Considering binocular spatial sensitivity in stereoscopic image quality assessment

Xu WANG, Sam KWONG, Yun ZHANG

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)Researchpeer-review

52 Citations (Scopus)

Abstract

Developing reliable and generic perceptual quality metrics is an challenging issue in three-dimensional (3D) visual signals processing, although many two dimensional (2D) image quality metrics have been proposed and work well on 2D images. In this paper, the binocular spatial sensitivity influenced by the binocular fusion and rivalry properties is considered in the quality measurement. Firstly, the binocular spatial sensitivity map is modeled to reflect the properties. Then, a framework of integration of binocular spatial sensitivity map into quality assessment is presented. Experimental results show that the proposed metric correlate well with human perception of quality on a dataset of 3D images and human subjective scores. © 2011 IEEE.
Original languageEnglish
Title of host publication2011 IEEE Visual Communications and Image Processing, VCIP 2011
PublisherIEEE
Number of pages4
ISBN (Electronic)9781457713224
ISBN (Print)9781457713217
DOIs
Publication statusPublished - 2011
Externally publishedYes
Event2011 IEEE Visual Communications and Image Processing - , Taiwan, Province of China
Duration: 6 Nov 20119 Nov 2011

Conference

Conference2011 IEEE Visual Communications and Image Processing
Abbreviated titleVCIP 2011
Country/TerritoryTaiwan, Province of China
Period6/11/119/11/11

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