DocumentCode
3410212
Title
Optimal spectral sensitivity functions for a single-camera one-shot multispectral imaging system
Author
Monno, Yusuke ; Kitao, T. ; Tanaka, Mitsuru ; Okutomi, Masatoshi
Author_Institution
Tokyo Inst. of Technol., Tokyo, Japan
fYear
2012
fDate
Sept. 30 2012-Oct. 3 2012
Firstpage
2137
Lastpage
2140
Abstract
Multispectral imaging is highly demanded for precise color reproduction and for various computer vision applications. Recently, a single-camera one-shot multispectral imaging (SCOS) system that uses a single image sensor equipped with a multispectral filter array (MSFA) has been proposed. In this paper, we develop optimal spectral sensitivity functions (SSFs) for the SCOS system, in which multispectral image quality depends strongly on the performance of multispectral demosaicking. First, we propose a simple optimization algorithm that can incorporate a high-performance multispectral demosaicking algorithm. Then, we experimentally demonstrate that the optimized SSFs by our proposed algorithm improve the performance of spectral reflectance estimation and the accuracy of color reproduction.
Keywords
cameras; filtering theory; geophysical image processing; image colour analysis; image segmentation; image sensors; optimisation; MSFA; SCOS system; color reproduction; computer vision; high-performance multispectral demosaicking algorithm; multispectral filter array; multispectral image quality; optimal spectral sensitivity function; optimization algorithm; optimized SSF; single image sensor; single-camera one-shot multispectral imaging system; spectral reflectance estimation; Arrays; Estimation; Image color analysis; Lighting; Multispectral imaging; Optimization; Sensitivity; Multispectral demosaicking; multispectral filter array (MSFA); multispectral imaging; spectral sensitivity functions (SSFs);
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2012 19th IEEE International Conference on
Conference_Location
Orlando, FL
ISSN
1522-4880
Print_ISBN
978-1-4673-2534-9
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2012.6467315
Filename
6467315
Link To Document