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DIFuse: Dual-Domain interactive fusion of Cross-Modality infrared and visible images with decomposition deep network

delete2025-12-21
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PRE
AI
P
Pengfei Xu
G
Gang Luo
J
Jinping Liu *
X
Xinyu Zhou
D
Dianyi Song *
DOI：10.1016/j.infrared.2025.106342delete
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Abstract

Abstract

En 中文
• Proposes a deep interactive network for infrared–visible image fusion with domain-specific decomposition. • Introduces a progressive feature perception module to capture local textures and global structures. • Designs a cross-modal complementary module to enhance feature alignment across modalities. • Constructs an information compensation module to fuse shallow-deep features and preserve details.

Journal

I
Infrared Physics and Technology
IF:
3.4
Papers:
5.8K
Citations:
1.2W

Organization

N
National University of Defense Technology
Scholars:
3.3K
Papers: 1.0K
Citations: 8.2K
H
Hunan Normal University
Scholars:
1.3W
Papers: 8.2K
Citations: 9.1K
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