Face recognition based on the fusion of global and local HOG features of face images

Histogram of oriented gradients (HOG) descriptor was initially applied to human detection and achieved great success. In recent years, HOG descriptor has also been applied to face recognition. However, comparing with other sophisticated feature descriptors such as LBP, Gabor and so on, there are sti...

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Bibliographic Details
Main Authors: Hengliang Tan, Bing Yang, Zhengming Ma
Format: Article
Language:English
Published: Wiley 2014-06-01
Series:IET Computer Vision
Subjects:
Online Access:https://doi.org/10.1049/iet-cvi.2012.0302