R
Ran He
Researcher at Chinese Academy of Sciences
Publications - 330
Citations - 11787
Ran He is an academic researcher from Chinese Academy of Sciences. The author has contributed to research in topics: Facial recognition system & Computer science. The author has an hindex of 47, co-authored 303 publications receiving 8707 citations. Previous affiliations of Ran He include Dalian University of Technology & Nanyang Technological University.
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LAMP-HQ: A Large-Scale Multi-Pose High-Quality Database and Benchmark for NIR-VIS Face Recognition
TL;DR: In this paper, a spectral conditional attention module was introduced to reduce the domain gap between NIR and VIS data and then improved the performance of NIR-VIS heterogeneous face recognition on various databases including LAMP-HQ.
Book ChapterDOI
Direct sparse nearest feature classifier for face recognition
TL;DR: A new method is presented, which calculates an approximate sparse code to alleviate the extrapolation and interpolation inaccuracy in nearest feature classifier, and a sparse score normalization method is developed to normalize the calculated scores and to achieve a high receiver operator characteristic (ROC) curve.
Proceedings ArticleDOI
Digital recognition from lip texture analysis
Wenkai Dong,Ran He,Shu Zhang +2 more
TL;DR: A deep learning architecture to model the appearance and the spatial-temporal information of lip texture is studied and two strategies are further exploited to find effective groups of ten digitals for training the deep models.
Posted Content
Deep Momentum Uncertainty Hashing
TL;DR: Deep Momentum Uncertainty Hashing (DMUH) as discussed by the authors proposes to model bit-level uncertainty via measuring the discrepancy between the output of a hashing network and that of a momentum-updated network.
Book ChapterDOI
Topology-Invariant Synthesis
TL;DR: In this paper, the authors select several representative topology-invariant synthesis tasks and elaborate their latest progress, including cross-spectral face hallucination, makeup removal and age progression/regression.