Face Identification With Top-Push Constrained Generalized Low-Rank Approximation of Matrices

We present a novel top-push constrained feature learning (TFL) method for face identification. The idea is to learn low-rank approximations from raw intensity face images such that the squared distance between all faces of the same identity should be smaller than that of different identities by a ma...

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Bibliographic Details
Main Authors: Yuanjian Chen, Yanna Zhao, Yunlong He, Fangzhou Xu, Weikuan Jia, Jian Lian, Yuanjie Zheng
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8867920/