DocumentCode :
2030613
Title :
Spatio-Spectral Color Filter Array Design for Enhanced Image Fidelity
Author :
Hirakawa, Keigo ; Wolfe, Patrick J.
Author_Institution :
Harvard Univ., Cambridge
Volume :
2
fYear :
2007
fDate :
Sept. 16 2007-Oct. 19 2007
Abstract :
In digital imaging applications, data are typically obtained via a spatial subsampling procedure implemented as a color filter array - a physical construction whereby only a single color representative is measured at each pixel location. Owing to the growing ubiquity of color imaging and display devices, much recent work has focused on the interplay between color filter array design and subsequent digital processing, including in particular the canonical spatio-chromatic reconstruction task known as demosaicking. Here we consider the problem of improved color filter array design, leading to enhanced image fidelity. We first analyze the limitations of the well-known Bayer pattern, currently most popular in industry. We then propose a framework for designing rectangular color filter arrays amenable to efficient and completely linear reconstruction, and provide examples of new patterns that enable improvements in reconstruction quality.
Keywords :
image colour analysis; image enhancement; image reconstruction; image sampling; optical filters; spatiotemporal phenomena; canonical spatio-chromatic reconstruction; demosaicking; digital imaging; image fidelity enhancement; image subsampling; rectangular spatio-spectral color filter array; Digital filters; Failure analysis; Frequency; Image analysis; Image color analysis; Image reconstruction; Image sampling; Lattices; Nonlinear filters; Pattern analysis; Image sensors; color measurement; image color analysis; image reconstruction; image sampling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location :
San Antonio, TX
ISSN :
1522-4880
Print_ISBN :
978-1-4244-1437-6
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2007.4379097
Filename :
4379097
Link To Document :
بازگشت