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Author:

Wang, Xuejin (Wang, Xuejin.) | Shao, Feng (Shao, Feng.) | Jiang, Qiuping (Jiang, Qiuping.) | Fu, Zhenqi (Fu, Zhenqi.) | Meng, Xiangchao (Meng, Xiangchao.) | Gu, Ke (Gu, Ke.) | Ho, Yo-Sung (Ho, Yo-Sung.)

Indexed by:

EI Scopus SCIE

Abstract:

Stereoscopic Image Retargeting (SIR) aims to adapt stereoscopic images and videos to 3D display devices with various aspect ratios by emphasizing the important content while retaining surrounding context with minimal visual distortion. To address the issue of SIR evaluation, this paper presents a new objective quality assessment method for retargeted stereopairs by combining image quality and depth perception measures. Specifically, the image quality measure is conducted between the source and retargeted intermediate views generated by the view synthesis method to characterize the geometric distortion and content loss of the retargeted stereopair, while several depth-aware features are extracted to measure the visual comfort/discomfort and depth sensation when human views a 3D scene. Then, the extracted features are integrated into an overall perceptual quality prediction. Experiment results on NBU SIRQA and SIRD databases verify the superiority of our method.

Keyword:

Measurement Distortion Visualization Three-dimensional displays Quality assessment Stereoscopic image retargeting Superpixel-based method Distortion measurement Stereo image processing Feature extraction Depth perception

Author Community:

  • [ 1 ] [Wang, Xuejin]Ningbo Univ, Fac Informat Sci & Engn, Ningbo 315211, Peoples R China
  • [ 2 ] [Shao, Feng]Ningbo Univ, Fac Informat Sci & Engn, Ningbo 315211, Peoples R China
  • [ 3 ] [Jiang, Qiuping]Ningbo Univ, Fac Informat Sci & Engn, Ningbo 315211, Peoples R China
  • [ 4 ] [Meng, Xiangchao]Ningbo Univ, Fac Informat Sci & Engn, Ningbo 315211, Peoples R China
  • [ 5 ] [Fu, Zhenqi]Xiamen Univ, Sch Informat Sci & Engn, Xiamen 361005, Peoples R China
  • [ 6 ] [Gu, Ke]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 7 ] [Gu, Ke]Beijing Univ Technol, Engn Res Ctr Intelligent Percept & Autonomous Con, Minist Educ,Beijing Artificial Intelligence Inst, Beijing Lab Smart Environm Protect,Beijing Key La, Beijing 100124, Peoples R China
  • [ 8 ] [Ho, Yo-Sung]Gwangju Inst Sci & Technol GIST, Sch Informat & Commun, Gwangju 500712, South Korea

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Source :

IEEE TRANSACTIONS ON MULTIMEDIA

ISSN: 1520-9210

Year: 2022

Volume: 24

Page: 2422-2434

7 . 3

JCR@2022

7 . 3 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:46

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 9

SCOPUS Cited Count: 8

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 10

Affiliated Colleges:

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