Title :
A pentomino-based path inspired demosaicking technique for the bayer color filter array
Author :
Kinyua Wachira;Elijah Mwangi;Gwanggil Jeon
Author_Institution :
School of Engineering, University of Nairobi, P.O. Box 30197 Nairobi 00100, Kenya
Abstract :
Spatial demosaicking methods are attractive due to their robust reconstruction capabilities and low computational load. This paper presents a new gradient-based spatial demosaicking algorithm with contributions from combinatorial geometry. It introduces the use of square tiling primitives called pentominoes to dictate the difference-term pairs combinations for gradient generation. The proposed algorithm is compared with current established methods. Reconstruction performance is objectively measured using three commonly documented metrics (MSE, SSIM and CPSNR). Three different image sets are used (Kodak, McMaster-IMAX and Condat) to evaluate demosaicking robustness. An significant improvement in performance over existing methods has been obtained through MATLAB simulation.
Keywords :
"Image color analysis","Interpolation","Image reconstruction","Color","Geometry","Cameras","Sensors"
Conference_Titel :
AFRICON, 2015
Electronic_ISBN :
2153-0033
DOI :
10.1109/AFRCON.2015.7331959