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Ashkan Abbasi's Projects

guides icon guides

A repo containing miscellaneous notes ! It may be too messy to be used by any one else. However, you might be find time-saving/useful things in it!

k-svd-for-inpainting-oct-images icon k-svd-for-inpainting-oct-images

A simple example to show inpainting missing columns or rows of a down-sampled OCT image through K-SVD dictionary learning and sparse representation methods.

kickstart icon kickstart

Study route for learners in machine learning / deep learning / computer vision

mifcn icon mifcn

Optical Coherence Tomography Image Denoising via Multi-input Fully-Convolutional Networks

mtld icon mtld

Multiscale Sparsifying Transform Learning for Image Denoising

nwsr icon nwsr

Optical Coherence Tomography Retinal Image Reconstruction via Non-local Weighted Sparse Representation

oct-denoising-package icon oct-denoising-package

This package contains multiple 3D OCT denoising methods, including our proposed mixed multiscale BM4D (mmBM4D), which is one of the fastest multiscale 3D OCT denoising methods.

patchbasedimgproc icon patchbasedimgproc

Patch based image processing (denosing, super resolution, inpainting, style transfer, etc)

python-comments icon python-comments

This repo. contains python tips for myself! It may be too messy to be used by any one else. Most of the comments were included in the py files.

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