No-Reference Video Quality Assessment using MPEG Analysis

Jacob Søgaard, Søren Forchhammer, Jari Korhonen

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Abstract

We present a method for No-Reference (NR) Video Quality Assessment (VQA) for decoded video without access to the bitstream. This is achieved by extracting and pooling features from a NR image quality assessment method used frame by frame. We also present methods to identify the video coding and estimate the video coding parameters for MPEG-2 and H.264/AVC which can be used to improve the VQA. The analysis differs from most other video coding analysis methods since it is without access to the bitstream. The results show that our proposed method is competitive with other recent NR VQA methods for MPEG-2 and H.264/AVC.
Original languageEnglish
Title of host publication2013 Picture Coding Symposium (PCS)
PublisherIEEE
Publication date2013
Pages161-164
ISBN (Print)978-1-4799-0292-7
DOIs
Publication statusPublished - 2013
EventPicture Coding Symposium (PCS 2013) - San Jose, CA, United States
Duration: 8 Dec 201311 Dec 2013
http://www.pcs2013.org/

Conference

ConferencePicture Coding Symposium (PCS 2013)
CountryUnited States
CitySan Jose, CA
Period08/12/201311/12/2013
Internet address

Cite this

Søgaard, J., Forchhammer, S., & Korhonen, J. (2013). No-Reference Video Quality Assessment using MPEG Analysis. In 2013 Picture Coding Symposium (PCS) (pp. 161-164). IEEE. https://doi.org/10.1109/PCS.2013.6737708