1.7k citations · 2.6k across the 41 of their papers we have counts for
6 papers · 1 filter
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…
Cross-Modal Similarity Learning : A Low Rank Bilinear Formulation
Cuicui Kang, Shengcai Liao, Yonghao He +4
The cross-media retrieval problem has received much attention in recent years due to the rapid increasing of multimedia data on the Internet. A new approach to the problem has been…
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…
Shared Representation Learning for Heterogeneous Face Recognition
Dong Yi, Zhen Lei, Shengcai Liao +1
After intensive research, heterogenous face recognition is still a challenging problem. The main difficulties are owing to the complex relationship between heterogenous face image…
Person Re-identification by Local Maximal Occurrence Representation and Metric Learning
Shengcai Liao, Yang Hu, Xiangyu Zhu +1
Person re-identification is an important technique towards automatic search of a person's presence in a surveillance video. Two fundamental problems are critical for person re-iden…