DocumentCode
2747239
Title
A low-cost, real-time, hardware-based image demosaicking algorithm
Author
Karloff, Anthony ; Muscedere, Roberto
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Windsor, Windsor, ON, Canada
fYear
2009
fDate
7-9 June 2009
Firstpage
146
Lastpage
150
Abstract
This paper presents a real-time, highly cost-effective approach to image demosaicking targeted specifically for high-speed and compact hardware implementation. Many existing demosaicking methods require multiple iterations of processing and complex calculations which are not suitable for high throughput or compact applications. The proposed method focuses on simplifying the demosaicking process to reduce computational complexity, preserve final image quality and foremost reduce memory requirements by removing the need to buffer large areas of the image for processing. A hardware architecture for the proposed method is outlined and compared to other methods targeted for hardware realization with greatly reduced memory usage, improved image quality and speed.
Keywords
CMOS image sensors; computational complexity; image segmentation; CMOS imaging sensors; computational complexity; hardware-based image demosaicking algorithm; image quality; memory requirements; multiple iterations; CMOS image sensors; Color; Computational complexity; Hardware; Image quality; Image reconstruction; Image sensors; Interpolation; Pixel; Sensor arrays;
fLanguage
English
Publisher
ieee
Conference_Titel
Electro/Information Technology, 2009. eit '09. IEEE International Conference on
Conference_Location
Windsor, ON
Print_ISBN
978-1-4244-3354-4
Electronic_ISBN
978-1-4244-3355-1
Type
conf
DOI
10.1109/EIT.2009.5189599
Filename
5189599
Link To Document