Pinned Repositories
Deep-Halftoning
"Deep Context-Aware Descreening and Rescreening of Halftone Images" paper implementation.
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
DnCNN
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
DnCNN-1
Image Processing - Make noise images clean
DnCNN-PyTorch
PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"
Halftoning-Algorithms
Some implementation of halftoning algorithms.
Image-Denoising-with-Deep-CNNs
Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures
Inverse-halftoning
InverseHalftone
Inverse Halftoning Experiments
InverseHalftoneColorization
Inverse Halftone Colorization: Making Halftone Prints Color Photos, ICIP2021
chu246's Repositories
chu246/Deep-Halftoning
"Deep Context-Aware Descreening and Rescreening of Halftone Images" paper implementation.
chu246/denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
chu246/DnCNN
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
chu246/DnCNN-1
Image Processing - Make noise images clean
chu246/DnCNN-PyTorch
PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"
chu246/Halftoning-Algorithms
Some implementation of halftoning algorithms.
chu246/Image-Denoising-with-Deep-CNNs
Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures
chu246/Inverse-halftoning
chu246/InverseHalftone
Inverse Halftoning Experiments
chu246/InverseHalftoneColorization
Inverse Halftone Colorization: Making Halftone Prints Color Photos, ICIP2021
chu246/InverseHalftoneWindows
Inverse Halftone updated to work on Windows 10
chu246/InverseHalftoning
An inverse halftoning model, which is applied to recover the 8-bit grayscale image from 1-bit error diffused halftones. [ACCV 2018]
chu246/KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
chu246/MIMO-UNet
MIMO-UNet - Official Pytorch Implementation
chu246/MSPRL
Rethinking PRL: A Multiscale Progressively Residual Learning Network for Inverse Halftoning
chu246/myweb
chu246/NAFNet
The state-of-the-art image restoration model without nonlinear activation functions.
chu246/Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
chu246/PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
chu246/ReversibleHalftoning
The first approach to utilize CNN for image dithering, which is actually non-trivial. This formulation enables us to equip it with extra features, e.g. reversibility. [ICCV 2021]
chu246/StableVITON
[CVPR2024] StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On
chu246/StructureAwareDCNN
Pytorch Implementation of StructureAware DCNN on Inverse Halftoning
chu246/TLC
Test-time Local Converter