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TextFusion: Unveiling the power of textual semantics for controllable image fusion
Advanced image fusion techniques aim to synthesise fusion results by integrating the
complementary information provided by the source inputs. However, the inherent differences …
complementary information provided by the source inputs. However, the inherent differences …
A degradation-aware guided fusion network for infrared and visible image
X Wang, Z Guan, W Qian, J Cao, R Ma, C Bi - Information Fusion, 2025 - Elsevier
Most IVIF methods focus solely on visual feature fusion, neglecting degraded scene
information, which results in suboptimal solutions that do not fully reflect implicit scene …
information, which results in suboptimal solutions that do not fully reflect implicit scene …
MSL-CCRN: Multi-stage self-supervised learning based cross-modality contrastive representation network for infrared and visible image fusion
Z Yan, R Nie, J Cao, G **e, Z Ding - Digital Signal Processing, 2025 - Elsevier
Infrared and visible image fusion (IVIF) facing different information in two modal scenarios,
the focus of research is to better extract different information. In this work, we propose a multi …
the focus of research is to better extract different information. In this work, we propose a multi …