Sep 2026
Edge-guided attention and multi-scale fusion for high-quality multi-modal image fusion
This work proposes EdgeAttnSwin, a framework that reformulates fusion as a three-stage progressive optimization process with explicit causal dependencies, and demonstrates that this method outperforms state-of-the-art approaches on infrared-visible and medical image fusion benchmarks.
Ke-Ni Tang, Ming-Yue Zhang, Hao-Ran Chen et al.
· Multimedia Systems · 0 citations