zjh1124's repositories
BIN
Blurry Video Frame Interpolation (CVPR20)
CDVD-TSP
The repository is an official implementation of our CVPR2020 paper : Cascaded Deep Video Deblurring Using Temporal Sharpness Prior
CNNIQA
CVPR2014-Convolutional neural networks for no-reference image quality assessment
CNNIQAplusplus
PyTorch Implementation of image quality assessment methods: IQA-CNN++ in ICIP2015 and IQA-CNN in CVPR2014
cvpr16_deblur_study
A Comparative Study for Single Image Blind Deblurring (CVPR 2016)
DBCNN-PyTorch
An experimental Pytorch implementation of Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network
deblur-gan
Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
DeblurGAN
Image Deblurring using Generative Adversarial Networks
DeblurGANv2
[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
DeepDeblur
DeepDeblur: Text Image Recovery from Blur to Sharp
DeepDeblur_release
Deep Multi-scale CNN for Dynamic Scene Deblurring
DeepHDR
This is the implementation for Deep High Dynamic Range Imaging with Large Foreground Motions (ECCV'18)
deepIQA
NR and FR IQA models based on Deep Convolutional Neural Networks
DeepVideoDeblurring
S. Su, M. Delbracio, J. Wang, G. Sapiro, W. Heidrich, O. Wang. Deep Video Deblurring. CVPR 2017, Spotlight
FaceQualityAssessment
face quality assessment
FIIQA
Reference: Illumination Quality Assessment for Face Images: A Benchmark and A Convolutional Neural Networks Based Model
image-quality-assessment
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
Image_Segmentation
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
ms_ssim_pytorch
A fast ssim & ms-ssim implement code with pytorch jit.
pwcmp_rating_unified
Code for scaling together the results of pairwise comparison and rating experiments
pytorch-msssim
Fast and differentiable MS-SSIM and SSIM for pytorch.
pytorch-ssim
pytorch structural similarity (SSIM) loss
RankIQA
The rep for the RankIQA paper in ICCV 2017
SFA
No reference image quality assessment based Semantic Feature Aggregation, published in ACM MM 2017, TMM 2019
SRN-Deblur
Repository for Scale-recurrent Network for Deep Image Deblurring
TF_RankIQA
Tensorflow implement of RankIQA.
UMSN-Face-Deblurring
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks
WaDIQaM
Pytorch implementation of WaDIQaM in TIP2018, Bosse S. et al. (Deep neural networks for no-reference and full-reference image quality assessment)