Presentation | 2013-11-08 The Real-time Type Classification Architecture for Colorectal Endoscopic Images with NBI Magnification Satoshi SHIGEMI, Tsubasa MISHIMA, Yoshimasa SAKASHITA, Anh-Tuan HOANG, Tetsushi KOIDE, Toru TAMAKI, Bisser RAYTCHEV, Kazufumi KANEDA, Yoko KOMINAMI, Rie MIYAKI, Taiji MATSUO, Shigeto YOSHIDA, 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, a hardware design of type identification module using Support Vector Machine (SVM) in CAD system for colorectal endoscopic images with narrow band imaging (NBI) magnification [1] is proposed for real-time processing of full high definition (Full HD) image (1920 × 1080 pixel). In addition, 2-step Identifier with SVM to realize a 3-class identification, which occupies small circuit area and achieves high accuracy, is proposed. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Support Vector Machine (SVM) / Colorectal Endoscopic Images / Computer-Aided Diagnosis (CAD) / FPGA |
Paper # | CPSY2013-44 |
Date of Issue |
Conference Information | |
Committee | CPSY |
---|---|
Conference Date | 2013/11/1(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | |
Vice Chair | |
Secretary | |
Assistant |
Paper Information | |
Registration To | Computer Systems (CPSY) |
---|---|
Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | The Real-time Type Classification Architecture for Colorectal Endoscopic Images with NBI Magnification |
Sub Title (in English) | |
Keyword(1) | Support Vector Machine (SVM) |
Keyword(2) | Colorectal Endoscopic Images |
Keyword(3) | Computer-Aided Diagnosis (CAD) |
Keyword(4) | FPGA |
1st Author's Name | Satoshi SHIGEMI |
1st Author's Affiliation | Research Institute for Nanodevice and Bio System (RNBS), Hiroshima University() |
2nd Author's Name | Tsubasa MISHIMA |
2nd Author's Affiliation | Research Institute for Nanodevice and Bio System (RNBS), Hiroshima University |
3rd Author's Name | Yoshimasa SAKASHITA |
3rd Author's Affiliation | Research Institute for Nanodevice and Bio System (RNBS), Hiroshima University |
4th Author's Name | Anh-Tuan HOANG |
4th Author's Affiliation | Research Institute for Nanodevice and Bio System (RNBS), Hiroshima University |
5th Author's Name | Tetsushi KOIDE |
5th Author's Affiliation | Research Institute for Nanodevice and Bio System (RNBS), Hiroshima University |
6th Author's Name | Toru TAMAKI |
6th Author's Affiliation | Graduate School of Engineering, Hiroshima University |
7th Author's Name | Bisser RAYTCHEV |
7th Author's Affiliation | Graduate School of Engineering, Hiroshima University |
8th Author's Name | Kazufumi KANEDA |
8th Author's Affiliation | Graduate School of Engineering, Hiroshima University |
9th Author's Name | Yoko KOMINAMI |
9th Author's Affiliation | Graduate School of Biomedical Sciences, Hiroshima University |
10th Author's Name | Rie MIYAKI |
10th Author's Affiliation | Graduate School of Biomedical Sciences, Hiroshima University |
11th Author's Name | Taiji MATSUO |
11th Author's Affiliation | Graduate School of Biomedical Sciences, Hiroshima University |
12th Author's Name | Shigeto YOSHIDA |
12th Author's Affiliation | Graduate School of Biomedical Sciences, Hiroshima University |
13th Author's Name | Shinji TANAKA |
13th Author's Affiliation | Graduate School of Biomedical Sciences, Hiroshima University |
Date | 2013-11-08 |
Paper # | CPSY2013-44 |
Volume (vol) | vol.113 |
Number (no) | 282 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |