LBPLibrary 1.0.13

.NET Framework 4.6.1 This package targets .NET Framework 4.6.1. The package is compatible with this framework or higher. 
dotnet add package LBPLibrary --version 1.0.13                

                    
                

            
NuGet\Install-Package LBPLibrary -Version 1.0.13
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package. 
<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                

                    
                

            
#r "nuget: LBPLibrary, 1.0.13"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package. 
// Install LBPLibrary as a Cake Addin
#addin nuget:?package=LBPLibrary&version=1.0.13

// Install LBPLibrary as a Cake Tool
#tool nuget:?package=LBPLibrary&version=1.0.13

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 codecov

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}},
}
Product Compatible and additional computed target framework versions.
.NET Framework net461 is compatible.  net462 was computed.  net463 was computed.  net47 was computed.  net471 was computed.  net472 was computed.  net48 was computed.  net481 was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
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This package has no dependencies.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last updated
1.0.13 815 2/28/2019
1.0.12 615 2/28/2019
1.0.11 713 12/17/2018
1.0.10 707 10/26/2018
1.0.9 696 10/26/2018
1.0.8 766 9/27/2018
1.0.7 790 9/17/2018
1.0.6 825 8/30/2018
1.0.5 823 8/16/2018
1.0.4 851 8/16/2018
1.0.3 813 8/16/2018
1.0.2 843 8/16/2018
1.0.1 862 8/13/2018

New values to read from binary .dat file