<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>The assessment of image compression result can not only evaluate the quality of image compression results and to a certain extent, can also find the advantages and drawbacks of various compression methods. At the same time, it can provide a reference for the compressed image restoration. Firstly, the classification and shortages of image quality assessment methods are presented. Then, several objective assessment methods usually used for image compression quality are introduced and the recent research progresses are shown. Finally, in view of the shortages of traditional image assessment methods and the existing blind assessment methods, based on image invariance, we propose a blind assessment method of image compression quality by considering the edge detail recovery and artifact removing. Compared with the traditional blind assessment methods, our method is simple in form and evaluation system is easily implemented. The experimental results also show that it is reasonable and effective.</p>
</abstract>

The assessment of image compression result can not only evaluate the quality of image compression results and to a certain extent, can also find the advantages and drawbacks of various compression methods. At the same time, it can provide a reference for the compressed image restoration. Firstly, the classification and shortages of image quality assessment methods are presented. Then, several objective assessment methods usually used for image compression quality are introduced and the recent research progresses are shown. Finally, in view of the shortages of traditional image assessment methods and the existing blind assessment methods, based on image invariance, we propose a blind assessment method of image compression quality by considering the edge detail recovery and artifact removing. Compared with the traditional blind assessment methods, our method is simple in form and evaluation system is easily implemented. The experimental results also show that it is reasonable and effective.

A Blind Assessment Method of Image Compression Quality Based on Image Variance

International Journal on Smart Sensing and Intelligent Systems

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

{"article-title":"A Blind Assessment Method of Image Compression Quality Based on Image Variance"}

The assessment of image compression result can not only evaluate the quality of image compression results and to a certain extent, can also find the advantages...

A Blind Assessment Method of Image Compression Quality Based on Image Variance

Published Online: Dec 01, 2016

Page range: 2131 - 2148

Received: Jul 29, 2015

Accepted: Jan 18, 2016

DOI: https://doi.org/10.21307/ijssis-2017-956

Keywords
Image compression, quality assessment, objective assessment, blind assessment, image variance

© 2016 Qun Zhou et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

A Blind Assessment Method of Image Compression Quality Based on Image Variance

Published Online: Dec 01, 2016

Page range: 2131 - 2148

Received: Jul 29, 2015

Accepted: Jan 18, 2016

DOI: https://doi.org/10.21307/ijssis-2017-956

KeywordsImage compression, quality assessment, objective assessment, blind assessment, image variance

© 2016 Qun Zhou et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Keywords
Image compression, quality assessment, objective assessment, blind assessment, image variance