| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2016-03-03 09:50 A Type Identification System Based on Support Vector Machine in Computer Aided Diagnosis for Colorectal Endoscopic Images Takumi Okamoto, Tetsushi Koide, Tatsuya Shimizu, Koki Sugi, Anh-Tuan Hoang, Hikaru Sato, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda (Hiroshima Univ.), Shigeto Yoshida, Hiroshi Mieno (Hiroshima General Hospital), Shinji Tanaka (Hiroshima Univ.)  MW2015-188 ICD2015-111 Link to ES Tech. Rep. Archives: MW2015-188 ICD2015-111 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper describes a type identification processing in our eCAD system for colorectal endoscopic Full HD images with Narrow Band Imaging (NBI) magnification findings. In order to make a clear presentation of an identified result of Full HD to clinical doctors by raster scanning, it is necessary to develop a computation method with hierarchical combination of multi Scan Window (SW) sizes. For these images that are easily miss-identified due to the local information, we suggest that they should be removed from the learning dataset as avoid the images. As a result the software simulation, verifies the increase identification performance, in which type A or type A ̅ identifier of SW size 60×60 pixel, in comparison with original learning dataset. We also confirm the increase type B or type C3 identifier with RBF kernel function. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Full HD Image Recognition / Computer-Aided Diagnosis (CAD) / Support Vector Machine (SVM) / Type identification / FPGA / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 477, ICD2015-111, pp. 85-90, March 2016. | |
| Paper # | ICD2015-111 | |
| Date of Issue | 2016-02-24 (MW, ICD) | |
| 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 | MW2015-188 ICD2015-111 Link to ES Tech. Rep. Archives: MW2015-188 ICD2015-111 |
|
| Conference Information | |
| Committee | ICD MW |
| Conference Date | 2016-03-02 - 2016-03-04 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hiroshima University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Microwave Integrated Circuit / Microwave Technologies |
| Paper Information | |
| Registration To | ICD |
| Conference Code | 2016-03-ICD-MW |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Type Identification System Based on Support Vector Machine in Computer Aided Diagnosis for Colorectal Endoscopic Images |
| Sub Title (in English) | |
| Keyword(1) | Full HD Image Recognition |
| 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 | Tatsuya Shimizu |
| 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 | Anh-Tuan Hoang |
| 5th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 6th Author's Name | Hikaru Sato |
| 6th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 7th Author's Name | Toru Tamaki |
| 7th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 8th Author's Name | Bisser Raytchev |
| 8th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 9th Author's Name | Kazufumi Kaneda |
| 9th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 10th Author's Name | Shigeto Yoshida |
| 10th Author's Affiliation | Hiroshima General Hospital (Hiroshima General Hospital) |
| 11th Author's Name | Hiroshi Mieno |
| 11th Author's Affiliation | Hiroshima General Hospital (Hiroshima General Hospital) |
| 12th Author's Name | Shinji Tanaka |
| 12th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 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 | 2016-03-03 09:50:00 |
| Presentation Time | 25 minutes |
| Registration for | ICD |
| Paper # | MW2015-188, ICD2015-111 |
| Volume (vol) | vol.115 |
| Number (no) | no.476(MW), no.477(ICD) |
| Page | pp.85-90 |
| #Pages | 6 |
| Date of Issue | 2016-02-24 (MW, ICD) |
[Return to Top Page]