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| 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 |
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| 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 |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | VLD2014-78 DC2014-32 |
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| Conference Information | |
| Committee | VLD DC IPSJ-SLDM CPSY RECONF ICD CPM |
| Conference Date | 2014-11-26 - 2014-11-28 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | B-ConPlaza |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Design Gaia 2014 -New Field of VLSI Design- |
| Paper Information | |
| Registration To | VLD |
| Conference Code | 2014-11-VLD-DC-SLDM-CPSY-RECONF-ICD-CPM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Hardware Design of Type Identifier based on Support Vector Machine for Computer-Aided Diagnosis of Colorectal Endoscopic Images |
| Sub Title (in English) | |
| Keyword(1) | Colorectal Endoscopic Images |
| Keyword(2) | Computer-Aided Diagnosis (CAD) |
| Keyword(3) | Support Vector Machine (SVM) |
| Keyword(4) | Type identification |
| Keyword(5) | FPGA |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Takumi Okamoto |
| 1st Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 2nd Author's Name | Tetsushi Koide |
| 2nd Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 3rd Author's Name | Anh-Tuan Hoang |
| 3rd Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 4th Author's Name | Koki Sugi |
| 4th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 5th Author's Name | Tatsuya Shimizu |
| 5th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 6th Author's Name | Toru Tamaki |
| 6th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 7th Author's Name | Bisser Raytchev |
| 7th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 8th Author's Name | Kazufumi Kaneda |
| 8th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 9th Author's Name | Yoko Kominami |
| 9th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 10th Author's Name | Shigeto Yoshida |
| 10th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 11th Author's Name | Shinji Tanaka |
| 11th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
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| 13th Author's Affiliation | () |
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| 14th Author's Affiliation | () |
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| 15th Author's Affiliation | () |
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| 17th Author's Affiliation | () |
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| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2014-11-26 17:30:00 |
| Presentation Time | 25 minutes |
| Registration for | VLD |
| Paper # | VLD2014-78, DC2014-32 |
| Volume (vol) | vol.114 |
| Number (no) | no.328(VLD), no.329(DC) |
| Page | pp.39-44 |
| #Pages | 6 |
| Date of Issue | 2014-11-19 (VLD, DC) |
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