This repository is a survey / code collection centered on deep learning–based image fusion (e.g. fusing infrared + visible light images, multi-modal fusion) methods. It catalogs many fusion algorithms (e.g. DenseFuse, FusionGAN, NestFuse, etc.), links to code implementations, and describes evaluation metrics. The repository includes a “General Evaluation Metric” subfolder containing objective fusion metrics. It is not a single monolithic tool, but rather a curated reference and aggregation of methods, code and performance comparisons in the domain of image fusion. Survey style description of method taxonomy, architectures, loss types. Compilation of many state-of-the-art image fusion methods (infrared + visible, multi-focus, multi-exposure). Survey style description of method taxonomy, architectures, loss types.

Features

  • Compilation of many state-of-the-art image fusion methods (infrared + visible, multi-focus, multi-exposure)
  • Links to implementation code for each method
  • General objective evaluation metrics (e.g. for fusion quality)
  • Survey style description of method taxonomy, architectures, loss types
  • Up-to-date list of new fusion methods and variants
  • Language predominantly MATLAB (as code base)

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

MATLAB

Related Categories

MATLAB Computer Vision Libraries

Registered

2025-09-29