Title :
Multi-spectral demosaicing technique for single-sensor imaging
Author :
Aggarwal, Hemant Kumar ; Majumdar, Angshul
Author_Institution :
Indraprastha Inst. of Inf. Technol.-Delhi, New Delhi, India
Abstract :
A generic-filter array design have been proposed to capture multi-spectral images using hypothetical single-sensor multi-spectral cameras. The design idea is based on uniform sampling of intensity values from each band irrespective of spectral properties of any particular band. A reconstruction technique have also been proposed to linearly interpolate unknown intensity values of other bands at each pixel. Proposed technique was evaluated using two multispectral image datasets where one was of Landsat satellite and another was of cooled CCD camera Apogee Alta U260. Quantitative evaluation of the proposed technique was done using peak signal to noise ratio.
Keywords :
CCD image sensors; cameras; image reconstruction; image segmentation; interpolation; spectral analysis; Apogee Alta U260; Landsat satellite; cooled CCD camera; generic-filter array design; intensity value uniform sampling; linear interpolation; multispectral demosaicing technique; multispectral image capture; multispectral image dataset; peak signal to noise ratio; reconstruction technique; single-sensor imaging; single-sensor multispectral camera; spectral properties; Arrays; Cameras; Image reconstruction; Interpolation; PSNR; Remote sensing; Satellites;
Conference_Titel :
Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), 2013 Fourth National Conference on
Conference_Location :
Jodhpur
Print_ISBN :
978-1-4799-1586-6
DOI :
10.1109/NCVPRIPG.2013.6776236