TY - GEN
T1 - 3D image quality index using SDP-based binocular perception model
AU - Ko, Hyunsuk
AU - Kim, Chang-Su
AU - Choi, Seo Young
AU - Kuo, C. C Jay
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
KW - 3D
KW - asymmetric distortion
KW - binocular perception model
KW - quality index
KW - structural distortion
UR - http://www.scopus.com/inward/record.url?scp=84888150856&partnerID=8YFLogxK
U2 - 10.1109/IVMSPW.2013.6611936
DO - 10.1109/IVMSPW.2013.6611936
M3 - Conference contribution
AN - SCOPUS:84888150856
SN - 9781467358583
T3 - 2013 IEEE 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, IVMSP 2013 - Proceedings
BT - 2013 IEEE 11th IVMSP Workshop
T2 - 2013 IEEE 11th Workshop on 3D Image/Video Technologies and Applications, IVMSP 2013
Y2 - 10 June 2013 through 12 June 2013
ER -