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| Paper Abstract and Keywords | ||
| Presentation | 2015-12-03 09:20 Architecture of Bottom-up Feature Construction for Robust Computer-Aided Diagnosis System Koki Sugi, Tetsushi Koide, Tatsuya Shimizu, Takumi Okamoto, Anh-Tuan Hoang, Hikaru Sato, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda (Hiroshima Univ.), Shigeto Toshida, Hiroshi Mieno (Hiroshima General Hospital), Shinji Tanaka (Hiroshima Univ.)  RECONF2015-56 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper describes a feature transformation processing in our eCAD system for colorectal endoscopic Full HD images with Narrow Band Imaging (NBI) magnification. It transforms the extracted D-SIFT features from colorectal endoscopic images to Visual Word (VW) histogram. In order to clearly show an identified result of Full HD to doctors, it is necessary to develop a computation method which hierarchical combination of multi Scan Window (SW) sizes. Implementation of a real-time Computer-Aided Diagnosis (CAD) system is difficult if the conventional feature transformation method, which separately computes each SW sizes is used. We propose a high speed and robust VW histogram transformation method by combination of Unit Window (UW). | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Full HD Image Recognition / Computer-Aided Diagnosis (CAD) / D-SIFT Feature / Visual Word / Hierarchical Recognition / FPGA / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 343, RECONF2015-56, pp. 45-50, Dec. 2015. | |
| Paper # | RECONF2015-56 | |
| Date of Issue | 2015-11-24 (RECONF) | |
| 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 | RECONF2015-56 |
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| Conference Information | |
| Committee | VLD DC IPSJ-SLDM CPSY RECONF ICD CPM |
| Conference Date | 2015-12-01 - 2015-12-03 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nagasaki Kinro Fukushi Kaikan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Design Gaia 2015 -New Field of VLSI Design- |
| Paper Information | |
| Registration To | RECONF |
| Conference Code | 2015-12-VLD-DC-SLDM-CPSY-RECONF-ICD-CPM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Architecture of Bottom-up Feature Construction for Robust Computer-Aided Diagnosis System |
| Sub Title (in English) | |
| Keyword(1) | Full HD Image Recognition |
| Keyword(2) | Computer-Aided Diagnosis (CAD) |
| Keyword(3) | D-SIFT Feature |
| Keyword(4) | Visual Word |
| Keyword(5) | Hierarchical Recognition |
| Keyword(6) | FPGA |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Koki Sugi |
| 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 | Takumi Okamoto |
| 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 Toshida |
| 10th Author's Affiliation | Hiroshima General Hospital of West Japan Railway Company (Hiroshima General Hospital) |
| 11th Author's Name | Hiroshi Mieno |
| 11th Author's Affiliation | Hiroshima General Hospital of West Japan Railway Company (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 | 2015-12-03 09:20:00 |
| Presentation Time | 25 minutes |
| Registration for | RECONF |
| Paper # | RECONF2015-56 |
| Volume (vol) | vol.115 |
| Number (no) | no.343 |
| Page | pp.45-50 |
| #Pages | 6 |
| Date of Issue | 2015-11-24 (RECONF) |
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