Axial-FNet: skin cancer image segmentation model based on fuzzy convolution combined with gated axial self-attention

Axial-FNet: skin cancer image segmentation model based on fuzzy convolution combined with gated axial self-attention

The task of skin cancer image segmentation is a key task in the field of medical image processing. The commonly used segmentation algorithms can't well balance the computational resource requirements of local information and global context information when performing diagnosis. In addition, the...

Full description

Saved in:
Bibliographic Details
Main Authors: JIANG Shu, CHEN Kun, DING Weiping, ZHOU Tianyi, ZHU Yue
Format: Article
Language:zho
Published: POSTS&TELECOM PRESS Co., LTD 2025-06-01
Series:智能科学与技术学报
Subjects:
image segmentation
fuzzy learning
gated axial self-attention
gating mechanism
convolutional neural network
Online Access:http://www.cjist.com.cn/zh/article/doi/10.11959/j.issn.2096-6652.202520/
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items