Stereoscopic image quality metric based on binocular perception model

Seungchul Ryu, Dong Hyun Kim, Kwanghoon Sohn

Research output: Chapter in Book/Report/Conference proceedingConference contribution

41 Citations (Scopus)

Abstract

Measuring a perceptual quality of an image is one of the important tasks in various applications such as image coding, processing, enhancement, and monitoring system. Although active researches have been made for objective quality assessment of 2D images for some decades, still very few efforts have been concentrated on 3D image quality assessment. In this paper, we propose a new quality metric for stereoscopic images based on the binocular perception model considering asymmetric property of a stereoscopic image pair. Experiments for publicly available databases show that the proposed metric provides consistent correlations with subjective quality scores. The results also show that the proposed metric outperforms state-of-the-arts metrics.

Original languageEnglish
Title of host publication2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings
Pages609-612
Number of pages4
DOIs
Publication statusPublished - 2012 Dec 1
Event2012 19th IEEE International Conference on Image Processing, ICIP 2012 - Lake Buena Vista, FL, United States
Duration: 2012 Sep 302012 Oct 3

Publication series

NameProceedings - International Conference on Image Processing, ICIP
ISSN (Print)1522-4880

Other

Other2012 19th IEEE International Conference on Image Processing, ICIP 2012
CountryUnited States
CityLake Buena Vista, FL
Period12/9/3012/10/3

Fingerprint

Binoculars
Image coding
Image quality
Monitoring
Processing
Experiments

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Information Systems

Cite this

Ryu, S., Kim, D. H., & Sohn, K. (2012). Stereoscopic image quality metric based on binocular perception model. In 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings (pp. 609-612). [6466933] (Proceedings - International Conference on Image Processing, ICIP). https://doi.org/10.1109/ICIP.2012.6466933
Ryu, Seungchul ; Kim, Dong Hyun ; Sohn, Kwanghoon. / Stereoscopic image quality metric based on binocular perception model. 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. 2012. pp. 609-612 (Proceedings - International Conference on Image Processing, ICIP).
@inproceedings{869f354c7bcf403d94516a3af8681a59,
title = "Stereoscopic image quality metric based on binocular perception model",
abstract = "Measuring a perceptual quality of an image is one of the important tasks in various applications such as image coding, processing, enhancement, and monitoring system. Although active researches have been made for objective quality assessment of 2D images for some decades, still very few efforts have been concentrated on 3D image quality assessment. In this paper, we propose a new quality metric for stereoscopic images based on the binocular perception model considering asymmetric property of a stereoscopic image pair. Experiments for publicly available databases show that the proposed metric provides consistent correlations with subjective quality scores. The results also show that the proposed metric outperforms state-of-the-arts metrics.",
author = "Seungchul Ryu and Kim, {Dong Hyun} and Kwanghoon Sohn",
year = "2012",
month = "12",
day = "1",
doi = "10.1109/ICIP.2012.6466933",
language = "English",
isbn = "9781467325332",
series = "Proceedings - International Conference on Image Processing, ICIP",
pages = "609--612",
booktitle = "2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings",

}

Ryu, S, Kim, DH & Sohn, K 2012, Stereoscopic image quality metric based on binocular perception model. in 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings., 6466933, Proceedings - International Conference on Image Processing, ICIP, pp. 609-612, 2012 19th IEEE International Conference on Image Processing, ICIP 2012, Lake Buena Vista, FL, United States, 12/9/30. https://doi.org/10.1109/ICIP.2012.6466933

Stereoscopic image quality metric based on binocular perception model. / Ryu, Seungchul; Kim, Dong Hyun; Sohn, Kwanghoon.

2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. 2012. p. 609-612 6466933 (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Stereoscopic image quality metric based on binocular perception model

AU - Ryu, Seungchul

AU - Kim, Dong Hyun

AU - Sohn, Kwanghoon

PY - 2012/12/1

Y1 - 2012/12/1

N2 - Measuring a perceptual quality of an image is one of the important tasks in various applications such as image coding, processing, enhancement, and monitoring system. Although active researches have been made for objective quality assessment of 2D images for some decades, still very few efforts have been concentrated on 3D image quality assessment. In this paper, we propose a new quality metric for stereoscopic images based on the binocular perception model considering asymmetric property of a stereoscopic image pair. Experiments for publicly available databases show that the proposed metric provides consistent correlations with subjective quality scores. The results also show that the proposed metric outperforms state-of-the-arts metrics.

AB - Measuring a perceptual quality of an image is one of the important tasks in various applications such as image coding, processing, enhancement, and monitoring system. Although active researches have been made for objective quality assessment of 2D images for some decades, still very few efforts have been concentrated on 3D image quality assessment. In this paper, we propose a new quality metric for stereoscopic images based on the binocular perception model considering asymmetric property of a stereoscopic image pair. Experiments for publicly available databases show that the proposed metric provides consistent correlations with subjective quality scores. The results also show that the proposed metric outperforms state-of-the-arts metrics.

UR - http://www.scopus.com/inward/record.url?scp=84875830589&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84875830589&partnerID=8YFLogxK

U2 - 10.1109/ICIP.2012.6466933

DO - 10.1109/ICIP.2012.6466933

M3 - Conference contribution

AN - SCOPUS:84875830589

SN - 9781467325332

T3 - Proceedings - International Conference on Image Processing, ICIP

SP - 609

EP - 612

BT - 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings

ER -

Ryu S, Kim DH, Sohn K. Stereoscopic image quality metric based on binocular perception model. In 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. 2012. p. 609-612. 6466933. (Proceedings - International Conference on Image Processing, ICIP). https://doi.org/10.1109/ICIP.2012.6466933