Sotabase

Career

· Bloomberg Distinguished Professor, The Johns Hopkins University2020–
· Professor, Univ. of Maryland, College Park (Current)2020–
· Doctor of Philosophy (Ph.D.), Electrical Engineering, Purdue University1977–1981

Publications (1095)

Face recognition: A literature survey
CSUR · 2003
7,362
cited
Human and machine recognition of faces: a survey
Proceedings of the IEEE · 1995
3,040
cited
Soft-NMS — Improving Object Detection with One Line of Code
IEEE International Conference on Computer Vision · 2017
1,993
cited
Machine Recognition of Human Activities: A Survey
IEEE transactions on circuits and systems for video technology (Print) · 2008
1,522
cited
Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group
2014 IEEE Conference on Computer Vision and Pattern Recognition · 2014
1,452
cited
HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019
1,272
cited
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models
International Conference on Learning Representations · 2018
1,239
cited
A Method for Enforcing Integrability in Shape from Shading Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1988
1,131
cited
Domain adaptation for object recognition: An unsupervised approach
Vision · 2011
1,112
cited
Entropy rate superpixel segmentation
Computer Vision and Pattern Recognition · 2011
1,020
cited
Discriminant analysis of principal components for face recognition
Proceedings Third IEEE International Conference on Automatic Face and Gesture Recognition · 1998
917
cited
Visual Domain Adaptation: A survey of recent advances
IEEE Signal Processing Magazine · 2015
871
cited
Frontal to profile face verification in the wild
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2016
796
cited
MetaReg: Towards Domain Generalization using Meta-Regularization
Neural Information Processing Systems · 2018
763
cited
Visual tracking and recognition using appearance-adaptive models in particle filters
IEEE Transactions on Image Processing · 2004
743
cited
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
675
cited
Identification of humans using gait
IEEE Transactions on Image Processing · 2004
641
cited
Learning Without Memorizing
Computer Vision and Pattern Recognition · 2018
551
cited
Classification of textures using Gaussian Markov random fields
IEEE Transactions on Acoustics Speech and Signal Processing · 1985
546
cited
Estimation of Object Motion Parameters from Noisy Images
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1986
539
cited
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