open3d.pipelines.registration.registration_ransac_based_on_feature_matching#
- open3d.pipelines.registration.registration_ransac_based_on_feature_matching(source, target, source_feature, target_feature, mutual_filter, max_correspondence_distance, estimation_method=TransformationEstimationPointToPoint without scaling., ransac_n=3, checkers=[], criteria=RANSACConvergenceCriteria class with max_iteration=100000, and confidence=9.990000e-01)#
Function for global RANSAC registration based on feature matching
- Parameters:
source (open3d.geometry.PointCloud) – The source point cloud.
target (open3d.geometry.PointCloud) – The target point cloud.
source_feature (open3d.pipelines.registration.Feature) – Source point cloud feature.
target_feature (open3d.pipelines.registration.Feature) – Target point cloud feature.
mutual_filter (bool) – Enables mutual filter such that the correspondence of the source point’s correspondence is itself.
max_correspondence_distance (float) – Maximum correspondence points-pair distance.
estimation_method (open3d.pipelines.registration.TransformationEstimation, optional, default=TransformationEstimationPointToPoint without scaling.) – Estimation method. One of (
TransformationEstimationPointToPoint
,TransformationEstimationPointToPlane
,TransformationEstimationForGeneralizedICP
,TransformationEstimationForColoredICP
)ransac_n (int, optional, default=3) – Fit ransac with
ransac_n
correspondencescheckers (List[open3d.pipelines.registration.CorrespondenceChecker], optional, default=[]) – Vector of Checker class to check if two point clouds can be aligned. One of (
CorrespondenceCheckerBasedOnEdgeLength
,CorrespondenceCheckerBasedOnDistance
,CorrespondenceCheckerBasedOnNormal
)criteria (open3d.pipelines.registration.RANSACConvergenceCriteria, optional, default=RANSACConvergenceCriteria class with max_iteration=100000, and confidence=9.990000e-01) – Convergence criteria
- Returns:
open3d.pipelines.registration.RegistrationResult