Depth perception and motion cue based 3D video quality assessment

Donghyun Kim, Seungchul Ryu, Kwanghoon Sohn

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Abstract

In this paper, we propose a depth perception and motion cue based three-dimensional (3D) video quality assessment (VQA). Depth perception provides the real 3D impression during viewing the 3D video (3DV), and motion cue is also important factor to simulate a Human Visual Systems (HVS) for 3DV. We combine the depth perception and motion cue, and generate a weighting map for 3D VQA. For adjusting contribution of every index in traditional VQA which are unsuitable for 3D VQA, we propose the weighting map based Peak Signal-to-Noise Ratio (PSNR) and Structural SIMilarity (SSIM) to evaluate the quality of 3DV. In experimental results section, the proposed 3D VQA have been validated using both our subjective test scores as well as traditional VQA. Our proposed method yields high correlation with measured Mean Opinion Score (MOS) and consistent performance in an asymmetric coding condition.

Original languageEnglish
Title of host publicationIEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2012 - Final Program
DOIs
Publication statusPublished - 2012 Oct 22
Event2012 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2012 - Seoul, Korea, Republic of
Duration: 2012 Jun 272012 Jun 29

Publication series

NameIEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB
ISSN (Print)2155-5044
ISSN (Electronic)2155-5052

Other

Other2012 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2012
CountryKorea, Republic of
CitySeoul
Period12/6/2712/6/29

All Science Journal Classification (ASJC) codes

  • Communication
  • Media Technology
  • Electrical and Electronic Engineering
  • Human-Computer Interaction
  • Computer Science Applications
  • Computer Networks and Communications
  • Computer Graphics and Computer-Aided Design

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  • Cite this

    Kim, D., Ryu, S., & Sohn, K. (2012). Depth perception and motion cue based 3D video quality assessment. In IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2012 - Final Program [6264272] (IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB). https://doi.org/10.1109/BMSB.2012.6264272