Interactive differential evolution for image enhancement application in smart phone

Myeong Chun Lee, Sung-Bae Cho

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

11 Citations (Scopus)

Abstract

In this paper, we propose an automatic image enhancement tool for smart phone by using interactive differential evolution (IDE). From a remarkable progress of the camera sensor in mobile devices, people take pictures with their mobile phone instead of a digital camera. However, as they are not satisfied with their images in spite of the progress, they still want to edit their images by using mobile applications, which are usually complex and cause user fatigue, especially for beginners. To reduce it and make a simple interface, we exploit IDE, which is a kind of interactive evolutionary computation. Let the user IDE to evaluate the individuals. Because of the small parameters of the differential evolution (DE), we could make the tool simply and overcome the user fatigue. DE is also an efficient and fast evolutionary algorithm which uses the difference of the vectors. Subjective test shows the usefulness of the tool.

Original languageEnglish
Title of host publication2012 IEEE Congress on Evolutionary Computation, CEC 2012
DOIs
Publication statusPublished - 2012 Oct 4
Event2012 IEEE Congress on Evolutionary Computation, CEC 2012 - Brisbane, QLD, Australia
Duration: 2012 Jun 102012 Jun 15

Publication series

Name2012 IEEE Congress on Evolutionary Computation, CEC 2012

Other

Other2012 IEEE Congress on Evolutionary Computation, CEC 2012
CountryAustralia
CityBrisbane, QLD
Period12/6/1012/6/15

Fingerprint

Image Enhancement
Image enhancement
Differential Evolution
Evolutionary algorithms
Fatigue of materials
Fatigue
Digital cameras
Mobile phones
Mobile devices
Interactive Evolutionary Computation
Cameras
Digital Camera
Mobile Applications
Mobile Phone
Small Parameter
Mobile Devices
Sensors
Fast Algorithm
Evolutionary Algorithms
Camera

All Science Journal Classification (ASJC) codes

  • Computational Theory and Mathematics
  • Theoretical Computer Science

Cite this

Lee, M. C., & Cho, S-B. (2012). Interactive differential evolution for image enhancement application in smart phone. In 2012 IEEE Congress on Evolutionary Computation, CEC 2012 [6256653] (2012 IEEE Congress on Evolutionary Computation, CEC 2012). https://doi.org/10.1109/CEC.2012.6256653
Lee, Myeong Chun ; Cho, Sung-Bae. / Interactive differential evolution for image enhancement application in smart phone. 2012 IEEE Congress on Evolutionary Computation, CEC 2012. 2012. (2012 IEEE Congress on Evolutionary Computation, CEC 2012).
@inproceedings{035907653be842fa8edf5ce91c6efdd3,
title = "Interactive differential evolution for image enhancement application in smart phone",
abstract = "In this paper, we propose an automatic image enhancement tool for smart phone by using interactive differential evolution (IDE). From a remarkable progress of the camera sensor in mobile devices, people take pictures with their mobile phone instead of a digital camera. However, as they are not satisfied with their images in spite of the progress, they still want to edit their images by using mobile applications, which are usually complex and cause user fatigue, especially for beginners. To reduce it and make a simple interface, we exploit IDE, which is a kind of interactive evolutionary computation. Let the user IDE to evaluate the individuals. Because of the small parameters of the differential evolution (DE), we could make the tool simply and overcome the user fatigue. DE is also an efficient and fast evolutionary algorithm which uses the difference of the vectors. Subjective test shows the usefulness of the tool.",
author = "Lee, {Myeong Chun} and Sung-Bae Cho",
year = "2012",
month = "10",
day = "4",
doi = "10.1109/CEC.2012.6256653",
language = "English",
isbn = "9781467315098",
series = "2012 IEEE Congress on Evolutionary Computation, CEC 2012",
booktitle = "2012 IEEE Congress on Evolutionary Computation, CEC 2012",

}

Lee, MC & Cho, S-B 2012, Interactive differential evolution for image enhancement application in smart phone. in 2012 IEEE Congress on Evolutionary Computation, CEC 2012., 6256653, 2012 IEEE Congress on Evolutionary Computation, CEC 2012, 2012 IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, QLD, Australia, 12/6/10. https://doi.org/10.1109/CEC.2012.6256653

Interactive differential evolution for image enhancement application in smart phone. / Lee, Myeong Chun; Cho, Sung-Bae.

2012 IEEE Congress on Evolutionary Computation, CEC 2012. 2012. 6256653 (2012 IEEE Congress on Evolutionary Computation, CEC 2012).

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

TY - GEN

T1 - Interactive differential evolution for image enhancement application in smart phone

AU - Lee, Myeong Chun

AU - Cho, Sung-Bae

PY - 2012/10/4

Y1 - 2012/10/4

N2 - In this paper, we propose an automatic image enhancement tool for smart phone by using interactive differential evolution (IDE). From a remarkable progress of the camera sensor in mobile devices, people take pictures with their mobile phone instead of a digital camera. However, as they are not satisfied with their images in spite of the progress, they still want to edit their images by using mobile applications, which are usually complex and cause user fatigue, especially for beginners. To reduce it and make a simple interface, we exploit IDE, which is a kind of interactive evolutionary computation. Let the user IDE to evaluate the individuals. Because of the small parameters of the differential evolution (DE), we could make the tool simply and overcome the user fatigue. DE is also an efficient and fast evolutionary algorithm which uses the difference of the vectors. Subjective test shows the usefulness of the tool.

AB - In this paper, we propose an automatic image enhancement tool for smart phone by using interactive differential evolution (IDE). From a remarkable progress of the camera sensor in mobile devices, people take pictures with their mobile phone instead of a digital camera. However, as they are not satisfied with their images in spite of the progress, they still want to edit their images by using mobile applications, which are usually complex and cause user fatigue, especially for beginners. To reduce it and make a simple interface, we exploit IDE, which is a kind of interactive evolutionary computation. Let the user IDE to evaluate the individuals. Because of the small parameters of the differential evolution (DE), we could make the tool simply and overcome the user fatigue. DE is also an efficient and fast evolutionary algorithm which uses the difference of the vectors. Subjective test shows the usefulness of the tool.

UR - http://www.scopus.com/inward/record.url?scp=84866852750&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84866852750&partnerID=8YFLogxK

U2 - 10.1109/CEC.2012.6256653

DO - 10.1109/CEC.2012.6256653

M3 - Conference contribution

SN - 9781467315098

T3 - 2012 IEEE Congress on Evolutionary Computation, CEC 2012

BT - 2012 IEEE Congress on Evolutionary Computation, CEC 2012

ER -

Lee MC, Cho S-B. Interactive differential evolution for image enhancement application in smart phone. In 2012 IEEE Congress on Evolutionary Computation, CEC 2012. 2012. 6256653. (2012 IEEE Congress on Evolutionary Computation, CEC 2012). https://doi.org/10.1109/CEC.2012.6256653