1.7k citations · 1.9k across the 7 of their papers we have counts for
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3 papers · 1 filter
cs.CV2014★ 1.7k cited
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…
cs.CV2014★ 139 cited
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…
cs.CV2014★ 32 cited
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…