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Paper Abstract and Keywords
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
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
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)
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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  
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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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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