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Registration.h
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26 
27 #pragma once
28 
29 #include "open3d/core/Tensor.h"
32 
33 namespace open3d {
34 namespace t {
35 namespace pipelines {
36 namespace kernel {
37 
52 core::Tensor ComputePosePointToPlane(const core::Tensor &source_positions,
53  const core::Tensor &target_positions,
54  const core::Tensor &target_normals,
55  const core::Tensor &correspondence_indices,
56  const registration::RobustKernel &kernel);
57 
80 core::Tensor ComputePoseColoredICP(const core::Tensor &source_positions,
81  const core::Tensor &source_colors,
82  const core::Tensor &target_positions,
83  const core::Tensor &target_normals,
84  const core::Tensor &target_colors,
85  const core::Tensor &target_color_gradients,
86  const core::Tensor &correspondence_indices,
87  const registration::RobustKernel &kernel,
88  const double &lambda_geometric);
89 
101 std::tuple<core::Tensor, core::Tensor> ComputeRtPointToPoint(
102  const core::Tensor &source_positions,
103  const core::Tensor &target_positions,
104  const core::Tensor &correspondence_indices);
105 
117  const core::Tensor &target_positions,
118  const core::Tensor &correspondence_indices);
119 
120 } // namespace kernel
121 } // namespace pipelines
122 } // namespace t
123 } // namespace open3d
std::tuple< core::Tensor, core::Tensor > ComputeRtPointToPoint(const core::Tensor &source_points, const core::Tensor &target_points, const core::Tensor &correspondence_indices)
Computes (R) Rotation {3,3} and (t) translation {3,} for point to point registration method...
Definition: Registration.cpp:116
Definition: PinholeCameraIntrinsic.cpp:35
core::Tensor ComputeInformationMatrix(const core::Tensor &target_points, const core::Tensor &correspondence_indices)
Computes Information Matrix of shape {6, 6}, of dtype Float64 on device CPU:0, from the target point ...
Definition: Registration.cpp:191
core::Tensor ComputePosePointToPlane(const core::Tensor &source_points, const core::Tensor &target_points, const core::Tensor &target_normals, const core::Tensor &correspondence_indices, const registration::RobustKernel &kernel)
Computes pose for point to plane registration method.
Definition: Registration.cpp:37
core::Tensor ComputePoseColoredICP(const core::Tensor &source_points, const core::Tensor &source_colors, const core::Tensor &target_points, const core::Tensor &target_normals, const core::Tensor &target_colors, const core::Tensor &target_color_gradients, const core::Tensor &correspondence_indices, const registration::RobustKernel &kernel, const double &lambda_geometric)
Computes pose for colored-icp registration method.
Definition: Registration.cpp:72