Pengfei Dou
Pengfei Dou
Senior Machine Learning Engineer @ Apple Inc.
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End-to-end 3D face reconstruction with deep neural networks
P Dou, SK Shah, IA Kakadiaris
proceedings of the IEEE conference on computer vision and pattern …, 2017
Evaluation of a 3D-aided pose invariant 2D face recognition system
X Xu, HA Le, P Dou, Y Wu, IA Kakadiaris
2017 IEEE International Joint Conference on Biometrics (IJCB), 446-455, 2017
Robust 3D face shape reconstruction from single images via two-fold coupled structure learning
P Dou, Y Wu, SK Shah, IA Kakadiaris
Proc. British Machine Vision Conference, 1-13, 2014
Multi-View 3D Face Reconstruction with Deep Recurrent Neural Networks
P Dou, IA Kakadiaris
International Joint Conference on Biometrics, 2017
Pose-robust face signature for multi-view face recognition
P Dou, L Zhang, Y Wu, SK Shah, IA Kakadiaris
2015 IEEE 7th International Conference on Biometrics Theory, Applications …, 2015
Monocular 3D facial shape reconstruction from a single 2D image with coupled-dictionary learning and sparse coding
P Dou, Y Wu, SK Shah, IA Kakadiaris
Pattern Recognition 81, 515-527, 2018
Benchmarking 3D pose estimation for face recognition
P Dou, Y Wu, SK Shah, IA Kakadiaris
2014 22nd International Conference on Pattern Recognition, 190-195, 2014
3d face reconstruction from volumes of videos using a mapreduce framework
W Gao, X Zhao, Z Gao, J Zou, P Dou, IA Kakadiaris
IEEE Access 7, 165559-165570, 2019
Patch-based face recognition using a hierarchical multi-label matcher
L Zhang, P Dou, IA Kakadiaris
Image and Vision Computing 73, 28-39, 2018
Hierarchical multi-label framework for robust face recognition
L Zhang, P Dou, SK Shah, IA Kakadiaris
2015 International Conference on Biometrics (ICB), 127-134, 2015
When 3d-aided 2d face recognition meets deep learning: An extended UR2D for pose-invariant face recognition
X Xu, P Dou, HA Le, IA Kakadiaris
arXiv preprint arXiv:1709.06532, 2017
A Face Recognition Signature Combining Patch-based Features with Soft Facial Attributes
L Zhang, P Dou, IA Kakadiaris
arXiv preprint arXiv:1803.09359, 2018
A new cellular automata model for joint operation of railway traffic
P Dou, H Wang
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