UPGM++

Undirected Probabilistic Graphical Models in C++

University of Malaga (jotaraul@uma.es)

Personal webpage: http://mapir.isa.uma.es/jotaraul

Project webpage: http://mapir.isa.uma.es/work/upgmpp-library

ROS wrapper repository: https://github.com/MAPIRlab/upgmpp_wrapper

If you use UPGM++, please cite us by:

@INPROCEEDINGS{Ruiz-Sarmiento-REACTS-2015,
author = {Ruiz-Sarmiento, J. R. and Galindo, Cipriano and Gonz{'{a}}lez-Jim{'{e}}nez, Javier},
title = {UPGMpp: a Software Library for Contextual Object Recognition},
booktitle = {3rd. Workshop on Recognition and Action for Scene Understanding (REACTS)},
year = {2015}
}

General information

This is a standalone C++ library for Undirected Probabilistic Graphical Models. Some examples are provided for a better understanding of the library use. NEW! A ROS wrapper is now available here.

I want to thank Prof. Dr. Joachim Hertzberg and Mr. Martin Günther for the motivation and support that they gave me in the first steps of this library, which was started during my stay at the University of Osnabrück, Germany.

In this guide:

Prerequisities
Compiling
Installation
Known issues

Prerequisites

Install dependencies:

Eigen.
Boost.

liblbfgs:

  sudo apt-get install liblbfgs-dev

That package is available starting with Ubuntu 12.10 Raring; if you're using Ubuntu Precise, go to http://packages.ubuntu.com and download the Raring package (or later). You also need the dependency liblbfgs0. From the command line:

  cd /tmp
  wget http://de.archive.ubuntu.com/ubuntu/pool/universe/libl/liblbfgs/liblbfgs0_1.10-5_amd64.deb     # replace amd64 by i386 if compiling on a 32 bit Ubuntu
  wget http://de.archive.ubuntu.com/ubuntu/pool/universe/libl/liblbfgs/liblbfgs-dev_1.10-5_amd64.deb  # replace amd64 by i386 if compiling on a 32 bit Ubuntu
  sudo dpkg -i liblbfgs0_1.10-5_amd64.deb liblbfgs-dev_1.10-5_amd64.deb

Compiling

mkdir build && cd build && cmake .. && make

Installation

sudo make install

Known issues

At execution time:

If you selected the ENABLE_OPTIMIZATION_FLAG in CMake and your program crashes, it could be due to the -march=native flag. Try chaging its value (e.g. x86-64 check this) or removing it.