cartographer/cartographer/mapping/internal/3d/scan_matching/rotational_scan_matcher.h

58 lines
2.0 KiB
C++

/*
* Copyright 2016 The Cartographer Authors
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#ifndef CARTOGRAPHER_MAPPING_INTERNAL_3D_SCAN_MATCHING_ROTATIONAL_SCAN_MATCHER_H_
#define CARTOGRAPHER_MAPPING_INTERNAL_3D_SCAN_MATCHING_ROTATIONAL_SCAN_MATCHER_H_
#include <vector>
#include "Eigen/Geometry"
#include "cartographer/sensor/point_cloud.h"
namespace cartographer {
namespace mapping {
namespace scan_matching {
class RotationalScanMatcher {
public:
// Computes the histogram for a gravity aligned 'point_cloud'.
static Eigen::VectorXf ComputeHistogram(const sensor::PointCloud& point_cloud,
int histogram_size);
// Creates a matcher from the given histograms rotated by the given angles.
// The angles should be chosen to bring the histograms into approximately the
// same frame.
explicit RotationalScanMatcher(
const std::vector<std::pair<Eigen::VectorXf, float>>&
histograms_at_angles);
// Scores how well 'histogram' rotated by 'initial_angle' can be understood as
// further rotated by certain 'angles' relative to the 'nodes'. Each angle
// results in a score between 0 (worst) and 1 (best).
std::vector<float> Match(const Eigen::VectorXf& histogram,
float initial_angle,
const std::vector<float>& angles) const;
private:
Eigen::VectorXf histogram_;
};
} // namespace scan_matching
} // namespace mapping
} // namespace cartographer
#endif // CARTOGRAPHER_MAPPING_INTERNAL_3D_SCAN_MATCHING_ROTATIONAL_SCAN_MATCHER_H_