FusionBooster

This is the offical implementation for the paper titled "FusionBooster: A Unified Image Fusion Boosting Paradigm".

Paper

Highlight

• We devise an image fusion booster by analysing the quality of the initial fusion results by means of a dedicated Information Probe.
• The proposed FusionBooster is a general enhancer, which can be applied to various image fusion methods, e.g., traditional or learning-based algorithms, irrespective of the type of fusion task.
• In a new divide-and-conquer image fusion paradigm, the results of the analysis performed by the Information Probe guide the refinement of the fused image.
• The proposed FusionBooster significantly enhances the performance of the SOTA fusion methods and downstream detection tasks, with only a slight increase in the computational overhead.

Update

• 2024-9-30 This work has been accepted by IJCV.