KDTreeFlann.h

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// The MIT License (MIT)
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// Copyright (c) 2018 www.open3d.org
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#pragma once

#include <Eigen/Core>
#include <memory>
#include <vector>

#include "open3d/geometry/Geometry.h"
#include "open3d/geometry/KDTreeSearchParam.h"
#include "open3d/pipelines/registration/Feature.h"

namespace flann {
template <typename T>
class Matrix;
template <typename T>
struct L2;
template <typename T>
class Index;
}  // namespace flann

namespace open3d {
namespace geometry {

class KDTreeFlann {
public:
    KDTreeFlann();
    KDTreeFlann(const Eigen::MatrixXd &data);
    KDTreeFlann(const Geometry &geometry);
    KDTreeFlann(const pipelines::registration::Feature &feature);
    ~KDTreeFlann();
    KDTreeFlann(const KDTreeFlann &) = delete;
    KDTreeFlann &operator=(const KDTreeFlann &) = delete;

public:
    bool SetMatrixData(const Eigen::MatrixXd &data);
    bool SetGeometry(const Geometry &geometry);
    bool SetFeature(const pipelines::registration::Feature &feature);

    template <typename T>
    int Search(const T &query,
               const KDTreeSearchParam &param,
               std::vector<int> &indices,
               std::vector<double> &distance2) const;

    template <typename T>
    int SearchKNN(const T &query,
                  int knn,
                  std::vector<int> &indices,
                  std::vector<double> &distance2) const;

    template <typename T>
    int SearchRadius(const T &query,
                     double radius,
                     std::vector<int> &indices,
                     std::vector<double> &distance2) const;

    template <typename T>
    int SearchHybrid(const T &query,
                     double radius,
                     int max_nn,
                     std::vector<int> &indices,
                     std::vector<double> &distance2) const;

private:
    bool SetRawData(const Eigen::Map<const Eigen::MatrixXd> &data);

protected:
    std::vector<double> data_;
    std::unique_ptr<flann::Matrix<double>> flann_dataset_;
    std::unique_ptr<flann::Index<flann::L2<double>>> flann_index_;
    size_t dimension_ = 0;
    size_t dataset_size_ = 0;
};

}  // namespace geometry
}  // namespace open3d