Fast structural similarity index algorithm

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.

• Type: Conference
• Year: 2010
• Where: ICASSP
• Authors: Ming-Jun Chen, Alan Conrad Bovik
• Keywords: Algorithms, ICASSP 2010, Image Quality, Real-time Image Quality, Signal Processing