现代计算机2024,Vol.30Issue(24) :205-209.DOI:10.3969/j.issn.1007-1423.2024.24.041

基于变分自编码器的人脸照片折痕修复软件

Face photo crease repair software based on variational autoencoder

喻启群 陈毅铧 孙容海
现代计算机2024,Vol.30Issue(24) :205-209.DOI:10.3969/j.issn.1007-1423.2024.24.041

基于变分自编码器的人脸照片折痕修复软件

Face photo crease repair software based on variational autoencoder

喻启群 1陈毅铧 1孙容海1
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作者信息

  • 1. 广西师范大学计算机科学与工程学院,桂林 541004
  • 折叠

摘要

照片在恶劣的环境条件下会出现瑕疵,导致照片内容永久受损.然而,随着相机和扫描仪的普及,人们现在可以将照片数字化,并通过计算机进行修复.为了满足用户对修复含有人脸的照片折痕的应用需求,采用变分自编码器技术设计并开发出一款人脸照片折痕修复软件.该软件是在PyCharm开发环境下使用Python语言设计并实现,具有对单张或批量的含有人脸的折痕照片进行折痕修复的功能.经测试,软件运行稳定,各项功能操作简单方便.

Abstract

Photographs can be flawed in harsh environmental conditions,resulting in permanent damage to the content of the photo.However,with the popularity of cameras and scanners,people can now digitize their photos and fix them through a computer.In order to meet the user's application requirements for repairing photo creases containing faces,a face photo crease repair soft-ware was designed and developed by using variational autoencoder technology.The software is designed and implemented in the PyCharm development environment using Python language,and has the function of crease repair for single or batch of crease photos containing faces.After testing,the software runs stably,and the functions are simple and convenient to operate.

关键词

图像处理/变分自编码器/人脸修复

Key words

image processing/variational autoencoder/face retouching

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出版年

2024
现代计算机
中大控股

现代计算机

影响因子:0.292
ISSN:1007-1423
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