Investigation of the effectiveness of video quality metrics in video pre-processing.

Chilukamari, Jayachandra; Kannangara, Sampath; Maxwell, Grant

Abstract

This paper presents an investigation of the effectiveness of current video quality measurement metrics in measuring variations in perceptual video quality of pre-processed video. The results show that full-reference video quality metrics are not effective in detecting variations in perceptual video quality. However, no reference metrics show better performance when compared to full reference metrics, particularly, Naturalness Image Quality Evaluator (NIQE) is notably better at detecting perceptual quality variations.

Citation

CHILUKAMARI, J., KANNANGARA, S. and MAXWELL, G. 2013. Investigation of the effectiveness of video quality metrics in video pre-processing. In Proceedings of the 3rd IEEE international conference on consumer electronics (ICCE-Berlin 2013), 9-11 September 2013, Berlin, Germany. New York: IEEE [online], article number 6698005. Available from: https://doi.org/10.1109/ICCE-Berlin.2013.6698005

• Presentation Conference Type: Conference Paper (published)
• Conference Name: 3rd IEEE international conference on consumer electronics (ICCE-Berlin 2013)
• Start Date: Sep 9, 2013
• End Date: Sep 11, 2013
• Acceptance Date: Sep 11, 2013
• Online Publication Date: Sep 11, 2013
• Publication Date: Jan 6, 2014
• Deposit Date: Aug 29, 2017
• Publicly Available Date: Aug 29, 2017
• Print ISSN: 2166-6814
• Electronic ISSN: 2166-6822
• Publisher: Institute of Electrical and Electronics Engineers (IEEE)
• Peer Reviewed: Peer Reviewed
• Article Number: 6698005
• Series ISSN: 2166-6822
• ISBN: 9781479914111
• DOI: https://doi.org/10.1109/ICCE-Berlin.2013.6698005
• Keywords: Objective metric; Video; Quality; Preprocessing; Perceptual
• Public URL: http://hdl.handle.net/10059/2478
• Related Public URLs: http://hdl.handle.net/10059/2443 ; http://hdl.handle.net/10059/2477 ; http://hdl.handle.net/10059/2479 ; http://hdl.handle.net/10059/2481
• Contract Date: Aug 29, 2017