| Presentation | 2015-06-19 A Classification Hardware with Hierarchical Multiple Scan Window Sizes for Colorectal Endoscopic Diagnosis Takumi Okamoto, Tetsushi Koide, Tatsuya Shimizu, Koki Sugi, Anh-Tuan Hoang, Hikaru Satoh, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | With the increase of colorectal cancer patients in recent years, the needs of quantitative evaluation of colorectal cancer are increased, and the Computer-Aided Diagnosis (CAD) system which supports doctor's diagnosis is essential. In this paper, we introduce a SVM hardware architecture for CAD system for colorectal endoscopic images with NBI magnification findings. Additionally, we also introduce a consideration of parallel degree which can compute a pyramid style SVM with multi-SVMs for effective diagnosis image segmentation in parallel. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Colorectal Endoscopic Images / Computer-Aided Diagnosis (CAD) / Narrow Band Imaging (NBI) / Support Vector Machine (SVM) / Type Identification / FPGA Implementation |
| Paper # | RECONF2015-5 |
| Date of Issue | 2015-06-12 (RECONF) |
| Conference Information | |
| Committee | RECONF |
|---|---|
| Conference Date | 2015/6/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | the 10th anniversary celebration of RECONF: Reconfigurable Systems, etc. |
| Chair | Minoru Watanabe(Shizuoka Univ.) |
| Vice Chair | Masato Motomura(Hokkaido Univ.) / Yuichiro Shibata(Nagasaki Univ.) |
| Secretary | Masato Motomura(Toshiba) / Yuichiro Shibata(Univ. of Tsukuba) |
| Assistant | Kazuya Tanikagawa(Hiroshima City Univ.) / Takefumi Miyoshi(e-trees.Japan) |
| Paper Information | |
| Registration To | Technical Committee on Reconfigurable Systems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Classification Hardware with Hierarchical Multiple Scan Window Sizes for Colorectal Endoscopic Diagnosis |
| Sub Title (in English) | |
| Keyword(1) | Colorectal Endoscopic Images |
| Keyword(2) | Computer-Aided Diagnosis (CAD) |
| Keyword(3) | Narrow Band Imaging (NBI) |
| Keyword(4) | Support Vector Machine (SVM) |
| Keyword(5) | Type Identification |
| Keyword(6) | FPGA Implementation |
| 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 Satoh |
| 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 of West Japan Railway Company(Hiroshima General Hospital of West Japan Railway Company) |
| 11th Author's Name | Hiroshi Mieno |
| 11th Author's Affiliation | Hiroshima General Hospital of West Japan Railway Company(Hiroshima General Hospital of West Japan Railway Company) |
| 12th Author's Name | Shinji Tanaka |
| 12th Author's Affiliation | Hiroshima University(Hiroshima Univ.) |
| Date | 2015-06-19 |
| Paper # | RECONF2015-5 |
| Volume (vol) | vol.115 |
| Number (no) | RECONF-109 |
| Page | pp.pp.23-28(RECONF), |
| #Pages | 6 |
| Date of Issue | 2015-06-12 (RECONF) |