Stereoscopic image quality assessment using disparity-compensated view filtering

Yang Song; Mei Yu; Gangyi Jiang; Feng Shao; Zongju Peng

doi:10.1117/1.JEI.25.2.023001

7 March 2016 Stereoscopic image quality assessment using disparity-compensated view filtering

Yang Song, Mei Yu, Gangyi Jiang, Feng Shao, Zongju Peng

Author Affiliations +

Journal of Electronic Imaging, Vol. 25, Issue 2, 023001 (March 2016). https://doi.org/10.1117/1.JEI.25.2.023001

Abstract

Stereoscopic image quality assessment (IQA) plays a vital role in stereoscopic image/video processing systems. We propose a new quality assessment for stereoscopic image that uses disparity-compensated view filtering (DCVF). First, because a stereoscopic image is composed of different frequency components, DCVF is designed to decompose it into high-pass and low-pass components. Then, the qualities of different frequency components are acquired according to their phase congruency and coefficient distribution characteristics. Finally, support vector regression is utilized to establish a mapping model between the component qualities and subjective qualities, and stereoscopic image quality is calculated using this mapping model. Experiments on the LIVE 3-D IQA database and NBU 3-D IQA databases demonstrate that the proposed method can evaluate stereoscopic image quality accurately. Compared with several state-of-the-art quality assessment methods, the proposed method is more consistent with human perception.

Citation Download Citation

Yang Song, Mei Yu, Gangyi Jiang, Feng Shao, and Zongju Peng "Stereoscopic image quality assessment using disparity-compensated view filtering," Journal of Electronic Imaging 25(2), 023001 (7 March 2016). https://doi.org/10.1117/1.JEI.25.2.023001

Published: 7 March 2016

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available