HVS-MaxPol

A MATLAB package for No-Reference (NR) Image Sharpness Assessment (ISA) of Natural Images

Notes:

• You can use this MATLAB package to score no-reference (NR) image sharpness assessment (ISA) of natural images to grade blurriness
• You can also run the codes online from my Ocean Code
• The FocusPath dataset

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Requirements:

• MATLAB R2015b

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MATLAB Codes:

Demo function:

• demo_NR_ISA.m

Utility functions:

• HVS_MaxPol.m
• image_background.m

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Related Publication:

Hosseini, Mahdi S., Yueyang Zhang, and Konstantinos N. Plataniotis. "Encoding Visual Sensitivity by MaxPol Convolution Filters for Image Sharpness Assessment." IEEE Transactions on Image Processing (2019).

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Author:

Mahdi S. Hosseini
Email: mahdi.hosseini@mail.utoronto.ca
http://www.dsp.utoronto.ca/~mhosseini/

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Citation:

@article{8672094,
author={M. S. {Hosseini} and Y. {Zhang} and K. N. {Plataniotis}},
journal={IEEE Transactions on Image Processing},
title={Encoding Visual Sensitivity by MaxPol Convolution Filters for Image Sharpness Assessment},
year={2019},
volume={28},
number={9},
pages={4510-4525},
doi={10.1109/TIP.2019.2906582},
ISSN={1057-7149},
month={Sep.},
}