 2019 | 40 | 2019 |
| Open-set adversarial defense R Shao, P Perera, PC Yuen, VM Patel European Conference on Computer Vision, 682-698, 2020 | 26 | 2020 |
| Object identification, enhancement and tracking under dynamic background conditions WSK Fernando, H Herath, PH Perera, MPB Ekanayake, G Godaliyadda, ... 7th International Conference on Information and Automation for …, 2014 | 25 | 2014 |
| Dual-minimax probability machines for one-class mobile active authentication P Perera, VM Patel 2018 IEEE 9th International Conference on Biometrics Theory, Applications …, 2018 | 21 | 2018 |
| Individual power profile estimation of residential appliances using low frequency smart meter data H Dinesh, PH Perera, G Godaliyadda, MPB Ekanayake, JB Ekanayake 2015 IEEE 10th International Conference on Industrial and Information …, 2015 | 16 | 2015 |
| Residential appliance monitoring based on low frequency smart meter measurements H Dinesh, PH Perera, G Godaliyadda, MPB Ekanayake, JB Ekanayake 2015 IEEE international conference on smart grid communications …, 2015 | 14 | 2015 |
| Open-set adversarial defense with clean-adversarial mutual learning R Shao, P Perera, PC Yuen, VM Patel International Journal of Computer Vision 130 (4), 1070-1087, 2022 | 13 | 2022 |
| Extreme value analysis for mobile active user authentication P Perera, VM Patel 2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017 | 13 | 2017 |
| Towards multiple user active authentication in mobile devices P Perera, VM Patel 2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017 | 12 | 2017 |
| Non-intrusive load monitoring based on low frequency active power measurements C Dinesh, RI Godaliyadda, MPB Ekanayake, J Ekanayake, P Perera AIMS Energy 4 (3), 414-443, 2016 | 12 | 2016 |
| Federated generalized face presentation attack detection R Shao, P Perera, PC Yuen, VM Patel IEEE Transactions on Neural Networks and Learning Systems, 2022 | 11 | 2022 |
Vishal M. PatelAssociate Professor, ECE, Johns Hopkins UniversityVerified email at jhu.edu
