| Hyperface: A deep multi-task learning framework for face detection, landmark localization, pose estimation, and gender recognition R Ranjan, VM Patel, R Chellappa IEEE transactions on pattern analysis and machine intelligence 41 (1), 121-135, 2017 | 1538 | 2017 |
| L2 Constrained Softmax Loss for Discriminative Face Verification R Ranjan, C Castillo, R Chellappa US Patent App. 15/938,898, 2018 | 594 | 2018 |
| All-in-one convolutional neural network for face analysis R Ranjan, S Sankaranarayanan, C Castillo, R Chellappa WO Patent App. PCT/US2017/055,948, 2018 | 513 | 2018 |
| Face recognition accuracy of forensic examiners, superrecognizers, and face recognition algorithms PJ Phillips, AN Yates, Y Hu, CA Hahn, E Noyes, K Jackson, JG Cavazos, ... Proceedings of the National Academy of Sciences 115 (24), 6171-6176, 2018 | 400 | 2018 |
| Umdfaces: An annotated face dataset for training deep networks A Bansal, A Nanduri, CD Castillo, R Ranjan, R Chellappa 2017 IEEE international joint conference on biometrics (IJCB), 464-473, 2017 | 278 | 2017 |
| Deep learning for understanding faces: Machines may be just as good, or better, than humans R Ranjan, S Sankaranarayanan, A Bansal, N Bodla, JC Chen, VM Patel, ... IEEE Signal Processing Magazine 35 (1), 66-83, 2018 | 238 | 2018 |
| A deep pyramid deformable part model for face detection R Ranjan, VM Patel, R Chellappa 2015 IEEE 7th international conference on biometrics theory, applications …, 2015 | 218 | 2015 |
| A fast and accurate system for face detection, identification, and verification R Ranjan, A Bansal, J Zheng, H Xu, J Gleason, B Lu, A Nanduri, JC Chen, ... IEEE Transactions on Biometrics, Behavior, and Identity Science 1 (2), 82-96, 2019 | 214 | 2019 |
| The do's and don'ts for cnn-based face verification A Bansal, C Castillo, R Ranjan, R Chellappa Proceedings of the IEEE international conference on computer vision …, 2017 | 129 | 2017 |
| An end-to-end system for unconstrained face verification with deep convolutional neural networks JC Chen, R Ranjan, A Kumar, CH Chen, VM Patel, R Chellappa Proceedings of the IEEE international conference on computer vision …, 2015 | 124 | 2015 |
| A cascaded convolutional neural network for age estimation of unconstrained faces JC Chen, A Kumar, R Ranjan, VM Patel, A Alavi, R Chellappa 2016 IEEE 8th International conference on biometrics theory, applications …, 2016 | 89 | 2016 |
| Crystal loss and quality pooling for unconstrained face verification and recognition R Ranjan, A Bansal, H Xu, S Sankaranarayanan, JC Chen, CD Castillo, ... arXiv preprint arXiv:1804.01159, 2018 | 79 | 2018 |
| An automatic system for unconstrained video-based face recognition J Zheng, R Ranjan, CH Chen, JC Chen, CD Castillo, R Chellappa IEEE Transactions on Biometrics, Behavior, and Identity Science 2 (3), 194-209, 2020 | 78 | 2020 |
| Light-weight head pose invariant gaze tracking R Ranjan, S De Mello, J Kautz Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 73 | 2018 |
| Unconstrained still/video-based face verification with deep convolutional neural networks JC Chen, R Ranjan, S Sankaranarayanan, A Kumar, CH Chen, VM Patel, ... International Journal of Computer Vision 126, 272-291, 2018 | 72 | 2018 |
| Deep convolutional neural networks in the face of caricature MQ Hill, CJ Parde, CD Castillo, YI Colon, R Ranjan, JC Chen, V Blanz, ... Nature Machine Intelligence 1 (11), 522-529, 2019 | 69 | 2019 |
| Unconstrained age estimation with deep convolutional neural networks R Ranjan, S Zhou, J Cheng Chen, A Kumar, A Alavi, VM Patel, ... Proceedings of the IEEE international conference on computer vision …, 2015 | 67 | 2015 |
| A proposal-based solution to spatio-temporal action detection in untrimmed videos J Gleason, R Ranjan, S Schwarcz, C Castillo, JC Chen, R Chellappa 2019 IEEE winter conference on applications of computer vision (WACV), 141-150, 2019 | 48 | 2019 |
| Face alignment by local deep descriptor regression A Kumar, R Ranjan, V Patel, R Chellappa arXiv preprint arXiv:1601.07950, 2016 | 44 | 2016 |
| Unconstrained appearance-based gaze estimation R Ranjan, S De Mello, J Kautz US Patent 11,132,543, 2021 | 41 | 2021 |
Ramalingam ChellappaBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
