image-fusion

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bupt-ai-cz /LLVIP

Star693

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

computer-vision deep-learning cnn gan object-detection image-fusion image-to-image-translation low-light-image visible-infrared iccv2021 low-light-vision

UpdatedJan 30, 2024
Jupyter Notebook

DeepRegNet /DeepReg

Star578

Medical image registration using deep learning

deep-neural-networks deep-learning neural-network convolutional-neural-networks image-registration image-fusion medical-image-registration tensorflow2 deepreg

UpdatedDec 15, 2022
Python

ChunmingHe /awesome-diffusion-models-in-low-level-vision

Star404

A Repository for Diffusion-Model-related Papers in Low-level Vision

survey video-processing remote-sensing image-inpainting medical-image-processing image-fusion image-deblurring image-super-resolution diffusion-model low-level-vision image-dehazing low-light-image-enhancement

UpdatedFeb 23, 2025

hli1221 /imagefusion_densefuse

Star269

DenseFuse (IEEE TIP 2019, Highly Cited Paper) - Python 3.6, TensorFlow 1.8.0

deep-learning tensorflow densenet image-fusion

UpdatedJul 27, 2022
Python

JinyuanLiu-CV /TarDAL

Star237

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

deep-learning pytorch object-detection image-fusion cvpr2022

UpdatedAug 20, 2024
Python

Zhaozixiang1228 /MMIF-DDFM

Star231

[ICCV 2023 Oral] Official implementation for "DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion."

image-fusion generative-models low-level-vision denoising-diffusion

UpdatedJan 15, 2025
Python

hli1221 /imagefusion_deeplearning

Star212

VggML (ICPR 2018, Beijing)

deep-learning vgg19 image-fusion multi-layers-strategy

UpdatedJan 10, 2022
MATLAB

Keep-Passion /ImageStitch

Star200

A Fast Algorithm for Material Image Sequential Stitching

image-stitching image-fusion microscopic-images surf-gpu

UpdatedJun 29, 2023
Python

nmileva /starfm4py

Star137

The STARFM fusion model for Python

remote-sensing earth-observation image-fusion sentinel-2 sentinel-3

UpdatedFeb 8, 2023
Python

wgcban /HyperTransformer

Star132

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

deep-learning transformers attention-mechanism super-resolution multispectral-images image-fusion hyperspectral-imaging pansharpening

UpdatedOct 19, 2023
Python

cuixing158 /Awesome-CV-MasterHub

Star132

🔥 🔥 🔥 A paper list of some recent Computer Vision(CV) works

awesome image-classification image-captioning image-generation object-detection image-segmentation video-understanding image-denoising pose-estimation image-fusion image-enhancement video-generation low-level-vision image-dehazing panoptic-segmentation paper-list paper-code keypoint-detection papers-with-code vision-transformer

UpdatedMar 20, 2025

hli1221 /imagefusion-LRRNet

Star106

LRRNet (IEEE TPAMI 2023, Highly Cited Paper), Python 3.7, Pytorch >=1.8

neural-network representation-learning lista image-fusion visible-infrared

UpdatedAug 18, 2023
Python

ashna111 /multimodal-image-fusion-to-detect-brain-tumors

Star104

Multi-modal medical image fusion to detect brain tumors using MRI and CT images

pytorch registration mri-images image-fusion ct-images

UpdatedJul 1, 2020
Jupyter Notebook

hli1221 /Imagefusion_deepfuse

Star98

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

deep-learning tensorflow cnn image-fusion

UpdatedFeb 22, 2022
Python

tthinking /MATR

Star83

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

image computer-vision image-processing transformers pytorch image-fusion

UpdatedMar 16, 2024
Python

hli1221 /imagefusion_resnet50

Star82

ResNet-ZCA (Journal of Infrared Physics & Technology 2019, Highly Cited Paper), MatLab

deep-learning image-fusion zca resnet50

UpdatedMar 10, 2021
MATLAB

Keep-Passion /SESF-Fuse

Star79

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

deep-learning autoencoder unsupervised-learning image-fusion multi-focus multi-focus-image-fusion

UpdatedMay 24, 2022
Python

Zhaozixiang1228 /IVIF-DIDFuse

Star75

[IJCAI 2020] Official implementation for "DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion"

image-fusion infrared-visible

UpdatedApr 28, 2021
Python

hli1221 /imagefusion_Infrared_visible_latlrr

Star74

infrared anf visible image fusion using latent low-rank representation

visible infrared image-fusion latent-lowrank-representation

UpdatedNov 15, 2023
MATLAB

HPSCIL /cuSTARFM

Star68

cuSTARFM is a GPU-enabled Spatial and Temporal Adaptive Reflectance Fusion Model (STARFM)

landsat remote-sensing modis image-fusion starfm

UpdatedJun 1, 2021
Cuda

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