Multi-Conv attention network for skin lesion image segmentation

Multi-Conv attention network for skin lesion image segmentation

To address the trade-off between segmentation performance and model lightweighting in computer-aided skin lesion segmentation, this paper proposes a lightweight network architecture, Multi-Conv Attention Network (MCAN). The network consists of two key modules: ISDConv (Inception-Split Depth Convolut...

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Bibliographic Details
Main Authors: Zexin Li, Hanchen Wang, Haoyu Chen, Chenxin Lin, Aochen Yan
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Physics
Subjects:
medical image segmentation
lightweight
melanoma
attention mechanism
Inception
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2024.1532638/full
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