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刘国友's Projects

real-sr icon real-sr

Real-World Super-Resolution via Kernel Estimation and Noise Injection

real-time-facial-mirroring icon real-time-facial-mirroring

A ML based real time human face expression mirroring from a webcam capture using Dlib framework to a 3D face model

real-time-network icon real-time-network

real-time network architecture for mobile devices and semantic segmentation

real-world-sr icon real-world-sr

[ICCVW 2019] PyTorch implementation DSGAN and ESRGAN-FS. Winner of the AIM 2019 challenge on Real World Super-Resolution

realblur icon realblur

Repository for Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms

realsr icon realsr

Real-World Super-Resolution via Kernel Estimation and Noise Injection

realtimefacialanimation icon realtimefacialanimation

3rd Year Project/Dissertation. I created a Real time animation software capable of animating a 3D model of a face by only using a standard RGB webcam.

realtimestereo icon realtimestereo

Attention-Aware Feature Aggregation for Real-time Stereo Matching on Edge Devices (ACCV, 2020)

reconet icon reconet

ReCoNet: Real-time Coherent Video Style Transfer Network

recsync-android icon recsync-android

Video recording app with sub-millisecond synchronization accuracy for multiple Android smartphones, useful for creating affordable and easy-to-setup multi-view camera systems for robotics, SLAM, 3D-reconstruction, panorama stitching

recu icon recu

Pytorch implementation of our paper accepted by ICCV 2021 -- ReCU: Reviving the Dead Weights in Binary Neural Networks http://arxiv.org/abs/2103.12369

recurrent-defocus-deblurring-synth-dual-pixel icon recurrent-defocus-deblurring-synth-dual-pixel

Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis approach mimics the optical image formation found on DP sensors and can be applied to virtual scenes rendered with standard computer software. Leveraging these realistic synthetic DP images, we introduce a new recurrent convolutional network (RCN) architecture that can improve defocus deblurring results and is suitable for use with single-frame and multi-frame data captured by DP sensors.

red icon red

RED - Regularization by Denoising

red-net icon red-net

Peng et al. "RED-Net: A Recurrent Encoder–Decoder Network for Video-Based Face Alignment". IJCV, 2018.

rednet icon rednet

implementation of REDNet (A Novel Recurrent Encoder-Decoder Structure for Large-Scale Multi-view Stereo Reconstruction from An Open Aerial Dataset)

refinedet icon refinedet

Single-Shot Refinement Neural Network for Object Detection

refinemask icon refinemask

RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features (CVPR 2021)

regseg icon regseg

The official implementation of "Rethink Dilated Convolution for Real-time Semantic Segmentation"

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