/* * Software License Agreement (BSD License) * * Point Cloud Library (PCL) - www.pointclouds.org * Copyright (c) 2014-, Open Perception, 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 the copyright holder(s) 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 namespace pcl { /** \brief Type for histograms for computing mean and variance of some floats. * * \author Timur Ibadov (ibadov.timur@gmail.com) * \ingroup common */ class PCL_EXPORTS FeatureHistogram { public: /** \brief Public constructor. * \param[in] number_of_bins number of bins in the histogram. * \param[in] min lower threshold. * \param[in] max upper threshold. */ FeatureHistogram (const std::size_t number_of_bins, const float min, const float max); /** \brief Public destructor. */ virtual ~FeatureHistogram (); /** \brief Get the lower threshold. * \return lower threshold. */ float getThresholdMin () const; /** \brief Get the upper threshold. * \return upper threshold. */ float getThresholdMax () const; /** \brief Get the number of elements was added to the histogram. * \return number of elements in the histogram. */ std::size_t getNumberOfElements () const; /** \brief Get number of bins in the histogram. * \return number of bins in the histogram. */ std::size_t getNumberOfBins () const; /** \brief Increase a bin, that corresponds the value. * \param[in] value new value. */ void addValue (float value); /** \brief Get value, corresponds to the greatest bin. * \return mean value of the greatest bin. */ float getMeanValue (); /** \brief Get variance of the value. * \return variance of the greatest bin. */ float getVariance (float mean); protected: /** \brief Vector, that contain the histogram. */ std::vector histogram_; /** \brief Min threshold. */ float threshold_min_; /** \brief Max threshold. */ float threshold_max_; /** \brief "Width" of a bin. */ float step_; /** \brief Number of values was added to the histogram. */ std::size_t number_of_elements_; /** \brief Number of bins. */ std::size_t number_of_bins_; }; }