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| Presentation | 2008-01-25 15:45 [Poster Presentation] The Segmentation Method for the Boundary Detection of Lesion Area Using a Levelset Method based on Real-Coded Genetic Algorithm Junho Cha, Toshihiro Nishimura (Waseda Univ.)  MBE2007-95 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | When the doctor does diagnosis, the quality of ultrasound images is poor to recognize the lesion area because of effects on poor contrast, blurred edges, etc. The purpose is to reduce noises and edge detection in ultrasound image. In this paper, the border curve in edge segmentation is represented by using the level set method to detect the tumor region of human liver on the ultrasound image. We preprocessed the image by using a real-coded genetic algorithm (RCGA) based on speckle reducing anisotropic diffusion (SRAD). As the result, we confirm to get the dominant segmented image which has more distinctive and smooth character than images which are used previously. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Real-Coded Genetic Algorithm / SRAD / Levelset Method / Image Segmentation / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 107, no. 460, MBE2007-95, pp. 63-66, Jan. 2008. | |
| Paper # | MBE2007-95 | |
| Date of Issue | 2008-01-18 (MBE) | |
| 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 | MBE2007-95 |
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| Conference Information | |
| Committee | MBE |
| Conference Date | 2008-01-25 - 2008-01-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | MBE |
| Conference Code | 2008-01-MBE |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | The Segmentation Method for the Boundary Detection of Lesion Area Using a Levelset Method based on Real-Coded Genetic Algorithm |
| Sub Title (in English) | |
| Keyword(1) | Real-Coded Genetic Algorithm |
| Keyword(2) | SRAD |
| Keyword(3) | Levelset Method |
| Keyword(4) | Image Segmentation |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Junho Cha |
| 1st Author's Affiliation | Waseda University (Waseda Univ.) |
| 2nd Author's Name | Toshihiro Nishimura |
| 2nd Author's Affiliation | Waseda University (Waseda Univ.) |
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| Speaker | Author-1 |
| Date Time | 2008-01-25 15:45:00 |
| Presentation Time | 5 minutes |
| Registration for | MBE |
| Paper # | MBE2007-95 |
| Volume (vol) | vol.107 |
| Number (no) | no.460 |
| Page | pp.63-66 |
| #Pages | 4 |
| Date of Issue | 2008-01-18 (MBE) |
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