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Reconstruction Algorithms in Undersampled AFM Imaging - final code

Name: Reconstruction Algorithms in Undersampled AFM Imaging - final code
Keywords: atomic force microscopy, undersampling, sparse approximation, image reconstruction, interpolation, image processing, compressed sensing

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 08 May 2015Publisher:Zenodo

Authors: Arildsen, Thomas; Oxvig, Christian Schou; Pedersen, Patrick Steffen; Larsen, Torben; Jan Østergaard;

doi: 10.5281/zenodo.32959 , 10.5281/zenodo.18745

Reconstruction Algorithms in Undersampled AFM Imaging - final code

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Abstract

This software was used for producing the simulation results for the paper "Reconstruction Algorithms in Undersampled AFM Imaging", published in IEEE Journal of Selected Topics in Signal Processing: http://dx.doi.org/10.1109/JSTSP.2015.2500363. This deposition consists of a number of Python scripts, some of which were used for producing the results in the accompanying data set available at http://dx.doi.org/10.5281/zenodo.32958 and some of which can be used to extract data and images from said data set. The deposition further contains a README file explaining the purpose and use of the individual files as well as MD5 and SHA checksums of the files for validating the integrity of the files after download. The scripts are licensed under the BSD 2-Clause license (http://opensource.org/licenses/BSD-2-Clause). The scripts perform and analyse results from simulations using images, and reconstructed versions of these, originally published in the data set available at http://dx.doi.org/10.5281/zenodo.17573.

Related Organizations

Aalborg University
Denmark

Keywords

atomic force microscopy, undersampling, sparse approximation, image reconstruction, interpolation, image processing, compressed sensing

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3 Research products, page 1 of 1

Reconstruction Algorithms In Undersampled Afm Imaging - Final Results
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Reconstruction Algorithms In Undersampled Afm Imaging - Final Results
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Reconstruction Algorithms In Undersampled Afm Imaging - Results
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