Lightweight face image restoration algorithm based on multi-scale feature fusion

Lightweight face image restoration algorithm based on multi-scale feature fusion

Aiming at the problems of poor quality of restored images and large number of model parameters in the current occluded face image restoration, a lightweight face image restoration model based on multi-scale feature fusion with improved U-Net, LM-UNET, was proposed. Firstly, the original convolution...

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Bibliographic Details
Main Authors: ZHAO Xiao, ZHAO Ziyi, YANG Chen
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2024-08-01
Series:Dianxin kexue
Subjects:
image restoration
face image
depthwise separable convolution
multi-scale feature attention fusion
positional attention
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2024183/
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http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2024183/

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