无参考图像质量评价

摘要

Image quality assessment is a hot research topic in the field of image processing in recent years. Many scholars have proposed a variety of non-reference image quality evaluation methods. Some non-reference image quality assessment algo-rithms are summarized in this paper,such as BIQI,BLIINDS-II,BRISQUE,DESIQUE,DIIVINE,NIQE and SSEQ. They were tested and analyzed on LIVE and TID2008 database. The development direction for image quality assessment is discussed in this paper according to the analysis results.%图像质量评价是近几年图像处理领域比较热门的研究课题.目前,许多学者已经提出了各种各样的无参考质量评价方法.对无参考方法进行综述,详细介绍BIQI,BLIINDS-Ⅱ,BRISQUE,DESIQUE,DIIVINE,NIQE,SSEQ等无参考质量评价方法,并在LIVE和TID2008数据库上进行实验分析,最后根据分析的结果探讨图像质量评价的发展方向.