Camera Lens Super-Resolution in CVPR 2019
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Jun 12, 2019 - Python
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degradation-model
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Final Project for CS 230: Deep Learning. Project title: Deep Learning Approaches to State-of-Health Estimation
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May 31, 2022 - Jupyter Notebook
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Jun 22, 2022 - Python
Implementation of Pontryagin's Minimum Principle for microgrid energy storage control
control
battery
optimal-control
microgrid
degradation-model
equivalent-circuit-model
pontryagin
pontryagin-maximum-principle
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Dec 9, 2022 - MATLAB
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
super-resolution
deblurring
sisr
gaussian-kernel
end-to-end-learning
degradation-model
motion-kernel
bicubic-kernels
noise-levels
blur-kernels
scale-factors
unfolding-algorithm
generalizability
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Jul 31, 2023 - Python
DIAR software for synthetic document image and groundtruth generation, with various degradation models for data augmentation
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Nov 29, 2023 - C++
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
image-denoising
degradation-model
real-world-image-denoising
blind-image-denoising
practical-image-denoising
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Dec 15, 2023 - Python
[WACV 2024] - Reference-based Restoration of Digitized Analog Videotapes
computer-vision
deep-learning
transformer
video-processing
vgg
convolutional-neural-networks
unet
clip
video-quality
low-level-vision
degradation-model
video-restoration
swin-transformer
analog-videos
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Feb 11, 2024 - Python
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
computer-vision
deep-learning
image-processing
resnet
image-quality
iqa
image-quality-assessment
blind-image-quality-assessment
low-level-vision
image-degradation
self-supervised-learning
degradation-model
biqa
full-reference-iqa
nr-iqa
simclr
contrastive-learning
fr-iqa
no-reference-image-quality-assessment
full-reference-image-quality-assessment
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Aug 21, 2024 - Python
Explore Super Image Resolution through sophisticated degradation modeling. Explore this approach to enhance real image quality and elevate your image enhancement capabilities
python
deep-learning
image-processing
super-resolution
noise-reduction
image-enhancement
single-image-super-resolution
degradation-model
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Oct 2, 2024 - Python
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