无参考图像质量评价研究现状与前景分析

单月, 刘段, 万晓霞

包装工程(技术栏目) ›› 2022 ›› Issue (13) : 296-304.

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包装工程(技术栏目) ›› 2022 ›› Issue (13) : 296-304. DOI: 10.19554/j.cnki.1001-3563.2022.13.037

无参考图像质量评价研究现状与前景分析

  • 单月, 刘段, 万晓霞
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Current Research Status and Prospect of No-reference Image Quality Assessment

  • SHAN Yue, LIU Duan, WAN Xiao-xia
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摘要

目的 为了进一步掌握无参考图像质量评价的发展过程与研究热点,为后续的相关研究提供参考。方法 使用citespace文献可视化软件对2000—2021年在Web of Science检索到的1 712条文献数据进行基本分析、共被引分析和

Abstract

The work aims to further understand the development process and research hotspots of no-reference image quality assessment and provide reference for subsequent related research. CiteSpace literature visualization software was used to conduct basic analysis, co-citation analysis and Keywordanalysis on 1 712 items of literature retrieved from Web of Science from 2000 to 2021. The development characteristics of no-reference image quality assessment were obtained by analyzing the visualization atlas. The analysis results showed that no-reference image quality assessment was currently in a stage of rapid development, and countries all over the world had made achievements in this field. At present, there were more mature no-reference image assessment algorithms, but there was still a gap in accuracy compared with subjective assessment. In the future, researchers should combine today's artificial intelligence technology to promote the transition from high-speed development to high-quality development of no-reference image quality assessment.

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单月, 刘段, 万晓霞. 无参考图像质量评价研究现状与前景分析[J]. 包装工程(技术栏目). 2022(13): 296-304 https://doi.org/10.19554/j.cnki.1001-3563.2022.13.037
SHAN Yue, LIU Duan, WAN Xiao-xia. Current Research Status and Prospect of No-reference Image Quality Assessment[J]. Packaging Engineering. 2022(13): 296-304 https://doi.org/10.19554/j.cnki.1001-3563.2022.13.037

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