| Presentation | 2015-12-03 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, Shigeto Toshida, Hiroshi Mieno, Shinji Tanaka, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Full HD Image Recognition / Computer-Aided Diagnosis (CAD) / D-SIFT Feature / Visual Word / Hierarchical Recognition / FPGA |
| Paper # | RECONF2015-56 |
| Date of Issue | 2015-11-24 (RECONF) |
| Conference Information | |
| Committee | VLD / DC / IPSJ-SLDM / CPSY / RECONF / ICD / CPM |
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| Conference Date | 2015/12/1(3days) |
| 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- |
| Chair | Yusuke Matsunaga(Kyushu Univ.) / Nobuyasu Kanekawa(Hitachi) / Masahiro Fukui(Ritsumeikan Univ.) / Yasuhiko Nakashima(NAIST) / Minoru Watanabe(Shizuoka Univ.) / Minoru Fujishima(Hiroshima Univ.) / Satoru Noge(Numazu National College of Tech.) |
| Vice Chair | Takashi Takenana(NEC) / Michiko Inoue(NAIST) / / Koji Nakano(Hiroshima Univ.) / Hidetsugu Irie(Univ. of Tokyo) / Masato Motomura(Hokkaido Univ.) / Yuichiro Shibata(Nagasaki Univ.) / Hideto Hidaka(Renesas) / Fumihiko Hirose(Yamagata Univ.) |
| Secretary | Takashi Takenana(Ritsumeikan Univ.) / Michiko Inoue(Fujitsu Labs.) / (RTRI) / Koji Nakano(Kyoto Sangyo Univ.) / Hidetsugu Irie(Sharp) / Masato Motomura(Kitakyushu City Univ.) / Yuichiro Shibata(Toshiba) / Hideto Hidaka(Fujitsu Labs.) / Fumihiko Hirose(NII) |
| Assistant | Ittetsu Taniguchi(Ritsumeikan Univ.) / / / Shinya Takameda(NAIST) / Takeshi Ohkawa(Utsunomiya Univ.) / Kazuya Tanikagawa(Hiroshima City Univ.) / Takefumi Miyoshi(e-trees.Japan) / Makoto Takamiya(Univ. of Tokyo) / Hiroe Iwasaki(NTT) / Takashi Hashimoto(Panasonic) / Hiroyuki Ito(Tokyo Inst. of Tech.) / Pham Konkuha(Univ. of Electro-Comm.) / Takashi Sakamoto(NTT) / Yuichi Nakamura(Toyohashi Univ. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on VLSI Design Technologies / Technical Committee on Dependable Computing / Special Interest Group on System and LSI Design Methodology / Technical Committee on Computer Systems / Technical Committee on Reconfigurable Systems / Technical Committee on Integrated Circuits and Devices / Technical Committee on Component Parts and Materials |
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| Language | JPN |
| 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 |
| 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.) |
| Date | 2015-12-03 |
| Paper # | RECONF2015-56 |
| Volume (vol) | vol.115 |
| Number (no) | RECONF-343 |
| Page | pp.pp.45-50(RECONF), |
| #Pages | 6 |
| Date of Issue | 2015-11-24 (RECONF) |