Automatic Colon Polyp Detection Using Region Based Deep CNN and Post Learning Approaches

Automatic image detection of colonic polyps is still an unsolved problem due to the large variation of polyps in terms of shape, texture, size, and color, and the existence of various polyp-like mimics during colonoscopy. In this paper, we apply a recent region-based convolutional neural network (CN...

Popoln opis

Bibliografske podrobnosti

Principais autores:	Younghak Shin, Hemin Ali Qadir, Lars Aabakken, Jacob Bergsland, Ilangko Balasingham
Format:	Artigo
Jezik:	Inglês
Izdano:	IEEE 2018-01-01
Serija:	IEEE Access
Teme:	Colonoscopy convolutional neural network image augmentation polyp detection region proposal network transfer learning
Online dostop:	https://ieeexplore.ieee.org/document/8416731/
Oznake:	Označite Brez oznak, prvi označite!