FAST STRUCTURAL SIMILARITY INDEX ALGORITHM

被引：14
|
作者：
Chen, Ming-Jun [1 ]
Bovik, Alan C. [1 ]
机构：
[1] Univ Texas Austin, LIVE, Austin, TX 78712 USA
来源：
2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING | 2010年
关键词：
Real time; MS SSIM;
D O I：
10.1109/ICASSP.2010.5495310
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
The development of real-time image quality assessment algorithms is an important direction on which little research has focused. This paper presents a design of real-time implementable full-reference image quality algorithms based on the SSIM index [2] and multi-scale SSIM (MS-SSIM) index [3]. The proposed algorithms, which modify SSIM/MS-SSIM to achieve speed, are tested on the LIVE image quality database [13] and shown to yield performance commensurate with SSIM and MS-SSIM but with much lower computational complexity.
引用
收藏
页码：994 / 997
页数：4
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