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Proceedings Paper

Assessment of 3D quality of experience with content analysis
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Paper Abstract

Stereoscopic display has witnessed rapid progress in recent years, but it still suffers from the bad quality of experience (QoE) problem. Development of more reliable metrics for objective assessment of 3D QoE is challenging. In this paper, we propose a model that combines 2D and 3D features of the analyzed images with SSIM in order to produce more reliable estimation of the perceived subjective quality in terms of mean opinion score (MOS). The model was trained and evaluated on a public stereoscopic image database with associated ground truth MOS. Our results show that the proposed model achieved high correlation with perceived quality and it is promising for objective evaluation of large stereoscopic image dataset after a relatively small training procedure.

Paper Details

Date Published: 31 December 2013
PDF: 8 pages
Proc. SPIE 9042, 2013 International Conference on Optical Instruments and Technology: Optical Systems and Modern Optoelectronic Instruments, 90420G (31 December 2013); doi: 10.1117/12.2038095
Show Author Affiliations
Bochao Zou, Beijing Institute of Technology (China)
Yue Liu, Beijing Institute of Technology (China)
Yi Huang, Beijing Institute of Technology (China)
Yongtian Wang, Beijing Institute of Technology (China)


Published in SPIE Proceedings Vol. 9042:
2013 International Conference on Optical Instruments and Technology: Optical Systems and Modern Optoelectronic Instruments
Yongtian Wang; Xiaocong Yuan; Yunlong Sheng; Kimio Tatsuno, Editor(s)

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