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lidongwu's Projects

differentiable_volumetric_rendering icon differentiable_volumetric_rendering

This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

dncnn icon dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

dpsnet icon dpsnet

[ICLR19] DPSNet: End-to-end Deep Plane Sweep Stereo

dsmnet icon dsmnet

Domain-invariant Stereo Matching Networks

dynslam icon dynslam

Master's Thesis on Simultaneous Localization and Mapping in dynamic environments. Separately reconstructs both the static environment and the dynamic objects from it, such as cars.

edsr-pytorch icon edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

expansion icon expansion

Upgrading Optical Flow to 3D Scene Flow through Optical Expansion, CVPR 2020 (Oral).

ffdnet icon ffdnet

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)

gwcnet icon gwcnet

Group-wise Correlation Stereo Network, CVPR 2019

hd3 icon hd3

Code for Hierarchical Discrete Distribution Decomposition for Match Density Estimation (CVPR 2019)

hdrnet-pytorch icon hdrnet-pytorch

Unofficial PyTorch implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017 https://groups.csail.mit.edu/graphics/hdrnet/

high-res-stereo icon high-res-stereo

Hierarchical Deep Stereo Matching on High Resolution Images, CVPR 2019.

id-cnn icon id-cnn

SAR Image Despeckling Using a Convolutional Neural Network

localexpstereo icon localexpstereo

Continuous 3D Label Stereo Matching using Local Expansion Moves (TPAMI 2018)

mcwnnm-iccv2017 icon mcwnnm-iccv2017

Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising, ICCV 2017.

megadepth icon megadepth

Code of single-view depth prediction algorithm on Internet Photos described in "MegaDepth: Learning Single-View Depth Prediction from Internet Photos, Z. Li and N. Snavely, CVPR 2018".

modified-3d-unet-pytorch icon modified-3d-unet-pytorch

This repository implements pytorch version of the modifed 3D U-Net from Fabian Isensee et al. participating in BraTS2017

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