DocumentCode
1755444
Title
Correction of the overexposed region in digital color image
Author
Dae-Hong Lee ; Yeo-Jin Yoon ; Seok-Jae Kang ; Sung-Jea Ko
Author_Institution
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
Volume
60
Issue
2
fYear
2014
fDate
41760
Firstpage
173
Lastpage
178
Abstract
The overexposed region (OR) usually appears in the image due to the limited dynamic range of digital camera and low dynamic range display. In this paper, we present a novel overexposure correction method composed of the lightness correction and the chrominance restoration. In proposed method, the corrected lightness of the OR is obtained by minimizing a proposed energy functional with two terms; one for retaining the lightness modeled by a twodimensional Gaussian function and the other for preserving the gradients of the original lightness. In chrominance restoration, color stretching is first performed to compensate a faded color around the OR. Then, the color of the OR is recovered by propagating the stretched color of the neighboring non-overexposed region (non-OR). Experimental results demonstrate that the proposed method more effectively improves the visual quality of the overexposed image compared with the state-of-the-art methods.
Keywords
Gaussian processes; image colour analysis; image restoration; image sensors; Gaussian function; OR; chrominance restoration; digital camera; digital color image; dynamic range; energy functional; faded color; lightness correction; neighboring nonoverexposed region; non-OR; novel overexposure correction method; overexposed image; overexposed region; Cameras; Channel estimation; Color; Dynamic range; Image color analysis; Image restoration; Visualization; Overexposure correction; color restoration; color stretching; lightness recovery; two-dimensional Gaussian modeling;
fLanguage
English
Journal_Title
Consumer Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0098-3063
Type
jour
DOI
10.1109/TCE.2014.6851990
Filename
6851990
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