DRFusion uses Stabilized History Guidance, Soft Temporal Anchoring, and Decoupled Structure-Motion Adaptation to achieve drift-resilient temporal consistency in infrared-visible video fusion.
Efficient rectified flow for image fusion
3 Pith papers cite this work. Polarity classification is still indexing.
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cs.CV 3years
2026 3verdicts
UNVERDICTED 3representative citing papers
A degradation-aware diffusion framework fuses multimodal images under arbitrary degradations by directly regressing the fused image and applying joint degradation-fusion constraints during limited-step sampling.
FusionProxy is a distilled diffusion-based fusion module that adds thermal awareness to RGB vision systems in real time as an independent plug-and-play component.
citing papers explorer
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DRFusion: Drift-Resilient Temporally Consistent Infrared-Visible Video Fusion
DRFusion uses Stabilized History Guidance, Soft Temporal Anchoring, and Decoupled Structure-Motion Adaptation to achieve drift-resilient temporal consistency in infrared-visible video fusion.
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Degradation-Robust Fusion: An Efficient Degradation-Aware Diffusion Framework for Multimodal Image Fusion in Arbitrary Degradation Scenarios
A degradation-aware diffusion framework fuses multimodal images under arbitrary degradations by directly regressing the fused image and applying joint degradation-fusion constraints during limited-step sampling.
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Adding Thermal Awareness to Visual Systems in Real-Time via Distilled Diffusion Models
FusionProxy is a distilled diffusion-based fusion module that adds thermal awareness to RGB vision systems in real time as an independent plug-and-play component.