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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

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Summary :

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.

Publication
IEICE TRANSACTIONS on Fundamentals Vol.E105-A No.1 pp.58-62
Publication Date
2022/01/01
Publicized
2021/07/08
Online ISSN
1745-1337
DOI
10.1587/transfun.2021EAL2044
Type of Manuscript
LETTER
Category
VLSI Design Technology and CAD

Authors

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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