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: 3D Image/Video Technologies and Applications, IVMSP 2013 - Proceedings
DOIs
Publication statusPublished - 2013 Nov 28
Event2013 IEEE 11th Workshop on 3D Image/Video Technologies and Applications, IVMSP 2013 - Seoul, Korea, Republic of
Duration: 2013 Jun 102013 Jun 12

Other

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

Fingerprint

Binoculars
Image quality

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

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] https://doi.org/10.1109/IVMSPW.2013.6611936

3D image quality index using SDP-based binocular perception model. / Ko, Hyunsuk; Kim, Chang-Su; Choi, Seo Young; Kuo, C. C Jay.

2013 IEEE 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, IVMSP 2013 - Proceedings. 2013. 6611936.

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

Ko, H, Kim, C-S, Choi, SY & Kuo, CCJ 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 Workshop on 3D Image/Video Technologies and Applications, IVMSP 2013, Seoul, Korea, Republic of, 13/6/10. https://doi.org/10.1109/IVMSPW.2013.6611936
Ko H, Kim C-S, Choi SY, Kuo CCJ. 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. 2013. 6611936 https://doi.org/10.1109/IVMSPW.2013.6611936
Ko, Hyunsuk ; Kim, Chang-Su ; Choi, Seo Young ; Kuo, C. C Jay. / 3D image quality index using SDP-based binocular perception model. 2013 IEEE 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, IVMSP 2013 - Proceedings. 2013.
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