| Presentation | 2014-11-26 Hardware Design of Type Identifier based on Support Vector Machine for Computer-Aided Diagnosis of Colorectal Endoscopic Images Takumi OKAMOTO, Tetsushi KOIDE, Anh-Tuan HOANG, Koki SUGI, Tatsuya SHIMIZU, Toru TAMAKI, Bisser RAYCHEV, Kazufumi KANEDA, Yoko KOMINAMI, Shigeto YOSHIDA, Shinji TANAKA, |
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| 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. This paper introduces our proposed FPGA architecture for type identification module for the above CAD system. The fixed point number representation is used for hardware resource reduction. The pipeline processing and massively parallel DSP combination are also used to reduce the computation time to less than one second for a frame, so as to process a Full HD image within real time (1～5 fps). |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Colorectal Endoscopic Images / Support Vector Machine (SVM) / Computer-Aided Diagnosis (CAD) / FPGA |
| Paper # | VLD2014-78,DC2014-32 |
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| Conference Information | |
| Committee | VLD |
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| Conference Date | 2014/11/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | VLSI Design Technologies (VLD) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Hardware Design of Type Identifier based on Support Vector Machine for Computer-Aided Diagnosis of Colorectal Endoscopic Images |
| Sub Title (in English) | |
| Keyword(1) | Colorectal Endoscopic Images |
| Keyword(2) | Support Vector Machine (SVM) |
| Keyword(3) | Computer-Aided Diagnosis (CAD) |
| Keyword(4) | FPGA |
| 1st Author's Name | Takumi OKAMOTO |
| 1st Author's Affiliation | Research Institute for Nanodevice and Bio System (RNBS), Hiroshima University() |
| 2nd Author's Name | Tetsushi KOIDE |
| 2nd Author's Affiliation | Research Institute for Nanodevice and Bio System (RNBS), Hiroshima University |
| 3rd Author's Name | Anh-Tuan HOANG |
| 3rd Author's Affiliation | Research Institute for Nanodevice and Bio System (RNBS), Hiroshima University |
| 4th Author's Name | Koki SUGI |
| 4th Author's Affiliation | Research Institute for Nanodevice and Bio System (RNBS), Hiroshima University |
| 5th Author's Name | Tatsuya SHIMIZU |
| 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:Research Institute for Nanodevice and Bio System (RNBS), Hiroshima University |
| 7th Author's Name | Bisser RAYCHEV |
| 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:Research Institute for Nanodevice and Bio System (RNBS), Hiroshima University |
| 9th Author's Name | Yoko KOMINAMI |
| 9th Author's Affiliation | Graduate School of Biomedical Sciences, Hiroshima University |
| 10th Author's Name | Shigeto YOSHIDA |
| 10th Author's Affiliation | Graduate School of Biomedical Sciences, Hiroshima University:Graduate School of Biomedical Sciences, Hiroshima University:Research Institute for Nanodevice and Bio System (RNBS), Hiroshima University |
| 11th Author's Name | Shinji TANAKA |
| 11th Author's Affiliation | Graduate School of Biomedical Sciences, Hiroshima University:Graduate School of Biomedical Sciences, Hiroshima University |
| Date | 2014-11-26 |
| Paper # | VLD2014-78,DC2014-32 |
| Volume (vol) | vol.114 |
| Number (no) | 328 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |