No-reference artifacts measurements based video quality metric

作者:

Highlights:

• We made new no-reference VQA metric called AMB-VQM, which achieves high performance.

• We made FERIT-RTRK-2 video database with 486 signals and their subjective scores.

• We made new user-friendly subjective VQA tool with graphical user interface.

• We performed the comparison for 9 objective quality metrics on 4 different databases.

• AMB-VQM outperforms most of the analyzed popular and often used video quality metrics.

摘要

•We made new no-reference VQA metric called AMB-VQM, which achieves high performance.•We made FERIT-RTRK-2 video database with 486 signals and their subjective scores.•We made new user-friendly subjective VQA tool with graphical user interface.•We performed the comparison for 9 objective quality metrics on 4 different databases.•AMB-VQM outperforms most of the analyzed popular and often used video quality metrics.

论文关键词:AMB-VQM,Video quality assessment,No-reference,Video artifacts,Video quality database

论文评审过程:Received 22 October 2018, Revised 9 May 2019, Accepted 18 July 2019, Available online 23 July 2019, Version of Record 1 August 2019.

论文官网地址:https://doi.org/10.1016/j.image.2019.07.015