Popular GitHub Repositories for Image Fusion

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

Medical image registration using deep learning

CVPR 2022 | Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection.

[CVPR'22] HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening

Image fusion based on deepfuse network - Tensorflow (based on ICCV2017: deepfuse), Unofficial

[IEEE TIP 2022] Official implementation of MATR: Multimodal Medical Image Fusion via Multiscale Adaptive Transformer

SESF-Fuse: An Unsupervised Deep Model for Multi-Focus Image Fusion

[IEEE TCSVT 2023] Official implementation of DATFuse: Infrared and Visible Image Fusion via Dual Attention Transformer

[IEEE TMM 2022] Official implementation of YDTR: Infrared and Visible Image Fusion via Y-shape Dynamic Transformer

Training for multi-modal image fusion with PyTorch.

Implementation of the FIRe-GAN model, a GAN-based method for the fusion of visible-infrared images.

This is a complete guide on how to do Pyradiomics based feature extraction and then, build a model to calculate the grade of glioma.

Official implementation of PAS-MEF: Multi-exposure image fusion based on principal component analysis, adaptive well-exposedness and saliency map (IEEE ICASSP 2022)

AAAI 2025 | A2RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion

Apply different GANs to implement image generation and image fusion!

[JOLT 2025] Official implementation of Rethinking the Approach to Lightweight Multi-Branch Heterogeneous Image Fusion Frameworks: Infrared and Visible Image Fusion via the Parallel Mamba-KAN Framework