A VAN-Based Multi-Scale Cross-Attention Mechanism for Skin Lesion Segmentation Network

Author:

Liu Shuang1ORCID,Zhuang Zeng1ORCID,Zheng Yanfeng1,Kolmaniè Simon2

Affiliation:

1. School of Computer Science and Engineering, Dalian Minzu University, Liaoning, Dalian, China

2. Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia

Funder

Chinese–Slovenian Scientific and Technological 2021 Cooperation Project of the Ministry of Science and Technology

Liaoning Province Economic and Social Development Research Project 2023 of Provincial Social Science Association

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference46 articles.

1. An image is worth 16×16 words: Transformers for image recognition at scale;dosovitskiy;arXiv 2010 11929,2020

2. FcaNet: Frequency channel attention networks;qin;arXiv 2012 11879,2020

3. Attention is all you need;vaswani;Proc Adv Neural Inf Process Syst,2017

4. ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

5. TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model

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