现代电子技术
現代電子技術
현대전자기술
Modern Electronics Technique
2015年
18期
81-88
,共8页
图像质量评价%无参考%自然场景统计特征%变换域
圖像質量評價%無參攷%自然場景統計特徵%變換域
도상질량평개%무삼고%자연장경통계특정%변환역
image quality assessment%no-reference%natural scene statistic%transform domain
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.
圖像質量評價是近幾年圖像處理領域比較熱門的研究課題.目前,許多學者已經提齣瞭各種各樣的無參攷質量評價方法.對無參攷方法進行綜述,詳細介紹BIQI,BLIINDS-Ⅱ,BRISQUE,DESIQUE,DIIVINE,NIQE,SSEQ等無參攷質量評價方法,併在LIVE和TID2008數據庫上進行實驗分析,最後根據分析的結果探討圖像質量評價的髮展方嚮.
도상질량평개시근궤년도상처리영역비교열문적연구과제.목전,허다학자이경제출료각충각양적무삼고질량평개방법.대무삼고방법진행종술,상세개소BIQI,BLIINDS-Ⅱ,BRISQUE,DESIQUE,DIIVINE,NIQE,SSEQ등무삼고질량평개방법,병재LIVE화TID2008수거고상진행실험분석,최후근거분석적결과탐토도상질량평개적발전방향.
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.
