Paper Abstract and Keywords |
Presentation |
2014-11-26 17:30
Hardware Design of Type Identifier based on Support Vector Machine for Computer-Aided Diagnosis of Colorectal Endoscopic Images Takumi Okamoto, Tetsushi Koide, Anh-Tuan Hoang, Koki Sugi, Tatsuya Shimizu, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Yoko Kominami, Shigeto Yoshida, Shinji Tanaka (Hiroshima Univ.) VLD2014-78 DC2014-32 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
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. This paper introduces our proposed FPGA architecture for type identification module for the above CAD system. The fixed point number representation is used for hardware resource reduction. The pipeline processing and massively parallel DSP combination are also used to reduce the computation time to less than one second for a frame, so as to process a Full HD image within real time (1~5 fps). |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Colorectal Endoscopic Images / Computer-Aided Diagnosis (CAD) / Support Vector Machine (SVM) / Type identification / FPGA / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 328, VLD2014-78, pp. 39-44, Nov. 2014. |
Paper # |
VLD2014-78 |
Date of Issue |
2014-11-19 (VLD, DC) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
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VLD2014-78 DC2014-32 |
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