Image database TID2013: Peculiarities, results and perspectives

作者：

Highlights：

• We have created a new large database.

• This database contains larger number of distorted images and distortion types.

• MOS values for all images are obtained and provided.

• Analysis of correlation between MOS and a wide set of existing metrics is carried out.

• Methodology for determining drawbacks of existing visual quality metrics is described.

摘要

•We have created a new large database.•This database contains larger number of distorted images and distortion types.•MOS values for all images are obtained and provided.•Analysis of correlation between MOS and a wide set of existing metrics is carried out.•Methodology for determining drawbacks of existing visual quality metrics is described.

论文关键词：Image visual quality metrics,Image denoising,Image lossy compression

论文评审过程：Received 3 April 2014, Revised 22 October 2014, Accepted 22 October 2014, Available online 4 November 2014.

论文官网地址：https://doi.org/10.1016/j.image.2014.10.009