1.7k citations · 5.1k across the 78 of their papers we have counts for
8 papers · 2 filters
Learning Face Representation from Scratch
Dong Yi, Zhen Lei, Shengcai Liao +1
Pushing by big data and deep convolutional neural network (CNN), the performance of face recognition is becoming comparable to human. Using private large scale training datasets, s…
Learn Convolutional Neural Network for Face Anti-Spoofing
Jianwei Yang, Zhen Lei, Stan Z. Li
Though having achieved some progresses, the hand-crafted texture features, e.g., LBP [23], LBP-TOP [11] are still unable to capture the most discriminative cues between genuine and…
A Fast and Accurate Unconstrained Face Detector
Shengcai Liao, Anil K. Jain, Stan Z. Li
We propose a method to address challenges in unconstrained face detection, such as arbitrary pose variations and occlusions. First, a new image feature called Normalized Pixel Diff…
Open-set Person Re-identification
Shengcai Liao, Zhipeng Mo, Jianqing Zhu +2
Person re-identification is becoming a hot research for developing both machine learning algorithms and video surveillance applications. The task of person re-identification is to…
Deep Metric Learning for Practical Person Re-Identification
Dong Yi, Zhen Lei, Stan Z. Li
Various hand-crafted features and metric learning methods prevail in the field of person re-identification. Compared to these methods, this paper proposes a more general way that c…
Aggregate channel features for multi-view face detection
Bin Yang, Junjie Yan, Zhen Lei +1
Face detection has drawn much attention in recent decades since the seminal work by Viola and Jones. While many subsequences have improved the work with more powerful learning algo…