Title :
Correction of the overexposed region in digital color image
Author :
Dae-Hong Lee ; Yeo-Jin Yoon ; Min-Young Cho ; Sung-Jea Ko
Author_Institution :
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
Abstract :
The overexposure usually occurs in the digital image due to the limited dynamic range of the low dynamic range (LDR) displays. In this paper, we propose a novel method to correct the overexposed region in the image, which consists of the lightness recovery and the color correction. In the proposed method, the lightness in the overexposed region is modeled as a two-dimensional Gaussian function, and a new energy functional of both the Gaussian modeled lightness and the gradients of the original image is minimized to recover the lightness. For correcting the color, we apply the bilateral filter with weights obtained using the recovered lightness to the color of the overexposed region. The algorithm´s performance is experimentally compared to state-of-the-art algorithm, demonstrating comparable or favorable results.
Keywords :
Gaussian processes; filtering theory; image colour analysis; Gaussian modeled lightness recovery; LDR displays; bilateral filter; digital color image correction; energy functional; low-dynamic range displays; original image gradients; overexposed region color correction; two-dimensional Gaussian function; Color; Correlation; Digital images; Dynamic range; Educational institutions; Heuristic algorithms; Image color analysis;
Conference_Titel :
Consumer Electronics (ICCE), 2014 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-1290-2
DOI :
10.1109/ICCE.2014.6775982