andrewssobral / lbp_omp

Local Binary Patttern algorithm using OpenMP

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Intro

This repository contains an implementation of Local Binary Pattern algorithm using OpenMP. The project is made to compare speed performances wrt sequential version.

Usage

  • Place an image in .jpg format in input/ folder
  • Run the program specifying the image name
  • At the end of the run an histogram will be generated in output/

Performances

Running time for different sizes of a square image

You can check our tests on the report (available in italian only, sorry)

More details

We also made a similar comparison between sequential vs multithread version on CPU only.

Acknowledgments

Parallel Computing - Computer Engineering Master Degree @University of Florence.

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Local Binary Patttern algorithm using OpenMP


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