Title :
Multispectral demosaicking algorithm based on inter-channel correlation
Author :
Mizutani, Junya ; Ogawa, Shu ; Shinoda, Kazuma ; Hasegawa, Madoka ; Kato, Shigeo
Author_Institution :
Interdiscipl. Grad. Sch. of Sci. & Eng., Tokyo Inst. of Technol., Tokyo, Japan
Abstract :
Conventional RGB image acquisition employs an image capturing system that utilizes color filter array (CFA) technology; however, it is limited in its ability to represent visible colors. Multispectral imaging based on filter array architecture is required for general image capturing because of its exquisite color representation system. However, it has several issues associated with spatial and spectral resolution. In this paper, we propose a new demosaicking method that improves reconstructed image quality by considering inter-channel correlation. Our proposed method strengthens the cross-correlation of demosaicked channels by repeating interpolations. Experimental results show that our proposed method generates better quality reconstructed images than conventional methods.
Keywords :
adjacent channel interference; correlation methods; image capture; image colour analysis; image denoising; image reconstruction; image representation; image resolution; interpolation; optical filters; visible spectra; CFA interpolation; Multispectral demosaicking algorithm; RGB image acquisition; color filter array architecture; color representation system; demosaicking method; interchannel correlation; spatial resolution; spectral resolution quality; Arrays; Cameras; Correlation; Image color analysis; Image reconstruction; Interpolation; Optical filters; color difference; inter-channel correlation; multispectral demosaicking; multispectral filter array; spectral correlation;
Conference_Titel :
Visual Communications and Image Processing Conference, 2014 IEEE
DOI :
10.1109/VCIP.2014.7051609