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gicp.h
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/*************************************************************
Generalized-ICP Copyright (c) 2009 Aleksandr Segal.
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.
* The names of the contributors may not 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.
*************************************************************/
#ifndef GICP_H_
#define GICP_H_
#include <ANN.h>
#include <vector>
#include <iostream>
//#include <gsl/gsl.h>
#include <semaphore.h>
#include "transform.h"
namespace dgc {
namespace gicp {
typedef double gicp_mat_t[3][3];
struct GICPPoint {
double x, y, z;
float range;
gicp_mat_t C; // covariance matrix
};
class GICPPointSet {
public:
GICPPointSet();
~GICPPointSet();
void BuildKDTree();
void ComputeMatrices();
void SavePoints(const char *filename);
void SaveMatrices(const char *filename);
int NumPoints() { return (int)point_.size(); }
void Clear(void);
int Size() { return point_.size(); }
inline void AppendPoint(GICPPoint const & pt) { point_.push_back(pt); }
void SetMaxIteration(int iter) { max_iteration_ = iter; }
void SetMaxIterationInner(int iter) { max_iteration_inner_ = iter; }
void SetEpsilon(double eps) { epsilon_ = eps; }
void SetSolveRotation(bool s) { solve_rotation_ = s; }
void SetGICPEpsilon(double eps) { gicp_epsilon_ = eps; }
void SetDebug(bool d) { debug_ = d; }
GICPPoint & operator[](int i) { return point_[i]; }
GICPPoint const& operator[](int i) const { return point_[i]; }
// returns number of iterations it took to converge
int AlignScan(GICPPointSet *scan, dgc_transform_t base_t, dgc_transform_t t, double max_match_dist, bool save_error_plot = 0);
private:
std::vector <GICPPoint> point_;
ANNpointArray kdtree_points_;
ANNkd_tree *kdtree_;
int max_iteration_;
int max_iteration_inner_;
double epsilon_;
double epsilon_rot_;
double gicp_epsilon_;
bool debug_;
bool solve_rotation_;
bool matrices_done_;
bool kdtree_done_;
pthread_mutex_t mutex_;
};
}
}
#endif