/* * Software License Agreement (BSD License) * * Point Cloud Library (PCL) - www.pointclouds.org * Copyright (c) 2010-2011, Willow Garage, Inc. * * All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * * Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * Redistributions in binary form must reproduce the above * copyright notice, this list of conditions and the following * disclaimer in the documentation and/or other materials provided * with the distribution. * * Neither the name of Willow Garage, Inc. nor the names of its * contributors may be used to endorse or promote products derived * from this software without specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE * COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN * ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE * POSSIBILITY OF SUCH DAMAGE. * */ #pragma once #include #include #include namespace pcl { /** Utility class interface which is used for creating and evaluating features. */ template class PCL_EXPORTS FeatureHandler { public: /** Destructor. */ virtual ~FeatureHandler(){}; /** Creates random features. * * \param[in] num_of_features the number of random features to create * \param[out] features the destination for the created features */ virtual void createRandomFeatures(const std::size_t num_of_features, std::vector& features) = 0; /** Evaluates a feature on the specified data. * * \param[in] feature the features to evaluate * \param[in] data_set the data set on which the feature is evaluated * \param[in] examples the examples which specify on which parts of the data set the * feature is evaluated * \param[out] results the destination for the results of the feature evaluation * \param[out] flags flags that are supplied together with the * results */ virtual void evaluateFeature(const FeatureType& feature, DataSet& data_set, std::vector& examples, std::vector& results, std::vector& flags) const = 0; /** Evaluates a feature on the specified data. * * \param[in] feature the features to evaluate * \param[in] data_set the data set on which the feature is evaluated * \param[in] example the examples which specify on which parts of the data set the * feature is evaluated * \param[out] result the destination for the results of the feature evaluation * \param[out] flag flags that are supplied together with the results */ virtual void evaluateFeature(const FeatureType& feature, DataSet& data_set, const ExampleIndex& example, float& result, unsigned char& flag) const = 0; /** Generates evaluation code for the specified feature and writes it to the specified * stream * * \param[in] feature the feature for which code is generated * \param[out] stream the destination for the code */ virtual void generateCodeForEvaluation(const FeatureType& feature, ::std::ostream& stream) const = 0; }; } // namespace pcl