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, |
---|---|
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 |
---|---|
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 |
---|---|
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) |