論文

査読有り 招待有り
2018年

Shape recovery of polyp from endoscope image using blood vessel information

Studies in Computational Intelligence
  • Yuji Iwahori
  • ,
  • Tomoya Suda
  • ,
  • Kenji Funahashi
  • ,
  • Hiroyasu Usami
  • ,
  • Aili Wang
  • ,
  • M. K. Bhuyan
  • ,
  • Kunio Kasugai

726
開始ページ
165
終了ページ
184
記述言語
英語
掲載種別
研究論文(学術雑誌)
DOI
10.1007/978-3-319-63618-4_13
出版者・発行元
Springer Verlag

Endoscope is used to remove the polyp in themedical diagnosis. Absolute size of polyp has been usually estimated by medical doctor with their empirical judgement using endoscope. However this estimation depends on the experience and skill of medical doctor and it is sometimes necessary to use the medical thread with known size for estimating the size of polyp. This paper aims to help medical doctor by proposing a new approach to estimate the size and 3D shape of polyp as a medical supporting system. This proposed approach uses blood vessel as a target with a known size to estimate the absolute size of polyp. Using sequential two images make it possible to estimate the movement of endoscope and reflectance parameter. The idea of using blood vessel is the key idea of this paper, where color information, labeling, morphology processing are used estimate the size and 3D shape of polyp as a final goal. Experiments with endoscope images are demonstrated to evaluate the validity of proposed approach.

リンク情報
DOI
https://doi.org/10.1007/978-3-319-63618-4_13
ID情報
  • DOI : 10.1007/978-3-319-63618-4_13
  • ISSN : 1860-949X
  • SCOPUS ID : 85026286409

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