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
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;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2014.6851990