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Yuxiao Hu
Researcher at Microsoft
Publications - 53
Citations - 8213
Yuxiao Hu is an academic researcher from Microsoft. The author has contributed to research in topics: Facial recognition system & Face (geometry). The author has an hindex of 28, co-authored 50 publications receiving 7369 citations. Previous affiliations of Yuxiao Hu include University of Illinois at Urbana–Champaign.
Papers
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Journal ArticleDOI
Face recognition using Laplacianfaces
TL;DR: Experimental results suggest that the proposed Laplacianface approach provides a better representation and achieves lower error rates in face recognition.
Book ChapterDOI
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition
TL;DR: In this article, the authors proposed a benchmark task to recognize one million celebrities from their face images, by using all the possibly collected face images of this individual on the web as training data.
Posted Content
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition
TL;DR: A benchmark task to recognize one million celebrities from their face images, by using all the possibly collected face images of this individual on the web as training data, which could lead to one of the largest classification problems in computer vision.
Proceedings ArticleDOI
Learning a Spatially Smooth Subspace for Face Recognition
TL;DR: This paper introduces a regularized subspace learning model using a Laplacian penalty to constrain the coefficients to be spatially smooth and shows results on face recognition which are better for image representation than their original version.
Journal ArticleDOI
Efficient 3D reconstruction for face recognition
TL;DR: An efficient two-dimensional-to-three-dimensional integrated face reconstruction approach is introduced to reconstruct a personalized 3D face model from a single frontal face image with neutral expression and normal illumination and the synthesized virtual faces significantly improve the accuracy of face recognition with changing PIE.