Perceived image contrast measurement using multi-scale adaptation and spatial vision characteristics

Jongsoo Choi; Seungji Yang; Bwalya Kelvin Joseph; Soo Jun Park; Yong Man Ro

Perceived image contrast measurement using multi-scale adaptation and spatial vision characteristics

Jongsoo Choi, Seungji Yang, Bwalya Kelvin Joseph, Soo Jun Park, Yong Man Ro

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

Image contrast is an objective measure representing one of the distinct visual information. Although several contrast definitions are available in the literatures, most fail to match human perception. In this paper, we propose a no-reference objective contrast metric for complex images which follows the human visual perception. The contrast metric is obtained using the contrast perception depending image spatial frequency. Furthermore, the proposed contrast measurement includes integrating factors of human visual characteristics such as multi-scale property, contrast constancy property (supra-threshold region), color channel property and local adaptation property of the contrast sensitivity function (CSF).

Original language	English
Title of host publication	Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007
Pages	263-268
Number of pages	6
Publication status	Published - 2007
Externally published	Yes
Event	2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007 - Las Vegas, NV, United States Duration: 25 Jun 2007 → 28 Jun 2007

Publication series

Name	Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007

Conference

Conference	2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007
Country/Territory	United States
City	Las Vegas, NV
Period	25/06/07 → 28/06/07

Keywords

Contrast sensitivity function
Human visual system
Perceived contrast

ASJC Scopus subject areas

Computer Graphics and Computer-Aided Design
Computer Vision and Pattern Recognition

Cite this

Choi, J., Yang, S., Joseph, B. K., Park, S. J., & Ro, Y. M. (2007). Perceived image contrast measurement using multi-scale adaptation and spatial vision characteristics. In Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007 (pp. 263-268). (Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007).

Choi, Jongsoo ; Yang, Seungji ; Joseph, Bwalya Kelvin et al. / Perceived image contrast measurement using multi-scale adaptation and spatial vision characteristics. Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007. 2007. pp. 263-268 (Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007).

@inproceedings{47c002d06f0f43cfbdbc3d9ac52398d2,

title = "Perceived image contrast measurement using multi-scale adaptation and spatial vision characteristics",

abstract = "Image contrast is an objective measure representing one of the distinct visual information. Although several contrast definitions are available in the literatures, most fail to match human perception. In this paper, we propose a no-reference objective contrast metric for complex images which follows the human visual perception. The contrast metric is obtained using the contrast perception depending image spatial frequency. Furthermore, the proposed contrast measurement includes integrating factors of human visual characteristics such as multi-scale property, contrast constancy property (supra-threshold region), color channel property and local adaptation property of the contrast sensitivity function (CSF).",

keywords = "Contrast sensitivity function, Human visual system, Perceived contrast",

author = "Jongsoo Choi and Seungji Yang and Joseph, {Bwalya Kelvin} and Park, {Soo Jun} and Ro, {Yong Man}",

year = "2007",

language = "English",

isbn = "9781601320438",

series = "Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007",

pages = "263--268",

booktitle = "Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007",

note = "2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007 ; Conference date: 25-06-2007 Through 28-06-2007",

}

Choi, J, Yang, S, Joseph, BK, Park, SJ & Ro, YM 2007, Perceived image contrast measurement using multi-scale adaptation and spatial vision characteristics. in Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007. Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007, pp. 263-268, 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007, Las Vegas, NV, United States, 25/06/07.

Perceived image contrast measurement using multi-scale adaptation and spatial vision characteristics. / Choi, Jongsoo; Yang, Seungji; Joseph, Bwalya Kelvin et al.
Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007. 2007. p. 263-268 (Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Perceived image contrast measurement using multi-scale adaptation and spatial vision characteristics

AU - Choi, Jongsoo

AU - Yang, Seungji

AU - Joseph, Bwalya Kelvin

AU - Park, Soo Jun

AU - Ro, Yong Man

PY - 2007

Y1 - 2007

N2 - Image contrast is an objective measure representing one of the distinct visual information. Although several contrast definitions are available in the literatures, most fail to match human perception. In this paper, we propose a no-reference objective contrast metric for complex images which follows the human visual perception. The contrast metric is obtained using the contrast perception depending image spatial frequency. Furthermore, the proposed contrast measurement includes integrating factors of human visual characteristics such as multi-scale property, contrast constancy property (supra-threshold region), color channel property and local adaptation property of the contrast sensitivity function (CSF).

AB - Image contrast is an objective measure representing one of the distinct visual information. Although several contrast definitions are available in the literatures, most fail to match human perception. In this paper, we propose a no-reference objective contrast metric for complex images which follows the human visual perception. The contrast metric is obtained using the contrast perception depending image spatial frequency. Furthermore, the proposed contrast measurement includes integrating factors of human visual characteristics such as multi-scale property, contrast constancy property (supra-threshold region), color channel property and local adaptation property of the contrast sensitivity function (CSF).

KW - Contrast sensitivity function

KW - Human visual system

KW - Perceived contrast

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M3 - Conference contribution

AN - SCOPUS:41149091585

SN - 9781601320438

T3 - Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007

SP - 263

EP - 268

BT - Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007

T2 - 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007

Y2 - 25 June 2007 through 28 June 2007

ER -

Choi J, Yang S, Joseph BK, Park SJ, Ro YM. Perceived image contrast measurement using multi-scale adaptation and spatial vision characteristics. In Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007. 2007. p. 263-268. (Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007).

Perceived image contrast measurement using multi-scale adaptation and spatial vision characteristics

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

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