MMPCANet: An Improved PCANet for Occluded Face Recognition

MMPCANet: An Improved PCANet for Occluded Face Recognition

Principal Component Analysis Network (PCANet) is a lightweight deep learning network, which is fast and effective in face recognition. However, the accuracy of faces with occlusion does not meet the optimal requirement for two reasons: 1. PCANet needs to stretch the two-dimensional images into colum...

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Bibliographic Details
Main Authors: Zewei Wang, Yongjun Zhang, Chengchang Pan, Zhongwei Cui
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Applied Sciences
Subjects:
PCANet
face recognition
occluded face
MMPCANet
deep learning
Online Access:https://www.mdpi.com/2076-3417/12/6/3144

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