[ICLR2023] Official repository of DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models

Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

(CVPR 23) Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior

Simple project to learn in deep the working of Auto encoders and tensorflow in detail.

Master 2 Project of pictures, security and deep learning class. Project is about noise reduction.

Pytorch implementation of Triplet Cross-Fusion Learning for Unsupervised Noise Reduction of OCT Images

Deep Graph-Convolutional Image Denoising

[IJCNN'2024] ''Mixed Degradation Image Restoration via Deep Image Prior Empowered by Deep Denoising Engine'', Weimin Yuan, Yinuo Wang, Ning Li, Cai Meng, Xiangzhi Bai

DeepCAD: Deep self-supervised learning for calcium imaging denoising

This project involves pre-processing images and videos to reduce noise and clarify facial features in an effort to detect deepfakes. Techniques such as face alignment, histogram equalization, and n…

Imaging through scattering media via generative diffusion model

This is a ghost imaging demonstration for popular science purposes.

Single pixel imaging techniques implemented in python

A Python toolbox for deep image reconstruction, with emphasis on single-pixel imaging.

SPYRIT examples including tutorials and research contributions

Concurrent Single-Pixel Imaging, Object Location and Classification By Deep Learning.

This project is the implementation of paper "Xue S. et al., Wavelet-based Residual Attention Network for Image Super-Resolution, Neurocomputing, 2019".

Noise-free single-pixel Ghost Imaging: A 32 x 32 pixel image is illuminated with a random pattern and the scattered light is detected using a photodiode. Noise is applied to the image with a mean o…

Code for work: Differential ghost imaging with learned modulation patterns.

Official pytorch repository for “Guidance with Spherical Gaussian Constraint for Conditional Diffusion”

Denoising Diffusion Probabilistic Models

A repository for deep learning based real-time single pixel video.

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (PyTorch Code)

Memory-Augmented Deep Unfolding Network for Compressive Sensing(ACMMM 2021)

TransCS: A Transformer-Based Hybrid Architecture for Image Compressed Sensing