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bm3d

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pure Python implementation of BM3D

  • UpdatedSep 24, 2021
  • Python

This is a companion software for the submission: "Higher-Order Total Directional Variation: Imaging Applications" by Simone Parisotto , Jan Lellmann, Simon Masnou, and Carola-Bibiane Schönlieb. SIAM J. Imaging Sci., 13(4), 2063–2104. (42 pages)

  • UpdatedFeb 19, 2021
  • MATLAB

3D image denoising using a modified U-Net architecture that exploits a prior image. Models are trained using efficient tensorflow pipeline based on keras and tf.data.Dataset API

  • UpdatedJun 13, 2023
  • Jupyter Notebook

This is the companion software for the paper "Total Directional Variation for video denoising".

  • UpdatedJun 24, 2019
  • MATLAB

BM3D & False Color Implemention

  • UpdatedDec 9, 2019
  • Python

Electron density maps denoising algorithms implementation

  • UpdatedAug 16, 2022
  • Python

A deep learning model that finds out dental malpractice from tooth x-ray images.

  • UpdatedOct 22, 2024
  • Jupyter Notebook

Cupy&Numba accelerated multiscale bm3d algorithm for ring artifact removal in normalized sinogram.

  • UpdatedMar 17, 2025
  • Jupyter Notebook

Master's Thesis: Denoising Methods for Multi-Dimensional Photoemission Spectroscopy

  • UpdatedJan 3, 2025
  • TeX

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