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Novel contrast enhancement scheme for infrared image using detail-preserving stretching

Authors
Kim, Jin-HyungKim, Jun-HyungJung, Seung-WonNoh, Chang-KyunKo, Sung-Jea
Issue Date
7월-2011
Publisher
SPIE-SOC PHOTO-OPTICAL INSTRUMENTATION ENGINEERS
Keywords
contrast enhancement; infrared; contrast stretching; gradient-domain processing
Citation
OPTICAL ENGINEERING, v.50, no.7
Indexed
SCIE
SCOPUS
Journal Title
OPTICAL ENGINEERING
Volume
50
Number
7
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/112087
DOI
10.1117/1.3597639
ISSN
0091-3286
Abstract
A novel contrast enhancement scheme for infrared (IR) image using detail-preserving stretching (DPS) is presented in this paper. Unlike CCD images, the histogram of the IR images is not distributed to the entire dynamic range of the input image. Therefore, in order to enhance the contrast, the proposed method adopts contrast stretching since it has a low computational complexity and preserves the global contrast of the original. However, the stretching often produces unpleasant images that do not contain clear details by limiting the output dynamic range. To solve this problem, we propose a new contrast stretching method based on gradient-domain processing (GDP) that can enhance the local image contrast while preserving the global contrast as well as the image details. Experimental results demonstrate that the proposed method outperforms the conventional stretching-based and other image enhancement methods with respect to the visual quality and computational complexity. (C) 2011 Society of Photo-Optical Instrumentation Engineers (SPIE). [DOI: 10.1117/1.3597639]
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공과대학 (전기전자공학부)
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