Local Feature Matters: Cascade Multi-scale MLP for Edge Segmentation of Medical Images

Convolution-based methods are increasingly being used in medical image segmentation tasks and have shown good performance, but there are always problems in segmenting edge parts. These methods all have the following challenges: (1) Previous methods do not highlight the relationship between foregroun...

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Vydané v:	IEEE transactions on nanobioscience Ročník 22; číslo 4; s. 1
Hlavní autori:	Lv, Jinkai, Hu, Yuyong, Fu, Quanshui, Hu, Yuqiang, Lv, Lin, Yang, Guoqing, Li, Jinpeng, Zhao, Yi
Médium:	Magazine Article
Jazyk:	English
Vydavateľské údaje:	United States IEEE 01.10.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Coders Datasets Decoding Feature extraction Image edge detection Image processing Image segmentation Information processing medical image segmentation Medical imaging MLP Object segmentation semantic segmentation Source code STEM Task analysis
ISSN:	1536-1241, 1558-2639, 1558-2639
On-line prístup:	Získať plný text
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