Open3D (C++ API)
Feature.h
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26 
27 #pragma once
28 
29 #include <Eigen/Core>
30 #include <memory>
31 #include <vector>
32 
34 
35 namespace open3d {
36 
37 namespace geometry {
38 class PointCloud;
39 }
40 
41 namespace registration {
42 
46 class Feature {
47 public:
52  void Resize(int dim, int n) {
53  data_.resize(dim, n);
54  data_.setZero();
55  }
57  size_t Dimension() const { return data_.rows(); }
59  size_t Num() const { return data_.cols(); }
60 
61 public:
63  Eigen::MatrixXd data_;
64 };
65 
70 std::shared_ptr<Feature> ComputeFPFHFeature(
71  const geometry::PointCloud &input,
72  const geometry::KDTreeSearchParam &search_param =
74 
75 } // namespace registration
76 } // namespace open3d
A point cloud consists of point coordinates, and optionally point colors and point normals...
Definition: PointCloud.h:54
void Resize(int dim, int n)
Definition: Feature.h:52
std::shared_ptr< Feature > ComputeFPFHFeature(const geometry::PointCloud &input, const geometry::KDTreeSearchParam &search_param)
Definition: Feature.cpp:117
Base class for KDTree search parameters.
Definition: KDTreeSearchParam.h:35
Eigen::MatrixXd data_
Data buffer storing features.
Definition: Feature.h:63
size_t Dimension() const
Returns feature dimensions per point.
Definition: Feature.h:57
Definition: Open3DViewer.h:29
KDTree search parameters for pure KNN search.
Definition: KDTreeSearchParam.h:63
Class to store featrues for registration.
Definition: Feature.h:46
size_t Num() const
Returns number of points.
Definition: Feature.h:59