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Pramuditha Perera
Pramuditha Perera
AWS AI
Verified email at amazon.com
Title
Cited by
Cited by
Year
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
5932019
Learning deep features for one-class classification
P Perera, VM Patel
IEEE Transactions on Image Processing 28 (11), 5450-5463, 2019
4412019
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
1872020
One-class classification: A survey
P Perera, P Oza, VM Patel
arXiv preprint arXiv:2101.03064, 2021
1422021
Deep transfer learning for multiple class novelty detection
P Perera, VM Patel
Proceedings of the ieee/cvf conference on computer vision and pattern …, 2019
1242019
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
522020
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
512018
Neural network-based image processing
PH Perera, G Swaminathan, V Khare
US Patent 10,467,729, 2019
472019
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
432018
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
432017
Open-set adversarial defense
R Shao, P Perera, PC Yuen, VM Patel
European Conference on Computer Vision, 682-698, 2020
302020
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
252014
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
222022
Dual-minimax probability machines for one-class mobile active authentication
P Perera, VM Patel
2018 IEEE 9th International Conference on Biometrics Theory, Applications …, 2018
222018
Federated generalized face presentation attack detection
R Shao, P Perera, PC Yuen, VM Patel
IEEE Transactions on Neural Networks and Learning Systems, 2022
162022
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
162015
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
152015
Extreme value analysis for mobile active user authentication
P Perera, VM Patel
2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017
142017
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
142016
Towards multiple user active authentication in mobile devices
P Perera, VM Patel
2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017
122017
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