Title :
Improved Edge-adaptive Demosaicking Method for Artifact Suppression around Line Edges
Author :
Lee, Jonghwa ; Jeong, Taeuk ; Lee, Chulhee
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul
Abstract :
In this paper, we present an edge-adaptive demosaicking method with artifact suppression. Although various demosaicking methods have been proposed, they still suffer from artifacts around line edges. In order to suppress such undesirable artifacts around line edges, the proposed method first determines line edge patterns and interpolates missing pixels along detected directions. Then, refinement and calibration processes are carried out in series to improve the quality of reconstructed images. Experimental results demonstrate that the proposed method produces visually pleasing images and outperforms existing demosaicking methods in terms of peak signal-to-noise ratio (PSNR).
Keywords :
edge detection; image denoising; image reconstruction; interpolation; artifact suppression; edge-adaptive demosaicking method; image reconstruction; line edge patterns; peak signal-to-noise ratio; pixel interpolation; Calibration; Color; DH-HEMTs; Digital cameras; Digital filters; Image edge detection; Image quality; Image reconstruction; Interpolation; PSNR;
Conference_Titel :
Consumer Electronics, 2007. ICCE 2007. Digest of Technical Papers. International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
1-4244-0763-X
Electronic_ISBN :
1-4244-0763-X
DOI :
10.1109/ICCE.2007.341341