ACloudViewer  3.9.4
A Modern Library for 3D Data Processing
FastGlobalRegistration.h
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1 // ----------------------------------------------------------------------------
2 // - CloudViewer: www.cloudViewer.org -
3 // ----------------------------------------------------------------------------
4 // Copyright (c) 2018-2024 www.cloudViewer.org
5 // SPDX-License-Identifier: MIT
6 // ----------------------------------------------------------------------------
7 
8 #pragma once
9 
10 #include <Optional.h>
11 
12 #include <Eigen/Core>
13 #include <Eigen/Geometry>
14 #include <tuple>
15 #include <vector>
16 
18 
19 class ccPointCloud;
20 namespace cloudViewer {
21 
22 namespace utility {
23 class Feature;
24 }
25 
26 namespace pipelines {
27 namespace registration {
28 
29 class RegistrationResult;
30 
35 public:
51  FastGlobalRegistrationOption(double division_factor = 1.4,
52  bool use_absolute_scale = false,
53  bool decrease_mu = true,
54  double maximum_correspondence_distance = 0.025,
55  int iteration_number = 64,
56  double tuple_scale = 0.95,
57  int maximum_tuple_count = 1000,
58  bool tuple_test = true)
59  : division_factor_(division_factor),
60  use_absolute_scale_(use_absolute_scale),
61  decrease_mu_(decrease_mu),
62  maximum_correspondence_distance_(maximum_correspondence_distance),
63  iteration_number_(iteration_number),
64  tuple_scale_(tuple_scale),
65  maximum_tuple_count_(maximum_tuple_count),
66  tuple_test_(tuple_test) {}
68 
69 public:
84  double tuple_scale_;
90 };
91 
99  const ccPointCloud &source,
100  const ccPointCloud &target,
101  const CorrespondenceSet &corres,
102  const FastGlobalRegistrationOption &option =
104 
112  const ccPointCloud &source,
113  const ccPointCloud &target,
114  const utility::Feature &source_feature,
115  const utility::Feature &target_feature,
116  const FastGlobalRegistrationOption &option =
118 
119 } // namespace registration
120 } // namespace pipelines
121 } // namespace cloudViewer
A 3D cloud and its associated features (color, normals, scalar fields, etc.)
FastGlobalRegistrationOption(double division_factor=1.4, bool use_absolute_scale=false, bool decrease_mu=true, double maximum_correspondence_distance=0.025, int iteration_number=64, double tuple_scale=0.95, int maximum_tuple_count=1000, bool tuple_test=true)
Parameterized Constructor.
double tuple_scale_
Similarity measure used for tuples of feature points.
double division_factor_
Division factor used for graduated non-convexity.
Class to store featrues for registration.
Definition: ecvFeature.h:29
std::vector< Eigen::Vector2i > CorrespondenceSet
RegistrationResult FastGlobalRegistrationBasedOnFeatureMatching(const ccPointCloud &source, const ccPointCloud &target, const utility::Feature &source_feature, const utility::Feature &target_feature, const FastGlobalRegistrationOption &option)
Fast Global Registration based on a given set of FPFH features.
RegistrationResult FastGlobalRegistrationBasedOnCorrespondence(const ccPointCloud &source, const ccPointCloud &target, const CorrespondenceSet &corres, const FastGlobalRegistrationOption &option)
Fast Global Registration based on a given set of correspondences.
Generic file read and write utility for python interface.