Title :
A cardinal-direction quincunx based interpolation technique with non-uniform inter-plane weighting for bayer CFA demosaicking
Author :
Wachira, Kinyua ; Mwangi, Elijah
Author_Institution :
Sch. of Eng., Univ. of Nairobi, Nairobi, Kenya
Abstract :
This paper presents a new weighted interpolation technique to address the Bayer Color Filter Array (CFA) demosaicking problem. The proposed technique provides two contributions that have not been reported in conventional interpolation methods. Firstly, it exploits the quincuncial nature of the green component of the Bayer CFA. The second contribution treats each of the three planes or lattices of the CFA mosaic as distinct and is weighted uniquely. The proposed technique is compared with other interpolation-based demosaicking algorithms and a significant improvement in performance has been noted through experimental results. In addition, to provide objectivity in analysis, three test measures have been used - CPSNR, CIELAB and CIEDE2000.
Keywords :
image colour analysis; image reconstruction; interpolation; optical filters; Bayer CFA demosaicking problem; Bayer color filter array demosaicking problem; CIEDE2000 test measure; CIELAB test measure; CPSNR test measure; cardinal-direction quincunx-based interpolation technique; green component; interpolation-based demosaicking algorithm; nonuniform interplane weighting; quincuncial nature; weighted interpolation technique; Arrays; Bismuth; Cameras; Color; Complexity theory; Image color analysis; Interpolation; Demosaicking; inter-plane weighting; negative contributors; positive contributors; quincunx;
Conference_Titel :
Signal Processing, Informatics, Communication and Energy Systems (SPICES), 2015 IEEE International Conference on
Conference_Location :
Kozhikode
DOI :
10.1109/SPICES.2015.7091363