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| Presentation | 2013-11-08 10:50 The Real-time Type Classification Architecture for Colorectal Endoscopic Images with NBI Magnification Satoshi Shigemi, Tsubasa Mishima, Yoshimasa Sakashita, Anh-Tuan Hoang, Tetsushi Koide, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Yoko Kominami, Rie Miyaki, Taiji Matsuo, Shigeto Yoshida, Shinji Tanaka (Hiroshima Univ.)  CPSY2013-44 |
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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. In this paper, a hardware design of type identification module using Support Vector Machine (SVM) in CAD system for colorectal endoscopic images with narrow band imaging (NBI) magnification [1] is proposed for real-time processing of full high definition (Full HD) image (1920 x 1080 pixel). In addition, 2-step Identifier with SVM to realize a 3-class identification, which occupies small circuit area and achieves high accuracy, is proposed. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Support Vector Machine (SVM) / Colorectal Endoscopic Images / Computer-Aided Diagnosis (CAD) / FPGA / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 282, CPSY2013-44, pp. 31-36, Nov. 2013. | |
| Paper # | CPSY2013-44 | |
| Date of Issue | 2013-11-01 (CPSY) | |
| 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 | CPSY2013-44 |
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| Conference Information | |
| Committee | CPSY |
| Conference Date | 2013-11-08 - 2013-11-08 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | CPSY |
| Conference Code | 2013-11-CPSY |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | The Real-time Type Classification Architecture for Colorectal Endoscopic Images with NBI Magnification |
| Sub Title (in English) | |
| Keyword(1) | Support Vector Machine (SVM) |
| Keyword(2) | Colorectal Endoscopic Images |
| Keyword(3) | Computer-Aided Diagnosis (CAD) |
| Keyword(4) | FPGA |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Satoshi Shigemi |
| 1st Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 2nd Author's Name | Tsubasa Mishima |
| 2nd Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 3rd Author's Name | Yoshimasa Sakashita |
| 3rd Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 4th Author's Name | Anh-Tuan Hoang |
| 4th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 5th Author's Name | Tetsushi Koide |
| 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 | Rie Miyaki |
| 10th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 11th Author's Name | Taiji Matsuo |
| 11th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 12th Author's Name | Shigeto Yoshida |
| 12th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 13th Author's Name | Shinji Tanaka |
| 13th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2013-11-08 10:50:00 |
| Presentation Time | 20 minutes |
| Registration for | CPSY |
| Paper # | CPSY2013-44 |
| Volume (vol) | vol.113 |
| Number (no) | no.282 |
| Page | pp.31-36 |
| #Pages | 6 |
| Date of Issue | 2013-11-01 (CPSY) |
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