Combined local and global image enhancement algorithm

V. Voronin; E. Semenishchev; M. Ponomarenko; S. Agaian

doi:10.2352/ISSN.2470-1173.2018.13.IPAS-220

Combined local and global image enhancement algorithm

V. Voronin, E. Semenishchev, M. Ponomarenko, S. Agaian

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

10 Citations (Scopus)

Abstract

We present a new image enhancement algorithm based on combined local and global image processing. The basic idea is to apply α-rooting image enhancement approach for different image blocks. For this purpose, we split image in moving windows on disjoint blocks with different size (8 by 8, 16 by 16, 32 by 32 and, i.e.). The parameter alfa for every block driven through optimization of measure of enhancement (EME). The resulting image is a weighted mean of all processing blocks. This strategy for image enhancement allows getting more contrast image with the following properties: irregular lighting and brightness gradient. Some experimental results are presented to illustrate the performance of the proposed algorithm.

Original language	English
Title of host publication	Electronic Imaging
Subtitle of host publication	Image Processing: Algorithms and Systems XVI
Publisher	Society for Imaging Science and Technology
DOIs	https://doi.org/10.2352/ISSN.2470-1173.2018.13.IPAS-220
Publication status	Published - 2018
Publication type	A4 Article in conference proceedings
Event	IS&T International Symposium on Electronic Imaging - Duration: 28 Jan 2018 → 2 Feb 2018

Publication series

Name
ISSN (Electronic)	2470-1173

Conference

Conference	IS&T International Symposium on Electronic Imaging
Period	28/01/18 → 2/02/18

Publication forum classification

Publication forum level 1

ASJC Scopus subject areas

Computer Graphics and Computer-Aided Design
Computer Science Applications
Human-Computer Interaction
Software
Electrical and Electronic Engineering
Atomic and Molecular Physics, and Optics

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10.2352/ISSN.2470-1173.2018.13.IPAS-220

Cite this

@inproceedings{f203f881d519462f8fa0efef903d792f,

title = "Combined local and global image enhancement algorithm",

abstract = "We present a new image enhancement algorithm based on combined local and global image processing. The basic idea is to apply α-rooting image enhancement approach for different image blocks. For this purpose, we split image in moving windows on disjoint blocks with different size (8 by 8, 16 by 16, 32 by 32 and, i.e.). The parameter alfa for every block driven through optimization of measure of enhancement (EME). The resulting image is a weighted mean of all processing blocks. This strategy for image enhancement allows getting more contrast image with the following properties: irregular lighting and brightness gradient. Some experimental results are presented to illustrate the performance of the proposed algorithm.",

author = "V. Voronin and E. Semenishchev and M. Ponomarenko and S. Agaian",

note = "jufoid=84313; IS&T International Symposium on Electronic Imaging ; Conference date: 28-01-2018 Through 02-02-2018",

year = "2018",

doi = "10.2352/ISSN.2470-1173.2018.13.IPAS-220",

language = "English",

publisher = "Society for Imaging Science and Technology",

booktitle = "Electronic Imaging",

address = "United States",

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TY - GEN

T1 - Combined local and global image enhancement algorithm

AU - Voronin, V.

AU - Semenishchev, E.

AU - Ponomarenko, M.

AU - Agaian, S.

N1 - jufoid=84313

PY - 2018

Y1 - 2018

N2 - We present a new image enhancement algorithm based on combined local and global image processing. The basic idea is to apply α-rooting image enhancement approach for different image blocks. For this purpose, we split image in moving windows on disjoint blocks with different size (8 by 8, 16 by 16, 32 by 32 and, i.e.). The parameter alfa for every block driven through optimization of measure of enhancement (EME). The resulting image is a weighted mean of all processing blocks. This strategy for image enhancement allows getting more contrast image with the following properties: irregular lighting and brightness gradient. Some experimental results are presented to illustrate the performance of the proposed algorithm.

AB - We present a new image enhancement algorithm based on combined local and global image processing. The basic idea is to apply α-rooting image enhancement approach for different image blocks. For this purpose, we split image in moving windows on disjoint blocks with different size (8 by 8, 16 by 16, 32 by 32 and, i.e.). The parameter alfa for every block driven through optimization of measure of enhancement (EME). The resulting image is a weighted mean of all processing blocks. This strategy for image enhancement allows getting more contrast image with the following properties: irregular lighting and brightness gradient. Some experimental results are presented to illustrate the performance of the proposed algorithm.

U2 - 10.2352/ISSN.2470-1173.2018.13.IPAS-220

DO - 10.2352/ISSN.2470-1173.2018.13.IPAS-220

M3 - Conference contribution

AN - SCOPUS:85052861928

BT - Electronic Imaging

PB - Society for Imaging Science and Technology

T2 - IS&T International Symposium on Electronic Imaging

Y2 - 28 January 2018 through 2 February 2018

ER -

Combined local and global image enhancement algorithm

Abstract

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ASJC Scopus subject areas

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