/* This file is part of the Gudhi Library. The Gudhi library * (Geometric Understanding in Higher Dimensions) is a generic C++ * library for computational topology. * * Author: François Godi * * Copyright (C) 2015 Inria * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see . */ #ifndef DOC_BOTTLENECK_DISTANCE_INTRO_BOTTLENECK_DISTANCE_H_ #define DOC_BOTTLENECK_DISTANCE_INTRO_BOTTLENECK_DISTANCE_H_ // needs namespace for Doxygen to link on classes namespace Gudhi { // needs namespace for Doxygen to link on classes namespace persistence_diagram { /** \defgroup bottleneck_distance Bottleneck distance * * \author François Godi * @{ * * \section bottleneckdefinition Definition * * The bottleneck distance measures the similarity between two persistence diagrams. It is the shortest distance b for * which there exists a perfect matching between the points of the two diagrams (completed with all the points on the * diagonal in order to ignore cardinality mismatchs) such that any couple of matched points are at distance at most b. * * \image html perturb_pd.png On this picture, the red edges represent the matching. The bottleneck distance is the length of the longest edge. * */ /** @} */ // end defgroup bottleneck_distance } // namespace persistence_diagram } // namespace Gudhi #endif // DOC_BOTTLENECK_DISTANCE_INTRO_BOTTLENECK_DISTANCE_H_