2013 Fiscal Year Final Research Report
Study on a functional memory-based VLSI system to grow and adapt to the environment
| Project/Area Number |
23560400
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Electron device/Electronic equipment
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| Research Institution | Hiroshima University |
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Principal Investigator |
KOIDE Tetsushi 広島大学, ナノデバイス・バイオ融合科学研究所, 准教授 (30243596)
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| Project Period (FY) |
2011 – 2013
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| Keywords | 特徴量抽出 / 特徴量学習 / サポートベクターマシン（SVM） / 画像処理 / 集積回路 / アーキテクチャ / FPGA / ソフトウェア／ハードウェア協調設計 |
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| Research Abstract |
In this study, we discussed feature extraction, feature transformation, adaptive learning and recognition for specific applications. The proposed fundamental technologies for the above subjects were applied to several image processing applications. We also developed new algorithms and architecture designs and implemented them in the software and hardware co-design system. We selected several real time image processing applications which include vehicle detection, speed sign detection, and lean detection on the intelligent vehicle system. So as to develop the adaptive learning algorithm and architecture, we researched the support vector machine based adaptive learning system and applied the proposed system to the medical image processing system with computer aided diagnosis.
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[Journal Article] Quantitative identification of mucosal gastric cancer under magnifying endoscopy with flexible spectral imaging color enhancement2013
Author(s)
R. Miyaki, S. Yoshida, S. Tanaka, Y. Kominami, Y. Sanomura, T. Matsuo, S. Oka, B. Raytchev, T. Tamaki, T. Koide, K. Kaneda, M. Yoshihara, K. Chayama
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Journal Title
Journal of Gastroenterology and Hepatology
Volume: Vol. 28
Pages: 841-847
DOI
Peer Reviewed
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[Journal Article] A Scalable Massively Parallel Processor for Real-Time Image Processing2011
Author(s)
T. Kurafuji, M. Haraguchi, M. Nakajima, T. Nishijima, T. Tanizaki, H. Yamasaki, T. Sugimura, Y. Imai,M. Ishizaki, T. Kumaki, K. Murata, K. Yoshida, E. Shimomura, H. Noda, Y. Okuno, S. Kamijo, T. Koide, H.J. Mattausch, K.Arimoto
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Journal Title
IEEE JOURNAL OF SOLID-STATE CIRCUITS
Volume: Vol.46, No.10
Pages: 2363-2373
Peer Reviewed
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[Presentation] Usefulness of magnifying endoscopy with Blue LASER Imaging for diagnosis of early gastric cancer2013
Author(s)
R. Miyaki, S. Yoshida, S. Tanaka, Y. Kominami, Y. Sanomura, T. Matsuo, S. Oka, Tsubasa Hirakawa, B. Raytchev, T. Tamaki, T. Mishima, S. Shigemi, T. Koide, K. Kaneda, M. Yoshihara, K. Chayama
Organizer
American Society for Gastrointestinal Endoscopy (ASGE)
Place of Presentation
San Diego, USA
Year and Date
20131029-30
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[Presentation] Quantitative analysis of NBI magnifying colonoscopy images based on Bag-of-Features for diagnosis of colorectal tumors2013
Author(s)
Y. Kominami, S. Yoshida, S. Tanaka, R. Miyaki, Y. Sanomura, T. Matsuo, Hiroyuki Kanao, S. Oka, Tsubasa Hirakawa, T. Mishima, S. Shigemi, B. Raytchev, T. Tamaki, T. Koide, K. Kaneda, K. Chayama
Organizer
American Society for Gastrointestinal Endoscopy
Place of Presentation
Orlando, USA
Year and Date
20130518-21
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[Presentation] COMPUTER AIDED DIAGNOSIS SYSTEM FOR PREDICTING MUCOSAL GASTRIC CANCER UNDER MAGNIFYING ENDOSCOPY WITH FLEXIBLE SPECTRAL IMAGING COLOR ENHANCEMENT2012
Author(s)
S. Yoshida, R. Miyaki, S. Tanaka, Y. Kominami, T. Matsuo, Y. Sanomura, S. Oka, T. Tamaki, B. Raytchev, K. Kaneda, T. Koide, M. Yoshihara, K. Chayama, S. Yoshida, R. Miyaki, S. Tanaka, Y. Kominami, T. Matsuo, Y. Sanomura, S. Oka, T. Tamaki, B. Raytchev, K. Kaneda, T. Koide, M. Yoshihara, K. Chayama
Organizer
UEG Week Amsterdam 2012 (UEGWEEK2012)
Place of Presentation
RAI, Amsterdam, Netherlands
Year and Date
2012-10-24
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