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Semantic image segmentation using multi-view graph neural network

delete2026-03-16
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PRE
AI
E
Elie Karam *
N
Nisrine Jrad
P
Patty Coupeau
J
Jean-Baptiste Fasquel
F
Fahed Abdallah
H
Honeine, Paul
DOI:10.1016/j.image.2026.117539delete
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摘要

摘要

En 中文
• MVGNN集成多种图视图以提高分割精度。 • 采用GTN进行早期图融合,优化边界以实现更好的分割效果。 • 基于MVGNN与CNN的方法在多项分割指标上优于CNN基线方法。 • 最优图卷积算子选择提升模型效率。
Keyword:
MVGNN
graph neural network
semantic image segmentation
early graph fusion
graph convolution operator

期刊

S
signal processing: image communication
IF:
0
论文数:
71
被引数:
0

机构

L
lebanese univ
学者数:
1
论文数: 1
被引数: 0
U
univ angers
学者数:
9
论文数: 3
被引数: 0
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