image-degradation

There are 0 repository under image-degradation topic.

cszn / SRMD
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
cnn deep-learning denoising image-degradation matconvnet matlab non-blind regression sisr super-resolution
Language:MATLAB 422
miccunifi / ARNIQA
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
biqa blind-image-quality-assessment degradation-model image-degradation image-quality-assessment iqa low-level-vision no-reference-image-quality-assessment nr-iqa resnet self-supervised-learning simclr contrastive-learning deep-learning fr-iqa full-reference-image-quality-assessment full-reference-iqa image-processing image-quality computer-vision
Language:Python 72
miccunifi / QualiCLIP
Quality-Aware Image-Text Alignment for Real-World Image Quality Assessment
biqa blind-image-quality-assessment clip computer-vision deep-learning image-degradation image-processing image-quality image-quality-assessment image-text iqa low-level-vision no-reference-image-quality-assessment nr-iqa ranking-loss self-supervised-learning vision-language opinion-unaware opinion-unaware-nr-iqa
25
prasunroy / cnn-on-degraded-images
:large_blue_diamond: Effects of Degradations on Deep Neural Network Architectures.
convolutional-neural-networks capsule-networks image-degradation deep-architectures
Language:Python 17
nhauber99 / degradr
Python library for realistically degrading images.
blur computer-vision data-augmentation image-degradation machine-learning noise python data-preprocessing image-processing image-quality
Language:Python 12
nprithviraj24 / face-hallucination
Can we perform face hallucination using limited set of unaligned pairs?
super-resolution face-hallucination edsr cyclegan unaligned-pairs resolution image-degradation cycle-consistency-loss fh adain image-enhancement face-super-resolution face-superresolution
Language:Python 6
zabir-nabil / spark-augmentation
A robust learning scheme by proposing a novel augmentation algorithm that scales to emulate a large set of image degradation and occlusion policies
image-augmentation image-degradation image-occlusion image-degradation-augmentation image-occlusion-augmentation
Language:Jupyter Notebook 5
aman-095 / Single-Image-Super-Resolution-using-ESRGAN
Using an already existing ESRGAN model, degrading our HR images to generate training data for finetuning and further checking the MSE and PSNR for the generated and the original HR images. Link to the original link of Real ESRGAN Repo - https://github.com/xinntao/Real-ESRGAN
esrgan medical-imaging super-resolution averaging-filter gaussian-blur image-degradation
Language:Jupyter Notebook 4
rrryan2016 / Simple-Digital-Pic-Process
Includes image smoothing, sharpening, and hough transfer.
butterworth-filter histogram-equalization hough-transform gaussian-filter image-degradation image-restoration image-smoothing median-filter
Language:MATLAB 1
saminheydarian / Digital_Image_Processing_TA_2021
Digital Image Processing Course | Home Works Design| Fall 2021 | Dr. MohammadReza Mohammadi
resnet traffic-sign-classification tumor-detection functional-api sequential-api conv3d-vs-conv2d cross-entropy-loss lbp jpeg-image-compression image-degradation huffman-coding
Language:Jupyter Notebook 1