Boundary-aware feature and prediction refinement for polyp segmentation

Polyp segmentation from colonoscopy videos is an essential task in medical image processing for detecting early cancer. However, segmenting a precise boundary is still challenging, even with powerful deep neural networks. We consider the difficulty can be caused by: (1) the ambiguity boundary and (2...

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Bibliographic Details

Published in:	Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization Vol. 11; no. 4; pp. 1187 - 1196
Main Authors:	Qiu, Jie, Hayashi, Yuichiro, Oda, Masahiro, Kitasaka, Takayuki, Mori, Kensaku
Format:	Journal Article
Language:	English Japanese
Published:	Taylor & Francis 04.07.2023 Informa UK Limited
Subjects:	boundary-aware consistency learning Polyp segmentation
ISSN:	2168-1163, 2168-1171
Online Access:	Get full text
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