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

页码：994 / 997

页数：4

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