NDLI: Interactive differential evolution for image enhancement application in smart phone

Content Provider	IEEE Xplore Digital Library
Author	Myeong-Chun Lee Sung-Bae Cho
Copyright Year	2012
Description	Author affiliation: Dept. of Computer Science, Yonsei University, Seoul, Korea (Myeong-Chun Lee; Sung-Bae Cho)
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.
Starting Page	1
Ending Page	6
File Size	1934754
Page Count	6
File Format	PDF
ISBN	9781467315104
e-ISBN	9781467315098
e-ISBN	9781467315081
DOI	10.1109/CEC.2012.6256653
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-06-10
Publisher Place	Australia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Vectors Image color analysis Mobile communication Image enhancement Mobile handsets Fatigue Cameras Mobile image enhancement Differential evolution Interactive differential evolution
Content Type	Text
Resource Type	Article

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