Metadata-Version: 2.1
Name: pybgs
Version: 3.0.0.post1
Summary: Python wrapper for bgslibrary using pybind11 and CMake
Home-page: https://github.com/andrewssobral/bgslibrary
Author: Andrews Sobral
Author-email: andrewssobral@gmail.com
License: MIT
Description: ## BGSLibrary
        A Background Subtraction Library
        
        [![Release](https://img.shields.io/badge/Release-3.0.0-blue.svg)](https://github.com/andrewssobral/bgslibrary/wiki/Build-status) [![License: GPL v3](https://img.shields.io/badge/License-MIT-blue.svg)](http://www.gnu.org/licenses/gpl-3.0) [![Platform: Windows, Linux, OS X](https://img.shields.io/badge/Platform-Windows%2C%20Linux%2C%20OS%20X-blue.svg)](https://github.com/andrewssobral/bgslibrary/wiki/Build-status) [![OpenCV](https://img.shields.io/badge/OpenCV-2.4.x%2C%203.x%2C%204.x-blue.svg)](https://github.com/andrewssobral/bgslibrary/wiki/Build-status) [![Wrapper: Python, MATLAB](https://img.shields.io/badge/Wrapper-Java%2C%20Python%2C%20MATLAB-orange.svg)](https://github.com/andrewssobral/bgslibrary/wiki/Build-status) [![Algorithms](https://img.shields.io/badge/Algorithms-43-red.svg)](https://github.com/andrewssobral/bgslibrary/wiki/List-of-available-algorithms)
        
        [![bgslibrary](http://i.giphy.com/5A94AZahSIVOw.gif)](https://youtu.be/_UbERwuQ0OU)
        
        Last page update: **06/08/2019**
        
        Library Version: **3.0.0** (see **[Build Status](https://github.com/andrewssobral/bgslibrary/wiki/Build-status)** and **[Release Notes](https://github.com/andrewssobral/bgslibrary/wiki/Release-notes)** for more info)
        
        The **BGSLibrary** was developed early 2012 by [Andrews Sobral](http://andrewssobral.wixsite.com/home) to provide an easy-to-use C++ framework (wrappers for Python, Java and MATLAB are also available) for foreground-background separation in videos based on [OpenCV](http://www.opencv.org/). The bgslibrary is compatible with OpenCV 2.4.x, 3.x and 4.x, and compiles under Windows, Linux, and Mac OS X. Currently the library contains **43** algorithms. The source code is available under the [MIT license](https://opensource.org/licenses/MIT), the library is available free of charge to all users, academic and commercial.
        
        * [List of available algorithms](https://github.com/andrewssobral/bgslibrary/wiki/List-of-available-algorithms)
        * [Algorithms benchmark](https://github.com/andrewssobral/bgslibrary/wiki/Algorithms-benchmark)
        * [Which algorithms really matter?](https://github.com/andrewssobral/bgslibrary/wiki/Which-algorithms-really-matter%3F)
        * [Library architecture](https://github.com/andrewssobral/bgslibrary/wiki/Library-architecture)
        
        * Installation instructions
        
        You can either install BGSLibrary via [pre-built binary package](https://github.com/andrewssobral/bgslibrary/releases) or build it from source via:
        
        `git clone --recursive https://github.com/andrewssobral/bgslibrary.git`
        
        * * [Windows installation](https://github.com/andrewssobral/bgslibrary/wiki/Installation-instructions---Windows)
        
        * * [Ubuntu / OS X installation](https://github.com/andrewssobral/bgslibrary/wiki/Installation-instructions-Ubuntu-or-OSX)
        
        Supported Compilers are:
        
            GCC 4.8 and above
            Clang 3.4 and above
            MSVC 2015, 2017, 2019
        
        Other compilers might work, but are not officially supported.
        The bgslibrary requires some features from the ISO C++ 2014 standard.
        
        * Graphical User Interface:
        
        *  * [C++ QT](https://github.com/andrewssobral/bgslibrary/wiki/Graphical-User-Interface:-QT) ***(Official)***
        *  * [C++ MFC](https://github.com/andrewssobral/bgslibrary/wiki/Graphical-User-Interface:-MFC) ***(Deprecated)***
        *  * [Java](https://github.com/andrewssobral/bgslibrary/wiki/Graphical-User-Interface:-Java) ***(Obsolete)***
        
        * Wrappers:
        
        *  * [Python](https://github.com/andrewssobral/bgslibrary/wiki/Wrapper:-Python)
        *  * [MATLAB](https://github.com/andrewssobral/bgslibrary/wiki/Wrapper:-MATLAB)
        *  * [Java](https://github.com/andrewssobral/bgslibrary/wiki/Wrapper:-Java)
        
        * [Docker images](https://github.com/andrewssobral/bgslibrary/wiki/Docker-images)
        * [How to integrate BGSLibrary in your own CPP code](https://github.com/andrewssobral/bgslibrary/wiki/How-to-integrate-BGSLibrary-in-your-own-CPP-code)
        * [How to contribute](https://github.com/andrewssobral/bgslibrary/wiki/How-to-contribute)
        * [List of collaborators](https://github.com/andrewssobral/bgslibrary/wiki/List-of-collaborators)
        * [Release notes](https://github.com/andrewssobral/bgslibrary/wiki/Release-notes)
        
        
        Citation
        --------
        
        If you use this library for your publications, please cite it as:
        ```
        @inproceedings{bgslibrary,
        author    = {Sobral, Andrews},
        title     = {{BGSLibrary}: An OpenCV C++ Background Subtraction Library},
        booktitle = {IX Workshop de Visão Computacional (WVC'2013)},
        address   = {Rio de Janeiro, Brazil},
        year      = {2013},
        month     = {Jun},
        url       = {https://github.com/andrewssobral/bgslibrary}
        }
        ```
        A chapter about the BGSLibrary has been published in the handbook on [Background Modeling and Foreground Detection for Video Surveillance](https://sites.google.com/site/backgroundmodeling/).
        ```
        @incollection{bgslibrarychapter,
        author    = {Sobral, Andrews and Bouwmans, Thierry},
        title     = {BGS Library: A Library Framework for Algorithm’s Evaluation in Foreground/Background Segmentation},
        booktitle = {Background Modeling and Foreground Detection for Video Surveillance},
        publisher = {CRC Press, Taylor and Francis Group.}
        year      = {2014},
        }
        ```
        
        
        Download PDF:
        * Sobral, Andrews. BGSLibrary: An OpenCV C++ Background Subtraction Library. IX Workshop de Visão Computacional (WVC'2013), Rio de Janeiro, Brazil, Jun. 2013. ([PDF](http://www.researchgate.net/publication/257424214_BGSLibrary_An_OpenCV_C_Background_Subtraction_Library) in brazilian-portuguese containing an english abstract).
        
        * Sobral, Andrews; Bouwmans, Thierry. "BGS Library: A Library Framework for Algorithm’s Evaluation in Foreground/Background Segmentation". Chapter on the handbook "Background Modeling and Foreground Detection for Video Surveillance", CRC Press, Taylor and Francis Group, 2014. ([PDF](http://www.researchgate.net/publication/257424214_BGSLibrary_An_OpenCV_C_Background_Subtraction_Library) in english).
        
        
        Some references
        ---------------
        
        Some algorithms of the BGSLibrary were used successfully in the following papers: 
        
        * (2014) Sobral, Andrews; Vacavant, Antoine. A comprehensive review of background subtraction algorithms evaluated with synthetic and real videos. Computer Vision and Image Understanding (CVIU), 2014. ([Online](http://dx.doi.org/10.1016/j.cviu.2013.12.005)) ([PDF](http://www.researchgate.net/publication/259340906_A_comprehensive_review_of_background_subtraction_algorithms_evaluated_with_synthetic_and_real_videos))
        
        * (2013) Sobral, Andrews; Oliveira, Luciano; Schnitman, Leizer; Souza, Felippe. (**Best Paper Award**) Highway Traffic Congestion Classification Using Holistic Properties. In International Conference on Signal Processing, Pattern Recognition and Applications (SPPRA'2013), Innsbruck, Austria, Feb 2013. ([Online](http://dx.doi.org/10.2316/P.2013.798-105)) ([PDF](http://www.researchgate.net/publication/233427564_HIGHWAY_TRAFFIC_CONGESTION_CLASSIFICATION_USING_HOLISTIC_PROPERTIES))
        
        
        Videos
        ------
        
        <p align="center">
        <a href="https://www.youtube.com/watch?v=_UbERwuQ0OU" target="_blank">
        <img src="https://sites.google.com/site/andrewssobral/bgslibrary_qt_gui_video.png?width=600" border="0" />
        </a>
        </p>
        
        <p align="center">
        <a href="https://www.youtube.com/watch?v=Ccqa9KBO9_U" target="_blank">
        <img src="https://sites.google.com/site/andrewssobral/bgslibrary_youtube.png?width=600" border="0" />
        </a>
        </p>
        
Keywords: BGSLibrary,Background Subtraction,Computer Vision,Machine Learning
Platform: UNKNOWN
Description-Content-Type: text/markdown
