1Shot-MaxPol

A MATLAB Package for Natural Image Deconvolution

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General purpose

You can use this source code to deconvolve naturally blurred images

Demo Example

--- Raw Image -------- Deblurred ---

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Requirements

• MATLAB R2015b (minimum)
• MaxPol package should be installed

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MATLAB Codes

Demo function:

• demo_image_deblurring.m

Utility functions:

• maxpol_downsample.m
• spectrum_calculation_circular.m
• blur_kernel_estimation.m
• generalized_Gaussian_for_fitting.m
• specrum_fit.m
• deblurring_kernel_estimation.m
• OneShotMaxPol.m

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Published Paper

Mahdi S. Hosseini and Konstantinos N. Plataniotis "Convolutional Deblurring for Natural Imaging," IEEE Transactions on Image Processing, 2019.

You can also read the paper from the arXiv link

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Author

Mahdi S. Hosseini
Email: [email protected]
http://www.dsp.utoronto.ca/~mhosseini/

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Citation

@article{hosseini2018convolutional,
title={Convolutional Deblurring for Natural Imaging},
author={Hosseini, Mahdi S and Plataniotis, Konstantinos N},
journal={IEEE Transactions on Image Processing},
year={2019}
}