Feasibility Study for Computer-Aided Diagnosis System with Navigation Function of Clear Region for Real-Time Endoscopic Video Image on Customizable Embedded DSP Cores

Masayuki ODAGAWA; Tetsushi KOIDE; Toru TAMAKI; Shigeto YOSHIDA; Hiroshi MIENO; Shinji TANAKA

doi:10.1587/transfun.2021EAL2044

Regular Section

Feasibility Study for Computer-Aided Diagnosis System with Navigation Function of Clear Region for Real-Time Endoscopic Video Image on Customizable Embedded DSP Cores

Masayuki ODAGAWA, Tetsushi KOIDE, Toru TAMAKI, Shigeto YOSHIDA, Hiroshi MIENO, Shinji TANAKA

著者情報

キーワード: medical image/video processing, computer-aided diagnosis system (CAD), navigation function, convolutional neural network (CNN), support vector machine (SVM), customizable embedded digital signal processor (DSP)

ジャーナル認証あり

2022 年 E105.A 巻 1 号 p. 58-62

DOI https://doi.org/10.1587/transfun.2021EAL2044

Browse “Advance online publication” version

詳細

抄録

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.

責任著者(Corresponding author)

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