Open3D (C++ API)
TransformationEstimation.h
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26 
27 #pragma once
28 
29 #include <Eigen/Core>
30 #include <memory>
31 #include <string>
32 #include <vector>
33 
34 namespace open3d {
35 
36 namespace geometry {
37 class PointCloud;
38 }
39 
40 namespace registration {
41 
42 typedef std::vector<Eigen::Vector2i> CorrespondenceSet;
43 
45  Unspecified = 0,
46  PointToPoint = 1,
47  PointToPlane = 2,
48  ColoredICP = 3,
49 };
50 
55 public:
58 
59 public:
61  const = 0;
62  virtual double ComputeRMSE(const geometry::PointCloud &source,
63  const geometry::PointCloud &target,
64  const CorrespondenceSet &corres) const = 0;
65  virtual Eigen::Matrix4d ComputeTransformation(
66  const geometry::PointCloud &source,
67  const geometry::PointCloud &target,
68  const CorrespondenceSet &corres) const = 0;
69 };
70 
73 public:
74  TransformationEstimationPointToPoint(bool with_scaling = false)
75  : with_scaling_(with_scaling) {}
77 
78 public:
80  const override {
81  return type_;
82  };
83  double ComputeRMSE(const geometry::PointCloud &source,
84  const geometry::PointCloud &target,
85  const CorrespondenceSet &corres) const override;
86  Eigen::Matrix4d ComputeTransformation(
87  const geometry::PointCloud &source,
88  const geometry::PointCloud &target,
89  const CorrespondenceSet &corres) const override;
90 
91 public:
92  bool with_scaling_ = false;
93 
94 private:
95  const TransformationEstimationType type_ =
96  TransformationEstimationType::PointToPoint;
97 };
98 
101 public:
104 
105 public:
107  const override {
108  return type_;
109  };
110  double ComputeRMSE(const geometry::PointCloud &source,
111  const geometry::PointCloud &target,
112  const CorrespondenceSet &corres) const override;
113  Eigen::Matrix4d ComputeTransformation(
114  const geometry::PointCloud &source,
115  const geometry::PointCloud &target,
116  const CorrespondenceSet &corres) const override;
117 
118 private:
119  const TransformationEstimationType type_ =
120  TransformationEstimationType::PointToPlane;
121 };
122 
123 } // namespace registration
124 } // namespace open3d
open3d::registration::TransformationEstimationPointToPoint::~TransformationEstimationPointToPoint
~TransformationEstimationPointToPoint() override
Definition: TransformationEstimation.h:76
open3d::registration::TransformationEstimationPointToPoint::GetTransformationEstimationType
TransformationEstimationType GetTransformationEstimationType() const override
Definition: TransformationEstimation.h:79
open3d::registration::TransformationEstimationPointToPlane
Estimate a transformation for point to plane distance.
Definition: TransformationEstimation.h:100
open3d::registration::TransformationEstimationPointToPlane::ComputeTransformation
Eigen::Matrix4d ComputeTransformation(const geometry::PointCloud &source, const geometry::PointCloud &target, const CorrespondenceSet &corres) const override
Definition: TransformationEstimation.cpp:77
open3d::registration::TransformationEstimationPointToPlane::TransformationEstimationPointToPlane
TransformationEstimationPointToPlane()
Definition: TransformationEstimation.h:102
open3d::registration::TransformationEstimationPointToPoint::with_scaling_
bool with_scaling_
Definition: TransformationEstimation.h:92
open3d::registration::TransformationEstimationType::Unspecified
@ Unspecified
open3d::registration::TransformationEstimationPointToPlane::ComputeRMSE
double ComputeRMSE(const geometry::PointCloud &source, const geometry::PointCloud &target, const CorrespondenceSet &corres) const override
Definition: TransformationEstimation.cpp:63
open3d::registration::TransformationEstimationPointToPoint::TransformationEstimationPointToPoint
TransformationEstimationPointToPoint(bool with_scaling=false)
Definition: TransformationEstimation.h:74
open3d::registration::TransformationEstimation::GetTransformationEstimationType
virtual TransformationEstimationType GetTransformationEstimationType() const =0
open3d::registration::TransformationEstimationPointToPlane::GetTransformationEstimationType
TransformationEstimationType GetTransformationEstimationType() const override
Definition: TransformationEstimation.h:106
open3d::registration::TransformationEstimationPointToPlane::~TransformationEstimationPointToPlane
~TransformationEstimationPointToPlane() override
Definition: TransformationEstimation.h:103
open3d::registration::TransformationEstimation
Definition: TransformationEstimation.h:54
open3d::registration::TransformationEstimationPointToPoint::ComputeTransformation
Eigen::Matrix4d ComputeTransformation(const geometry::PointCloud &source, const geometry::PointCloud &target, const CorrespondenceSet &corres) const override
Definition: TransformationEstimation.cpp:49
open3d::registration::TransformationEstimationPointToPoint::ComputeRMSE
double ComputeRMSE(const geometry::PointCloud &source, const geometry::PointCloud &target, const CorrespondenceSet &corres) const override
Definition: TransformationEstimation.cpp:37
open3d::registration::TransformationEstimation::ComputeTransformation
virtual Eigen::Matrix4d ComputeTransformation(const geometry::PointCloud &source, const geometry::PointCloud &target, const CorrespondenceSet &corres) const =0
open3d::geometry::PointCloud
Definition: PointCloud.h:50
open3d::registration::TransformationEstimation::ComputeRMSE
virtual double ComputeRMSE(const geometry::PointCloud &source, const geometry::PointCloud &target, const CorrespondenceSet &corres) const =0
open3d
Definition: PinholeCameraIntrinsic.cpp:34
open3d::registration::TransformationEstimationType
TransformationEstimationType
Definition: TransformationEstimation.h:44
open3d::registration::TransformationEstimation::~TransformationEstimation
virtual ~TransformationEstimation()
Definition: TransformationEstimation.h:57
open3d::registration::TransformationEstimationPointToPoint
Estimate a transformation for point to point distance.
Definition: TransformationEstimation.h:72
open3d::registration::CorrespondenceSet
std::vector< Eigen::Vector2i > CorrespondenceSet
Definition: TransformationEstimation.h:42
open3d::registration::TransformationEstimation::TransformationEstimation
TransformationEstimation()
Definition: TransformationEstimation.h:56