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 language | English |
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| Title of host publication | 2012 IEEE Congress on Evolutionary Computation, CEC 2012 |
| DOIs | |
| Publication status | Published - 2012 Oct 4 |
| Event | 2012 IEEE Congress on Evolutionary Computation, CEC 2012 - Brisbane, QLD, Australia Duration: 2012 Jun 10 → 2012 Jun 15 |
Publication series
| Name | 2012 IEEE Congress on Evolutionary Computation, CEC 2012 |
|---|
Other
| Other | 2012 IEEE Congress on Evolutionary Computation, CEC 2012 |
|---|---|
| Country | Australia |
| City | Brisbane, QLD |
| Period | 12/6/10 → 12/6/15 |
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All Science Journal Classification (ASJC) codes
- Computational Theory and Mathematics
- Theoretical Computer Science
Cite this
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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 proceeding › Conference 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 -