Title :
Multispectral filter array and demosaicking for pathological images
Author :
Kazuma Shinoda;Shu Ogawa;Yudai Yanagi;Madoka Hasegawa;Shigeo Kato;Masahiro Ishikawa;Hideki Komagata;Naoki Kobayashi
Author_Institution :
Graduate School of Engineering, Utsunomiya University, Utsunomiya, Japan
Abstract :
A single-shot multispectral camera equipped with a filter array has the potential to promote a fast and low-cost multispectral imaging system. We focus on the design of a multispectral filter array and demosaicking in this paper and propose a pathology-specific multispectral imaging system. The spectral sensitivities and patterns of the filter array are optimized by using training data of real pathological tissues. The mosaicked image is demosaicked by considering the designed filter array. We show the effectiveness of the proposed imaging system by comparing the recovered spectrum and RGB image with conventional methods.
Keywords :
"Pathology","Optimization","Interpolation","Image color analysis","Multispectral imaging","Microscopy","L-band"
Conference_Titel :
Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2015 Asia-Pacific
DOI :
10.1109/APSIPA.2015.7415362