Tianyi Zhang (zhangty96)

zhangty96

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Tianyi Zhang's starred repositories

SPADNet

SPADnet: Deep RGB-SPAD Sensor Fusion Assisted by Monocular Depth Estimation

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fastdvdnet

FastDVDnet: A Very Fast Deep Video Denoising algorithm

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TENet

[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline

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End-to-End-JDNDMSR

End-to-End Learning for Joint Image Demosaicing, Denoising and Super-Resolution

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Deep-Residual-Network-for-JointDemosaicing-and-Super-Resolution

Deep-Residual-Network-for-JointDemosaicing-and-Super-Resolution pytorch 复现工作

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BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

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EDVR

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

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DAGL

Dynamic Attentive Graph Learning for Image Restoration, ICCV2021 [PyTorch Code]

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GCP-Net

Code for "Joint Denoising and Demosaicking with Green Channel Prior for Real-world Burst Images", TIP2021

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deep_demosaick

Iterative Residual Network for Deep Joint Image Demosaicking and Denoising

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demosaicnet

A minimal torch implementation of [Gharbi2016]

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demosaicnet_caffe

An implementation of Deep Joint Demosaicking and Denoising - SiGGRAPH Asia 2016

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ssms_event_cameras

Official PyTorch implementation of the CVPR 2024 paper: State Space Models for Event Cameras (Spotlight).

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DeformingThings4D

[ICCV 2021] A dataset of non-rigidly deforming objects.

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pips2

PIPs++

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Image-Adaptive-3DLUT

Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time

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DeltaCNN

DeltaCNN End-to-End CNN Inference of Sparse Frame Differences in Videos

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colour-demosaicing

CFA (Colour Filter Array) demosaicing algorithms for Python

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inedi

iNEDI (improved New Edge-Directed Interpolation) Image Zooming Algorithm

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Edge-Directed_Interpolation

This is the python implementation of the NEDI (New Edge-Directed Interpolation)

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hdr-plus-pytorch

A PyTorch implementation of HDR+ with GPU support.

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faiss

A library for efficient similarity search and clustering of dense vectors.

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BM3D

Clone from http://www.cs.tut.fi/~foi/GCF-BM3D/index.html#ref_software

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LaTeX-Workshop

Boost LaTeX typesetting efficiency with preview, compile, autocomplete, colorize, and more.

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awesome-low-light-image-enhancement

This is a resouce list for low light image enhancement

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Instant-angelo

Instant-angelo: Build high-fidelity Digital Twin within 20 Minutes!

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MitsubaToFRenderer

Mitsuba time-of-flight renderer.

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RVRT

Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

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VRT

VRT: A Video Restoration Transformer (official repository)

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