DocumentCode
3693957
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
fYear
2015
Firstpage
1
Lastpage
5
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"
Publisher
ieee
Conference_Titel
AFRICON, 2015
Electronic_ISBN
2153-0033
Type
conf
DOI
10.1109/AFRCON.2015.7331959
Filename
7331959
Link To Document