The study of realistic image rendition algorithms based on human visual system

Lily Lv; Kun Gao; Guoqiang Ni; Manjun Xiao

doi:10.1109/SOPO.2010.5504478

The study of realistic image rendition algorithms based on human visual system

Lily Lv^*, Kun Gao, Guoqiang Ni, Manjun Xiao

^*Corresponding author for this work

School of Optics and Photonics

Beijing Institute of Technology

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

1 Citation (Scopus)

Abstract

Realistic image rendition is to reproduce the human perception of natural scenes, where the "realistic" means providing machine vision with the ideal images according to human visual system. The main characteristics of realistic image rendition involve color constancy, lightness constancy, image enhancement and high dynamic range compression. In this paper, the developments on realistic image rendition are investigated, human visual system structure and characteristics are described in detail and some excellent algorithms are studied and discussed, especially the classical Retinex series algorithms and tone mapping algorithms. In the end, the performances of these algorithms are simulated and shown.

Original language	English
Title of host publication	2010 Symposium on Photonics and Optoelectronic, SOPO 2010 - Proceedings
DOIs	https://doi.org/10.1109/SOPO.2010.5504478
Publication status	Published - 2010
Event	International Symposium on Photonics and Optoelectronics, SOPO 2010 - Chengdu, China Duration: 19 Jun 2010 → 21 Jun 2010

Publication series

Name	2010 Symposium on Photonics and Optoelectronic, SOPO 2010 - Proceedings

Conference

Conference	International Symposium on Photonics and Optoelectronics, SOPO 2010
Country/Territory	China
City	Chengdu
Period	19/06/10 → 21/06/10

Keywords

Color constancy
Dynamic range compression
Human vision system
Realistic image rendition
Retinex

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10.1109/SOPO.2010.5504478

Cite this

@inproceedings{c3c2bc1089bf43dba827fbf4fc9b7da2,

title = "The study of realistic image rendition algorithms based on human visual system",

abstract = "Realistic image rendition is to reproduce the human perception of natural scenes, where the {"}realistic{"} means providing machine vision with the ideal images according to human visual system. The main characteristics of realistic image rendition involve color constancy, lightness constancy, image enhancement and high dynamic range compression. In this paper, the developments on realistic image rendition are investigated, human visual system structure and characteristics are described in detail and some excellent algorithms are studied and discussed, especially the classical Retinex series algorithms and tone mapping algorithms. In the end, the performances of these algorithms are simulated and shown.",

keywords = "Color constancy, Dynamic range compression, Human vision system, Realistic image rendition, Retinex",

author = "Lily Lv and Kun Gao and Guoqiang Ni and Manjun Xiao",

year = "2010",

doi = "10.1109/SOPO.2010.5504478",

language = "English",

isbn = "9781424449644",

series = "2010 Symposium on Photonics and Optoelectronic, SOPO 2010 - Proceedings",

booktitle = "2010 Symposium on Photonics and Optoelectronic, SOPO 2010 - Proceedings",

note = "International Symposium on Photonics and Optoelectronics, SOPO 2010 ; Conference date: 19-06-2010 Through 21-06-2010",

}

Lv, L, Gao, K, Ni, G & Xiao, M 2010, The study of realistic image rendition algorithms based on human visual system. in 2010 Symposium on Photonics and Optoelectronic, SOPO 2010 - Proceedings., 5504478, 2010 Symposium on Photonics and Optoelectronic, SOPO 2010 - Proceedings, International Symposium on Photonics and Optoelectronics, SOPO 2010, Chengdu, China, 19/06/10. https://doi.org/10.1109/SOPO.2010.5504478

The study of realistic image rendition algorithms based on human visual system. / Lv, Lily; Gao, Kun; Ni, Guoqiang et al.
2010 Symposium on Photonics and Optoelectronic, SOPO 2010 - Proceedings. 2010. 5504478 (2010 Symposium on Photonics and Optoelectronic, SOPO 2010 - Proceedings).

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

TY - GEN

T1 - The study of realistic image rendition algorithms based on human visual system

AU - Lv, Lily

AU - Gao, Kun

AU - Ni, Guoqiang

AU - Xiao, Manjun

PY - 2010

Y1 - 2010

N2 - Realistic image rendition is to reproduce the human perception of natural scenes, where the "realistic" means providing machine vision with the ideal images according to human visual system. The main characteristics of realistic image rendition involve color constancy, lightness constancy, image enhancement and high dynamic range compression. In this paper, the developments on realistic image rendition are investigated, human visual system structure and characteristics are described in detail and some excellent algorithms are studied and discussed, especially the classical Retinex series algorithms and tone mapping algorithms. In the end, the performances of these algorithms are simulated and shown.

AB - Realistic image rendition is to reproduce the human perception of natural scenes, where the "realistic" means providing machine vision with the ideal images according to human visual system. The main characteristics of realistic image rendition involve color constancy, lightness constancy, image enhancement and high dynamic range compression. In this paper, the developments on realistic image rendition are investigated, human visual system structure and characteristics are described in detail and some excellent algorithms are studied and discussed, especially the classical Retinex series algorithms and tone mapping algorithms. In the end, the performances of these algorithms are simulated and shown.

KW - Color constancy

KW - Dynamic range compression

KW - Human vision system

KW - Realistic image rendition

KW - Retinex

UR - https://www.scopus.com/pages/publications/77954921965

U2 - 10.1109/SOPO.2010.5504478

DO - 10.1109/SOPO.2010.5504478

M3 - Conference contribution

AN - SCOPUS:77954921965

SN - 9781424449644

T3 - 2010 Symposium on Photonics and Optoelectronic, SOPO 2010 - Proceedings

BT - 2010 Symposium on Photonics and Optoelectronic, SOPO 2010 - Proceedings

T2 - International Symposium on Photonics and Optoelectronics, SOPO 2010

Y2 - 19 June 2010 through 21 June 2010

ER -

The study of realistic image rendition algorithms based on human visual system

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Conference

Keywords

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