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| Presentation | 2013-11-07 15:20 Image Segmentation for NBI Endoscopy Image Tsubasa Hirakawa, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Yoko Kominami, Rie Miyaki, Taiji Matsuo, Shigeto Yoshida, Shinji Tanaka (Hiroshima Univ.)  MI2013-53 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we propose a texture image segmentation method by using SVM posterior probabilities with a Markov Random Field (MRF) framework for colorectal NBI image. Although several types may exist in a image, current system recognize only a part of it. To recognize the whole of a image, we use an MRF model to segment into each class. The performance of our MRF model is demonstrated on NBI endoscopic image dataset. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | NBI Endoscopy / Support Vector Machine / Bag--of--Visual Words / Markov Random Fields / $alpha$-$beta$ swap Graph Cut / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 281, MI2013-53, pp. 39-43, Nov. 2013. | |
| Paper # | MI2013-53 | |
| Date of Issue | 2013-10-31 (MI) | |
| 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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | MI2013-53 |
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| Conference Information | |
| Committee | MI |
| Conference Date | 2013-11-07 - 2013-11-07 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | MI |
| Conference Code | 2013-11-MI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image Segmentation for NBI Endoscopy Image |
| Sub Title (in English) | |
| Keyword(1) | NBI Endoscopy |
| Keyword(2) | Support Vector Machine |
| Keyword(3) | Bag--of--Visual Words |
| Keyword(4) | Markov Random Fields |
| Keyword(5) | $alpha$-$beta$ swap Graph Cut |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Tsubasa Hirakawa |
| 1st Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 2nd Author's Name | Toru Tamaki |
| 2nd Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 3rd Author's Name | Bisser Raytchev |
| 3rd Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 4th Author's Name | Kazufumi Kaneda |
| 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 | Yoko Kominami |
| 6th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 7th Author's Name | Rie Miyaki |
| 7th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 8th Author's Name | Taiji Matsuo |
| 8th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 9th Author's Name | Shigeto Yoshida |
| 9th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 10th Author's Name | Shinji Tanaka |
| 10th Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
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| Speaker | 1 |
| Date Time | 2013-11-07 15:20:00 |
| Presentation Time | 30 |
| Registration for | MI |
| Paper # | IEICE-MI2013-53 |
| Volume (vol) | IEICE-113 |
| Number (no) | no.281 |
| Page | pp.39-43 |
| #Pages | IEICE-5 |
| Date of Issue | IEICE-MI-2013-10-31 |
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