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Image denoising with sparse coding through K-SVD

image-denoising image-processing ksvd ksvd-algorithm sparse-coding

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Name		Name	Last commit message	Last commit date
test_data		test_data
README.md		README.md
denoising.py		denoising.py
evaluation.py		evaluation.py
ksvd.py		ksvd.py
main.py		main.py
slides_ru.pdf		slides_ru.pdf
utils.py		utils.py

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Image denoising with sparse coding

This is my implementation of image denoising based on K-SVD algorithm.

Requirements:

Python 3.10.13

argparse
numpy
opencv
scikit-image
scikit-learn
scipy
tqdm

About

Image denoising with sparse coding through K-SVD

image-denoising image-processing ksvd ksvd-algorithm sparse-coding

1 star

1 watching

Report repository

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