FPGA implementation of type identifier for colorectal endoscopie images with NBI magnification | IEEE Conference Publication | IEEE Xplore

FPGA implementation of type identifier for colorectal endoscopie images with NBI magnification


Abstract:

With the increase of colorectal cancer patients in recent years, the needs of quantitative evaluation of colorectal cancer are increased, and the computer-aided diagnosis...Show More

Abstract:

With the increase of colorectal cancer patients in recent years, the needs of quantitative evaluation of colorectal cancer are increased, and the computer-aided diagnosis (CAD) system which supports doctor's diagnosis is essential. In this paper, a hardware design of type identification module in CAD system for colorectal endoscopie images with narrow band imaging (NBI) magnification [1] is proposed for real-time processing of full high definition (Full HD) image (1920 × 1080 pixel). In this paper, 2-step Identifier with SVM to realize a 3-class identification, which occupies small circuit area and achieves high accuracy, is proposed.
Date of Conference: 17-20 November 2014
Date Added to IEEE Xplore: 09 February 2015
Electronic ISBN:978-1-4799-5230-4
Conference Location: Ishigaki, Japan

References

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