The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
본 논문은 실시간 내시경 영상을 이용한 대장종양 CAD 시스템에서 불분명한 영역을 자동으로 검출할 수 있는 가능성에 대한 검토 결과를 제시한다. 맞춤형 임베디드 DSP 코어에서 YOLO2에 의한 불분명한 영역 감지와 AlexNet 및 SVM에 의한 분류로 구성된 명확한 영역의 탐색 기능을 갖춘 CAD 시스템을 구현하는 것이 가능함을 확인했습니다. 또한, 맞춤형 임베디드 DSP 코어를 사용하는 저전력 ASIC을 통해 실시간 CAD 시스템을 구축할 수 있음을 확인했습니다.
Masayuki ODAGAWA
Hiroshima University,Cadence Design Systems Japan
Tetsushi KOIDE
Hiroshima University
Toru TAMAKI
Nagoya Institute of Technology
Shigeto YOSHIDA
Medical Corporation JR Hiroshima Hospital
Hiroshi MIENO
Medical Corporation JR Hiroshima Hospital
Shinji TANAKA
Hiroshima University
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Masayuki ODAGAWA, Tetsushi KOIDE, Toru TAMAKI, Shigeto YOSHIDA, Hiroshi MIENO, Shinji TANAKA, "Feasibility Study for Computer-Aided Diagnosis System with Navigation Function of Clear Region for Real-Time Endoscopic Video Image on Customizable Embedded DSP Cores" in IEICE TRANSACTIONS on Fundamentals,
vol. E105-A, no. 1, pp. 58-62, January 2022, doi: 10.1587/transfun.2021EAL2044.
Abstract: This paper presents examination result of possibility for automatic unclear region detection in the CAD system for colorectal tumor with real time endoscopic video image. We confirmed that it is possible to realize the CAD system with navigation function of clear region which consists of unclear region detection by YOLO2 and classification by AlexNet and SVMs on customizable embedded DSP cores. Moreover, we confirmed the real time CAD system can be constructed by a low power ASIC using customizable embedded DSP cores.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.2021EAL2044/_p
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@ARTICLE{e105-a_1_58,
author={Masayuki ODAGAWA, Tetsushi KOIDE, Toru TAMAKI, Shigeto YOSHIDA, Hiroshi MIENO, Shinji TANAKA, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Feasibility Study for Computer-Aided Diagnosis System with Navigation Function of Clear Region for Real-Time Endoscopic Video Image on Customizable Embedded DSP Cores},
year={2022},
volume={E105-A},
number={1},
pages={58-62},
abstract={This paper presents examination result of possibility for automatic unclear region detection in the CAD system for colorectal tumor with real time endoscopic video image. We confirmed that it is possible to realize the CAD system with navigation function of clear region which consists of unclear region detection by YOLO2 and classification by AlexNet and SVMs on customizable embedded DSP cores. Moreover, we confirmed the real time CAD system can be constructed by a low power ASIC using customizable embedded DSP cores.},
keywords={},
doi={10.1587/transfun.2021EAL2044},
ISSN={1745-1337},
month={January},}
부
TY - JOUR
TI - Feasibility Study for Computer-Aided Diagnosis System with Navigation Function of Clear Region for Real-Time Endoscopic Video Image on Customizable Embedded DSP Cores
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 58
EP - 62
AU - Masayuki ODAGAWA
AU - Tetsushi KOIDE
AU - Toru TAMAKI
AU - Shigeto YOSHIDA
AU - Hiroshi MIENO
AU - Shinji TANAKA
PY - 2022
DO - 10.1587/transfun.2021EAL2044
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E105-A
IS - 1
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - January 2022
AB - This paper presents examination result of possibility for automatic unclear region detection in the CAD system for colorectal tumor with real time endoscopic video image. We confirmed that it is possible to realize the CAD system with navigation function of clear region which consists of unclear region detection by YOLO2 and classification by AlexNet and SVMs on customizable embedded DSP cores. Moreover, we confirmed the real time CAD system can be constructed by a low power ASIC using customizable embedded DSP cores.
ER -