Volume 9 Number 1 (Jan. 2014)
Home > Archive > 2014 > Volume 9 Number 1 (Jan. 2014) >
JSW 2014 Vol.9(1): 37-43 ISSN: 1796-217X
doi: 10.4304/jsw.9.1.37-43

Quality Assessment for Stereoscopic Images by Distortion Separation

Chaozheng Hu, Feng Shao, Gangyi Jiang, Mei Yu, Fucui Li, Zongju Peng
Faculty of Information Science and Engineering, Ningbo University, 315211, Ningbo, China

Abstract—Quality assessment for stereoscopic images is a challenging issue in three-dimensional research. In this paper, we present an objective quality assessment method for stereoscopic images by distortion separation. In the method, we separate the distortion information for the distorted stereoscopic image (i.e., decompose the distorted stereoscopic image into restored and disturbed stereoscopic images), and use phase-amplitude description model and singular value decomposition model to evaluate them respectively. The experimental results show that compared with other schemes, the proposed method can achieve much higher consistency with the subjective assessments.

Index Terms—stereoscopic image quality assessment, distortion separation, phase-amplitude description, singular value decomposition

[PDF]

Cite: Chaozheng Hu, Feng Shao, Gangyi Jiang, Mei Yu, Fucui Li, Zongju Peng, "Quality Assessment for Stereoscopic Images by Distortion Separation," Journal of Software vol. 9, no. 1, pp. 37-43, 2014.

General Information

ISSN: 1796-217X (Online)
Frequency: Monthly (2006-2019); Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, Google Scholar, ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
  • Dec 06, 2019 News!

    Vol 14, No 1- Vol 14, No 4 has been indexed by EI (Inspec)   [Click]

  • Jun 22, 2020 News!

    Papers published in JSW Vol 14, No 1- Vol 15 No 4 have been indexed by DBLP     [Click]

  • Feb 19, 2021 News!

    Vol 16, No 3 has been published with online version    [Click]

  • Jan 28, 2021 News!

    [CFP] 2021 the annual meeting of JSW Editorial Board, ICCSM 2020, will be held in Rome, Italy, July 21-23, 2021   [Click]

  • Feb 19, 2021 News!

    The papers published in Vol 16, No 3 have all received dois from Crossref     [Click]