thirdParty/PCL 1.12.0/include/pcl-1.12/pcl/ml/pairwise_potential.h

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/*
* Software License Agreement (BSD License)
*
* Point Cloud Library (PCL) - www.pointclouds.org
*
* 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,
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* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
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* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
* POSSIBILITY OF SUCH DAMAGE.
*
* Author : Christian Potthast
* Email : potthast@usc.edu
*
*/
#pragma once
#include <pcl/ml/permutohedral.h>
#include <vector>
namespace pcl {
class PairwisePotential {
public:
/** Constructor for PairwisePotential class. */
PairwisePotential(const std::vector<float>& feature,
const int D,
const int N,
const float w);
/** Deconstructor for PairwisePotential class. */
~PairwisePotential(){};
void
compute(std::vector<float>& out,
const std::vector<float>& in,
std::vector<float>& tmp,
int value_size) const;
protected:
/// Permutohedral lattice
Permutohedral lattice_;
/// Number of variables
int N_;
/// Weight
float w_;
/// Norm
std::vector<float> norm_;
public:
std::vector<float> bary_;
std::vector<float> features_;
};
} // namespace pcl