3D image quality index using SDP-based binocular perception model

Hyunsuk Ko, Chang-Su Kim, Seo Young Choi, C. C Jay Kuo

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

9 Citations (Scopus)

Abstract

A novel quality index for stereoscopic image pairs is proposed in this work. First, we introduce a parameter called the structural distortion parameter (SDP), which varies according to different distortion types. Then, we use the SDP as a control parameter in a binocular perception model, and apply it into three components of SSIM to obtain an overall quality index. In the proposed framework, the binocular model accommodates distortion types and distortion degrees and, therefore, offers robust quality assessment results for both symmetric and asymmetric distortions. It is shown by experimental results that the proposed index outperforms several existing 3D image quality index methods.

Original languageEnglish
Title of host publication2013 IEEE 11th IVMSP Workshop
Subtitle of host publication3D Image/Video Technologies and Applications, IVMSP 2013 - Proceedings
DOIs
Publication statusPublished - 2013
Event2013 IEEE 11th Workshop on 3D Image/Video Technologies and Applications, IVMSP 2013 - Seoul, Korea, Republic of
Duration: 2013 Jun 102013 Jun 12

Publication series

Name2013 IEEE 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, IVMSP 2013 - Proceedings

Other

Other2013 IEEE 11th Workshop on 3D Image/Video Technologies and Applications, IVMSP 2013
CountryKorea, Republic of
CitySeoul
Period13/6/1013/6/12

Keywords

  • 3D
  • asymmetric distortion
  • binocular perception model
  • quality index
  • structural distortion

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Computer Vision and Pattern Recognition
  • Computer Science Applications

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  • Cite this

    Ko, H., Kim, C-S., Choi, S. Y., & Kuo, C. C. J. (2013). 3D image quality index using SDP-based binocular perception model. In 2013 IEEE 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, IVMSP 2013 - Proceedings [6611936] (2013 IEEE 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, IVMSP 2013 - Proceedings). https://doi.org/10.1109/IVMSPW.2013.6611936