LBPLibrary 1.0.13

Class library to calculate Local Binary Pattern (LBP) or Median Robust Extended Local Binary Pattern (MRELBP) images. Uses Accord.Math Nuget package. Call "using LBPLibrary;" to include classes in your code. Published with MIT license.

Install-Package LBPLibrary -Version 1.0.13
dotnet add package LBPLibrary --version 1.0.13
<PackageReference Include="LBPLibrary" Version="1.0.13" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add LBPLibrary --version 1.0.13
The NuGet Team does not provide support for this client. Please contact its maintainers for support.

LocalBinaryPattern

About

This project contains a C# implementation of local binary patterns (LBP) and median robust extended local binary patterns (MRELBP). We currently support only Windows.

The repository has 3 projects: A demo software (LBP), unit test project (LBP.UnitTests) and class library to make LBP calculations (LBPLibrary).

Current build status and code coverage:

![Build status](https://ci.appveyor.com/api/projects/status/d0c6874wheduojbe?svg=true "Build status")
![codecov](https://codecov.io/gh/MIPT-Oulu/LocalBinaryPattern/branch/master/graph/badge.svg "Code coverage")

Prerequisites

Demo software can be run using windows without additional installations.
Unit tests and class library are recommended to use through MS Visual Studio.

Installation

  1. Download the repository to your computer.
  2. Extract folder.
  3. Navigate to LocalBinaryPattern/LBP/LBP/bin/debug and run LBP.exe

Application usage

Application can be used to calculate LBP images or MRELBP images either for stack of images or single images. Parameters can be defined in the main menu, or calculation can be started instantly using default parameters. Before calculation, image, or path to image stack and path for saving results must be specified.

Outputs:

LBP calculation: LBP image and histogram of mapped LBP features

MRELBP: 3 MRELBP images (small, radial, large) and histogram including center, large, small and radial features.

Histograms are outputted as .csv file and binary .dat file

Examples

Original image and LBP image (8 neighbours, radius 2):

Original image LBP image

MRELBP images for small radius, radial image and large radius: (8 neighbours, small radius 2, large radius 4, filter sizes 3)

Small radius Radial image Large radius

License

This software is distributed under the MIT License.

Citation

@misc{Rytky2018,
  author = {Rytky, Santeri and Tiulpin, Aleksei and Frondelius, Tuomas and Saarakkala Simo},
  title = {Local Binary Pattern},
  year = {2018},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/MIPT-Oulu/LocalBinaryPattern}},
}

LocalBinaryPattern

About

This project contains a C# implementation of local binary patterns (LBP) and median robust extended local binary patterns (MRELBP). We currently support only Windows.

The repository has 3 projects: A demo software (LBP), unit test project (LBP.UnitTests) and class library to make LBP calculations (LBPLibrary).

Current build status and code coverage:

![Build status](https://ci.appveyor.com/api/projects/status/d0c6874wheduojbe?svg=true "Build status")
![codecov](https://codecov.io/gh/MIPT-Oulu/LocalBinaryPattern/branch/master/graph/badge.svg "Code coverage")

Prerequisites

Demo software can be run using windows without additional installations.
Unit tests and class library are recommended to use through MS Visual Studio.

Installation

  1. Download the repository to your computer.
  2. Extract folder.
  3. Navigate to LocalBinaryPattern/LBP/LBP/bin/debug and run LBP.exe

Application usage

Application can be used to calculate LBP images or MRELBP images either for stack of images or single images. Parameters can be defined in the main menu, or calculation can be started instantly using default parameters. Before calculation, image, or path to image stack and path for saving results must be specified.

Outputs:

LBP calculation: LBP image and histogram of mapped LBP features

MRELBP: 3 MRELBP images (small, radial, large) and histogram including center, large, small and radial features.

Histograms are outputted as .csv file and binary .dat file

Examples

Original image and LBP image (8 neighbours, radius 2):

Original image LBP image

MRELBP images for small radius, radial image and large radius: (8 neighbours, small radius 2, large radius 4, filter sizes 3)

Small radius Radial image Large radius

License

This software is distributed under the MIT License.

Citation

@misc{Rytky2018,
  author = {Rytky, Santeri and Tiulpin, Aleksei and Frondelius, Tuomas and Saarakkala Simo},
  title = {Local Binary Pattern},
  year = {2018},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/MIPT-Oulu/LocalBinaryPattern}},
}

Release Notes

New values to read from binary .dat file

Dependencies

This package has no dependencies.

This package is not used by any popular GitHub repositories.

Version History

Version Downloads Last updated
1.0.13 167 2/28/2019
1.0.12 130 2/28/2019
1.0.11 172 12/17/2018
1.0.10 172 10/26/2018
1.0.9 143 10/26/2018
1.0.8 192 9/27/2018
1.0.7 204 9/17/2018
1.0.6 227 8/30/2018
1.0.5 203 8/16/2018
1.0.4 204 8/16/2018
1.0.3 179 8/16/2018
1.0.2 170 8/16/2018
1.0.1 217 8/13/2018