open3d.camera.PinholeCameraIntrinsic
open3d.camera.PinholeCameraIntrinsicParameters
open3d.camera.PinholeCameraParameters
open3d.camera.PinholeCameraTrajectory
open3d.core
open3d.core.Device
open3d.core.Dtype
open3d.core.DynamicSizeVector
open3d.core.HashMap
open3d.core.HashSet
open3d.core.Scalar
open3d.core.Tensor
open3d.core.Tensor.Topen3d.core.Tensor.absopen3d.core.Tensor.abs_open3d.core.Tensor.addopen3d.core.Tensor.add_open3d.core.Tensor.allopen3d.core.Tensor.allcloseopen3d.core.Tensor.anyopen3d.core.Tensor.appendopen3d.core.Tensor.arangeopen3d.core.Tensor.argmaxopen3d.core.Tensor.argminopen3d.core.Tensor.ceilopen3d.core.Tensor.clipopen3d.core.Tensor.clip_open3d.core.Tensor.cloneopen3d.core.Tensor.contiguousopen3d.core.Tensor.cosopen3d.core.Tensor.cos_open3d.core.Tensor.cpuopen3d.core.Tensor.cudaopen3d.core.Tensor.detopen3d.core.Tensor.diagopen3d.core.Tensor.divopen3d.core.Tensor.div_open3d.core.Tensor.emptyopen3d.core.Tensor.eqopen3d.core.Tensor.eq_open3d.core.Tensor.expopen3d.core.Tensor.exp_open3d.core.Tensor.eyeopen3d.core.Tensor.flattenopen3d.core.Tensor.flooropen3d.core.Tensor.from_dlpackopen3d.core.Tensor.from_numpyopen3d.core.Tensor.fullopen3d.core.Tensor.geopen3d.core.Tensor.ge_open3d.core.Tensor.gtopen3d.core.Tensor.gt_open3d.core.Tensor.invopen3d.core.Tensor.is_contiguousopen3d.core.Tensor.iscloseopen3d.core.Tensor.isfiniteopen3d.core.Tensor.isinfopen3d.core.Tensor.isnanopen3d.core.Tensor.issameopen3d.core.Tensor.itemopen3d.core.Tensor.leopen3d.core.Tensor.le_open3d.core.Tensor.loadopen3d.core.Tensor.logical_andopen3d.core.Tensor.logical_and_open3d.core.Tensor.logical_notopen3d.core.Tensor.logical_not_open3d.core.Tensor.logical_oropen3d.core.Tensor.logical_or_open3d.core.Tensor.logical_xoropen3d.core.Tensor.logical_xor_open3d.core.Tensor.lstsqopen3d.core.Tensor.ltopen3d.core.Tensor.lt_open3d.core.Tensor.luopen3d.core.Tensor.lu_ipivopen3d.core.Tensor.matmulopen3d.core.Tensor.maxopen3d.core.Tensor.meanopen3d.core.Tensor.minopen3d.core.Tensor.mulopen3d.core.Tensor.mul_open3d.core.Tensor.neopen3d.core.Tensor.ne_open3d.core.Tensor.negopen3d.core.Tensor.neg_open3d.core.Tensor.nonzeroopen3d.core.Tensor.num_elementsopen3d.core.Tensor.numpyopen3d.core.Tensor.onesopen3d.core.Tensor.prodopen3d.core.Tensor.reshapeopen3d.core.Tensor.roundopen3d.core.Tensor.saveopen3d.core.Tensor.sinopen3d.core.Tensor.sin_open3d.core.Tensor.solveopen3d.core.Tensor.sqrtopen3d.core.Tensor.sqrt_open3d.core.Tensor.subopen3d.core.Tensor.sub_open3d.core.Tensor.sumopen3d.core.Tensor.svdopen3d.core.Tensor.toopen3d.core.Tensor.to_dlpackopen3d.core.Tensor.trilopen3d.core.Tensor.triuopen3d.core.Tensor.triulopen3d.core.Tensor.truncopen3d.core.Tensor.zerosopen3d.core.Tensor.blobopen3d.core.Tensor.deviceopen3d.core.Tensor.dtypeopen3d.core.Tensor.is_cpuopen3d.core.Tensor.is_cudaopen3d.core.Tensor.ndimopen3d.core.Tensor.shapeopen3d.core.Tensor.strides
open3d.data.ArmadilloMesh
open3d.data.AvocadoModel
open3d.data.BedroomRGBDImages
open3d.data.BunnyMesh
open3d.data.CrateModel
open3d.data.DamagedHelmetModel
open3d.data.DataDescriptor
open3d.data.Dataset
open3d.data.DemoColoredICPPointClouds
open3d.data.DemoCropPointCloud
open3d.data.DemoCustomVisualization
open3d.data.DemoFeatureMatchingPointClouds
open3d.data.DemoICPPointClouds
open3d.data.DemoPoseGraphOptimization
open3d.data.DownloadDataset
open3d.data.EaglePointCloud
open3d.data.FlightHelmetModel
open3d.data.JackJackL515Bag
open3d.data.JuneauImage
open3d.data.KnotMesh
open3d.data.LivingRoomPointClouds
open3d.data.LoungeRGBDImages
open3d.data.MetalTexture
open3d.data.MonkeyModel
open3d.data.OfficePointClouds
open3d.data.PCDPointCloud
open3d.data.PLYPointCloud
open3d.data.PaintedPlasterTexture
open3d.data.RedwoodIndoorLivingRoom1
open3d.data.RedwoodIndoorLivingRoom2
open3d.data.RedwoodIndoorOffice1
open3d.data.RedwoodIndoorOffice2
open3d.data.SampleFountainRGBDImages
open3d.data.SampleL515Bag
open3d.data.SampleNYURGBDImage
open3d.data.SampleRedwoodRGBDImages
open3d.data.SampleSUNRGBDImage
open3d.data.SampleTUMRGBDImage
open3d.data.SwordModel
open3d.data.TerrazzoTexture
open3d.data.TilesTexture
open3d.data.WoodFloorTexture
open3d.data.WoodTexture
open3d.geometry.AxisAlignedBoundingBox
open3d.geometry.AxisAlignedBoundingBox.valueopen3d.geometry.AxisAlignedBoundingBox.clearopen3d.geometry.AxisAlignedBoundingBox.create_from_pointsopen3d.geometry.AxisAlignedBoundingBox.dimensionopen3d.geometry.AxisAlignedBoundingBox.get_axis_aligned_bounding_boxopen3d.geometry.AxisAlignedBoundingBox.get_box_pointsopen3d.geometry.AxisAlignedBoundingBox.get_centeropen3d.geometry.AxisAlignedBoundingBox.get_extentopen3d.geometry.AxisAlignedBoundingBox.get_geometry_typeopen3d.geometry.AxisAlignedBoundingBox.get_half_extentopen3d.geometry.AxisAlignedBoundingBox.get_max_boundopen3d.geometry.AxisAlignedBoundingBox.get_max_extentopen3d.geometry.AxisAlignedBoundingBox.get_min_boundopen3d.geometry.AxisAlignedBoundingBox.get_minimal_oriented_bounding_boxopen3d.geometry.AxisAlignedBoundingBox.get_oriented_bounding_boxopen3d.geometry.AxisAlignedBoundingBox.get_point_indices_within_bounding_boxopen3d.geometry.AxisAlignedBoundingBox.get_print_infoopen3d.geometry.AxisAlignedBoundingBox.get_rotation_matrix_from_axis_angleopen3d.geometry.AxisAlignedBoundingBox.get_rotation_matrix_from_quaternionopen3d.geometry.AxisAlignedBoundingBox.get_rotation_matrix_from_xyzopen3d.geometry.AxisAlignedBoundingBox.get_rotation_matrix_from_xzyopen3d.geometry.AxisAlignedBoundingBox.get_rotation_matrix_from_yxzopen3d.geometry.AxisAlignedBoundingBox.get_rotation_matrix_from_yzxopen3d.geometry.AxisAlignedBoundingBox.get_rotation_matrix_from_zxyopen3d.geometry.AxisAlignedBoundingBox.get_rotation_matrix_from_zyxopen3d.geometry.AxisAlignedBoundingBox.is_emptyopen3d.geometry.AxisAlignedBoundingBox.rotateopen3d.geometry.AxisAlignedBoundingBox.scaleopen3d.geometry.AxisAlignedBoundingBox.transformopen3d.geometry.AxisAlignedBoundingBox.translateopen3d.geometry.AxisAlignedBoundingBox.volumeopen3d.geometry.AxisAlignedBoundingBox.coloropen3d.geometry.AxisAlignedBoundingBox.max_boundopen3d.geometry.AxisAlignedBoundingBox.min_bound
open3d.geometry.DeformAsRigidAsPossibleEnergy
open3d.geometry.FilterScope
open3d.geometry.Geometry
open3d.geometry.Geometry2D
open3d.geometry.Geometry3D
open3d.geometry.HalfEdge
open3d.geometry.HalfEdgeTriangleMesh
open3d.geometry.HalfEdgeTriangleMesh.valueopen3d.geometry.HalfEdgeTriangleMesh.boundary_half_edges_from_vertexopen3d.geometry.HalfEdgeTriangleMesh.boundary_vertices_from_vertexopen3d.geometry.HalfEdgeTriangleMesh.clearopen3d.geometry.HalfEdgeTriangleMesh.compute_convex_hullopen3d.geometry.HalfEdgeTriangleMesh.create_from_triangle_meshopen3d.geometry.HalfEdgeTriangleMesh.dimensionopen3d.geometry.HalfEdgeTriangleMesh.get_axis_aligned_bounding_boxopen3d.geometry.HalfEdgeTriangleMesh.get_boundariesopen3d.geometry.HalfEdgeTriangleMesh.get_centeropen3d.geometry.HalfEdgeTriangleMesh.get_geometry_typeopen3d.geometry.HalfEdgeTriangleMesh.get_max_boundopen3d.geometry.HalfEdgeTriangleMesh.get_min_boundopen3d.geometry.HalfEdgeTriangleMesh.get_minimal_oriented_bounding_boxopen3d.geometry.HalfEdgeTriangleMesh.get_oriented_bounding_boxopen3d.geometry.HalfEdgeTriangleMesh.get_rotation_matrix_from_axis_angleopen3d.geometry.HalfEdgeTriangleMesh.get_rotation_matrix_from_quaternionopen3d.geometry.HalfEdgeTriangleMesh.get_rotation_matrix_from_xyzopen3d.geometry.HalfEdgeTriangleMesh.get_rotation_matrix_from_xzyopen3d.geometry.HalfEdgeTriangleMesh.get_rotation_matrix_from_yxzopen3d.geometry.HalfEdgeTriangleMesh.get_rotation_matrix_from_yzxopen3d.geometry.HalfEdgeTriangleMesh.get_rotation_matrix_from_zxyopen3d.geometry.HalfEdgeTriangleMesh.get_rotation_matrix_from_zyxopen3d.geometry.HalfEdgeTriangleMesh.has_half_edgesopen3d.geometry.HalfEdgeTriangleMesh.has_vertex_colorsopen3d.geometry.HalfEdgeTriangleMesh.has_vertex_normalsopen3d.geometry.HalfEdgeTriangleMesh.has_verticesopen3d.geometry.HalfEdgeTriangleMesh.is_emptyopen3d.geometry.HalfEdgeTriangleMesh.normalize_normalsopen3d.geometry.HalfEdgeTriangleMesh.paint_uniform_coloropen3d.geometry.HalfEdgeTriangleMesh.rotateopen3d.geometry.HalfEdgeTriangleMesh.scaleopen3d.geometry.HalfEdgeTriangleMesh.transformopen3d.geometry.HalfEdgeTriangleMesh.translateopen3d.geometry.HalfEdgeTriangleMesh.half_edgesopen3d.geometry.HalfEdgeTriangleMesh.ordered_half_edge_from_vertexopen3d.geometry.HalfEdgeTriangleMesh.triangle_normalsopen3d.geometry.HalfEdgeTriangleMesh.trianglesopen3d.geometry.HalfEdgeTriangleMesh.vertex_colorsopen3d.geometry.HalfEdgeTriangleMesh.vertex_normalsopen3d.geometry.HalfEdgeTriangleMesh.vertices
open3d.geometry.Image
open3d.geometry.ImageFilterType
open3d.geometry.KDTreeFlann
open3d.geometry.KDTreeSearchParam
open3d.geometry.KDTreeSearchParamHybrid
open3d.geometry.KDTreeSearchParamKNN
open3d.geometry.KDTreeSearchParamRadius
open3d.geometry.LineSet
open3d.geometry.LineSet.valueopen3d.geometry.LineSet.clearopen3d.geometry.LineSet.create_camera_visualizationopen3d.geometry.LineSet.create_from_axis_aligned_bounding_boxopen3d.geometry.LineSet.create_from_oriented_bounding_boxopen3d.geometry.LineSet.create_from_point_cloud_correspondencesopen3d.geometry.LineSet.create_from_tetra_meshopen3d.geometry.LineSet.create_from_triangle_meshopen3d.geometry.LineSet.dimensionopen3d.geometry.LineSet.get_axis_aligned_bounding_boxopen3d.geometry.LineSet.get_centeropen3d.geometry.LineSet.get_geometry_typeopen3d.geometry.LineSet.get_line_coordinateopen3d.geometry.LineSet.get_max_boundopen3d.geometry.LineSet.get_min_boundopen3d.geometry.LineSet.get_minimal_oriented_bounding_boxopen3d.geometry.LineSet.get_oriented_bounding_boxopen3d.geometry.LineSet.get_rotation_matrix_from_axis_angleopen3d.geometry.LineSet.get_rotation_matrix_from_quaternionopen3d.geometry.LineSet.get_rotation_matrix_from_xyzopen3d.geometry.LineSet.get_rotation_matrix_from_xzyopen3d.geometry.LineSet.get_rotation_matrix_from_yxzopen3d.geometry.LineSet.get_rotation_matrix_from_yzxopen3d.geometry.LineSet.get_rotation_matrix_from_zxyopen3d.geometry.LineSet.get_rotation_matrix_from_zyxopen3d.geometry.LineSet.has_colorsopen3d.geometry.LineSet.has_linesopen3d.geometry.LineSet.has_pointsopen3d.geometry.LineSet.is_emptyopen3d.geometry.LineSet.paint_uniform_coloropen3d.geometry.LineSet.rotateopen3d.geometry.LineSet.scaleopen3d.geometry.LineSet.transformopen3d.geometry.LineSet.translateopen3d.geometry.LineSet.colorsopen3d.geometry.LineSet.linesopen3d.geometry.LineSet.points
open3d.geometry.MeshBase
open3d.geometry.Octree
open3d.geometry.OctreeColorLeafNode
open3d.geometry.OctreeInternalNode
open3d.geometry.OctreeInternalPointNode
open3d.geometry.OctreeLeafNode
open3d.geometry.OctreeNodeInfo
open3d.geometry.OctreePointColorLeafNode
open3d.geometry.OrientedBoundingBox
open3d.geometry.OrientedBoundingBox.valueopen3d.geometry.OrientedBoundingBox.clearopen3d.geometry.OrientedBoundingBox.create_from_axis_aligned_bounding_boxopen3d.geometry.OrientedBoundingBox.create_from_pointsopen3d.geometry.OrientedBoundingBox.dimensionopen3d.geometry.OrientedBoundingBox.get_axis_aligned_bounding_boxopen3d.geometry.OrientedBoundingBox.get_box_pointsopen3d.geometry.OrientedBoundingBox.get_centeropen3d.geometry.OrientedBoundingBox.get_geometry_typeopen3d.geometry.OrientedBoundingBox.get_max_boundopen3d.geometry.OrientedBoundingBox.get_min_boundopen3d.geometry.OrientedBoundingBox.get_minimal_oriented_bounding_boxopen3d.geometry.OrientedBoundingBox.get_oriented_bounding_boxopen3d.geometry.OrientedBoundingBox.get_point_indices_within_bounding_boxopen3d.geometry.OrientedBoundingBox.get_rotation_matrix_from_axis_angleopen3d.geometry.OrientedBoundingBox.get_rotation_matrix_from_quaternionopen3d.geometry.OrientedBoundingBox.get_rotation_matrix_from_xyzopen3d.geometry.OrientedBoundingBox.get_rotation_matrix_from_xzyopen3d.geometry.OrientedBoundingBox.get_rotation_matrix_from_yxzopen3d.geometry.OrientedBoundingBox.get_rotation_matrix_from_yzxopen3d.geometry.OrientedBoundingBox.get_rotation_matrix_from_zxyopen3d.geometry.OrientedBoundingBox.get_rotation_matrix_from_zyxopen3d.geometry.OrientedBoundingBox.is_emptyopen3d.geometry.OrientedBoundingBox.rotateopen3d.geometry.OrientedBoundingBox.scaleopen3d.geometry.OrientedBoundingBox.transformopen3d.geometry.OrientedBoundingBox.translateopen3d.geometry.OrientedBoundingBox.volumeopen3d.geometry.OrientedBoundingBox.Ropen3d.geometry.OrientedBoundingBox.centeropen3d.geometry.OrientedBoundingBox.coloropen3d.geometry.OrientedBoundingBox.extent
open3d.geometry.PointCloud
open3d.geometry.PointCloud.valueopen3d.geometry.PointCloud.clearopen3d.geometry.PointCloud.cluster_dbscanopen3d.geometry.PointCloud.compute_convex_hullopen3d.geometry.PointCloud.compute_mahalanobis_distanceopen3d.geometry.PointCloud.compute_mean_and_covarianceopen3d.geometry.PointCloud.compute_nearest_neighbor_distanceopen3d.geometry.PointCloud.compute_point_cloud_distanceopen3d.geometry.PointCloud.create_from_depth_imageopen3d.geometry.PointCloud.create_from_rgbd_imageopen3d.geometry.PointCloud.cropopen3d.geometry.PointCloud.detect_planar_patchesopen3d.geometry.PointCloud.dimensionopen3d.geometry.PointCloud.estimate_covariancesopen3d.geometry.PointCloud.estimate_normalsopen3d.geometry.PointCloud.estimate_point_covariancesopen3d.geometry.PointCloud.farthest_point_down_sampleopen3d.geometry.PointCloud.get_axis_aligned_bounding_boxopen3d.geometry.PointCloud.get_centeropen3d.geometry.PointCloud.get_geometry_typeopen3d.geometry.PointCloud.get_max_boundopen3d.geometry.PointCloud.get_min_boundopen3d.geometry.PointCloud.get_minimal_oriented_bounding_boxopen3d.geometry.PointCloud.get_oriented_bounding_boxopen3d.geometry.PointCloud.get_rotation_matrix_from_axis_angleopen3d.geometry.PointCloud.get_rotation_matrix_from_quaternionopen3d.geometry.PointCloud.get_rotation_matrix_from_xyzopen3d.geometry.PointCloud.get_rotation_matrix_from_xzyopen3d.geometry.PointCloud.get_rotation_matrix_from_yxzopen3d.geometry.PointCloud.get_rotation_matrix_from_yzxopen3d.geometry.PointCloud.get_rotation_matrix_from_zxyopen3d.geometry.PointCloud.get_rotation_matrix_from_zyxopen3d.geometry.PointCloud.has_colorsopen3d.geometry.PointCloud.has_covariancesopen3d.geometry.PointCloud.has_normalsopen3d.geometry.PointCloud.has_pointsopen3d.geometry.PointCloud.hidden_point_removalopen3d.geometry.PointCloud.is_emptyopen3d.geometry.PointCloud.normalize_normalsopen3d.geometry.PointCloud.orient_normals_consistent_tangent_planeopen3d.geometry.PointCloud.orient_normals_to_align_with_directionopen3d.geometry.PointCloud.orient_normals_towards_camera_locationopen3d.geometry.PointCloud.paint_uniform_coloropen3d.geometry.PointCloud.random_down_sampleopen3d.geometry.PointCloud.remove_duplicated_pointsopen3d.geometry.PointCloud.remove_non_finite_pointsopen3d.geometry.PointCloud.remove_radius_outlieropen3d.geometry.PointCloud.remove_statistical_outlieropen3d.geometry.PointCloud.rotateopen3d.geometry.PointCloud.scaleopen3d.geometry.PointCloud.segment_planeopen3d.geometry.PointCloud.select_by_indexopen3d.geometry.PointCloud.transformopen3d.geometry.PointCloud.translateopen3d.geometry.PointCloud.uniform_down_sampleopen3d.geometry.PointCloud.voxel_down_sampleopen3d.geometry.PointCloud.voxel_down_sample_and_traceopen3d.geometry.PointCloud.colorsopen3d.geometry.PointCloud.covariancesopen3d.geometry.PointCloud.normalsopen3d.geometry.PointCloud.points
open3d.geometry.RGBDImage
open3d.geometry.SimplificationContraction
open3d.geometry.TetraMesh
open3d.geometry.TetraMesh.valueopen3d.geometry.TetraMesh.clearopen3d.geometry.TetraMesh.compute_convex_hullopen3d.geometry.TetraMesh.create_from_point_cloudopen3d.geometry.TetraMesh.dimensionopen3d.geometry.TetraMesh.extract_triangle_meshopen3d.geometry.TetraMesh.get_axis_aligned_bounding_boxopen3d.geometry.TetraMesh.get_centeropen3d.geometry.TetraMesh.get_geometry_typeopen3d.geometry.TetraMesh.get_max_boundopen3d.geometry.TetraMesh.get_min_boundopen3d.geometry.TetraMesh.get_minimal_oriented_bounding_boxopen3d.geometry.TetraMesh.get_oriented_bounding_boxopen3d.geometry.TetraMesh.get_rotation_matrix_from_axis_angleopen3d.geometry.TetraMesh.get_rotation_matrix_from_quaternionopen3d.geometry.TetraMesh.get_rotation_matrix_from_xyzopen3d.geometry.TetraMesh.get_rotation_matrix_from_xzyopen3d.geometry.TetraMesh.get_rotation_matrix_from_yxzopen3d.geometry.TetraMesh.get_rotation_matrix_from_yzxopen3d.geometry.TetraMesh.get_rotation_matrix_from_zxyopen3d.geometry.TetraMesh.get_rotation_matrix_from_zyxopen3d.geometry.TetraMesh.has_tetrasopen3d.geometry.TetraMesh.has_vertex_colorsopen3d.geometry.TetraMesh.has_vertex_normalsopen3d.geometry.TetraMesh.has_verticesopen3d.geometry.TetraMesh.is_emptyopen3d.geometry.TetraMesh.normalize_normalsopen3d.geometry.TetraMesh.paint_uniform_coloropen3d.geometry.TetraMesh.remove_degenerate_tetrasopen3d.geometry.TetraMesh.remove_duplicated_tetrasopen3d.geometry.TetraMesh.remove_duplicated_verticesopen3d.geometry.TetraMesh.remove_unreferenced_verticesopen3d.geometry.TetraMesh.rotateopen3d.geometry.TetraMesh.scaleopen3d.geometry.TetraMesh.transformopen3d.geometry.TetraMesh.translateopen3d.geometry.TetraMesh.tetrasopen3d.geometry.TetraMesh.vertex_colorsopen3d.geometry.TetraMesh.vertex_normalsopen3d.geometry.TetraMesh.vertices
open3d.geometry.TriangleMesh
open3d.geometry.TriangleMesh.valueopen3d.geometry.TriangleMesh.clearopen3d.geometry.TriangleMesh.cluster_connected_trianglesopen3d.geometry.TriangleMesh.compute_adjacency_listopen3d.geometry.TriangleMesh.compute_convex_hullopen3d.geometry.TriangleMesh.compute_triangle_normalsopen3d.geometry.TriangleMesh.compute_vertex_normalsopen3d.geometry.TriangleMesh.create_arrowopen3d.geometry.TriangleMesh.create_boxopen3d.geometry.TriangleMesh.create_coneopen3d.geometry.TriangleMesh.create_coordinate_frameopen3d.geometry.TriangleMesh.create_cylinderopen3d.geometry.TriangleMesh.create_from_oriented_bounding_boxopen3d.geometry.TriangleMesh.create_from_point_cloud_alpha_shapeopen3d.geometry.TriangleMesh.create_from_point_cloud_ball_pivotingopen3d.geometry.TriangleMesh.create_from_point_cloud_poissonopen3d.geometry.TriangleMesh.create_icosahedronopen3d.geometry.TriangleMesh.create_mobiusopen3d.geometry.TriangleMesh.create_octahedronopen3d.geometry.TriangleMesh.create_sphereopen3d.geometry.TriangleMesh.create_tetrahedronopen3d.geometry.TriangleMesh.create_torusopen3d.geometry.TriangleMesh.cropopen3d.geometry.TriangleMesh.deform_as_rigid_as_possibleopen3d.geometry.TriangleMesh.dimensionopen3d.geometry.TriangleMesh.euler_poincare_characteristicopen3d.geometry.TriangleMesh.filter_sharpenopen3d.geometry.TriangleMesh.filter_smooth_laplacianopen3d.geometry.TriangleMesh.filter_smooth_simpleopen3d.geometry.TriangleMesh.filter_smooth_taubinopen3d.geometry.TriangleMesh.get_axis_aligned_bounding_boxopen3d.geometry.TriangleMesh.get_centeropen3d.geometry.TriangleMesh.get_geometry_typeopen3d.geometry.TriangleMesh.get_max_boundopen3d.geometry.TriangleMesh.get_min_boundopen3d.geometry.TriangleMesh.get_minimal_oriented_bounding_boxopen3d.geometry.TriangleMesh.get_non_manifold_edgesopen3d.geometry.TriangleMesh.get_non_manifold_verticesopen3d.geometry.TriangleMesh.get_oriented_bounding_boxopen3d.geometry.TriangleMesh.get_rotation_matrix_from_axis_angleopen3d.geometry.TriangleMesh.get_rotation_matrix_from_quaternionopen3d.geometry.TriangleMesh.get_rotation_matrix_from_xyzopen3d.geometry.TriangleMesh.get_rotation_matrix_from_xzyopen3d.geometry.TriangleMesh.get_rotation_matrix_from_yxzopen3d.geometry.TriangleMesh.get_rotation_matrix_from_yzxopen3d.geometry.TriangleMesh.get_rotation_matrix_from_zxyopen3d.geometry.TriangleMesh.get_rotation_matrix_from_zyxopen3d.geometry.TriangleMesh.get_self_intersecting_trianglesopen3d.geometry.TriangleMesh.get_surface_areaopen3d.geometry.TriangleMesh.get_volumeopen3d.geometry.TriangleMesh.has_adjacency_listopen3d.geometry.TriangleMesh.has_texturesopen3d.geometry.TriangleMesh.has_triangle_material_idsopen3d.geometry.TriangleMesh.has_triangle_normalsopen3d.geometry.TriangleMesh.has_triangle_uvsopen3d.geometry.TriangleMesh.has_trianglesopen3d.geometry.TriangleMesh.has_vertex_colorsopen3d.geometry.TriangleMesh.has_vertex_normalsopen3d.geometry.TriangleMesh.has_verticesopen3d.geometry.TriangleMesh.is_edge_manifoldopen3d.geometry.TriangleMesh.is_emptyopen3d.geometry.TriangleMesh.is_intersectingopen3d.geometry.TriangleMesh.is_orientableopen3d.geometry.TriangleMesh.is_self_intersectingopen3d.geometry.TriangleMesh.is_vertex_manifoldopen3d.geometry.TriangleMesh.is_watertightopen3d.geometry.TriangleMesh.merge_close_verticesopen3d.geometry.TriangleMesh.normalize_normalsopen3d.geometry.TriangleMesh.orient_trianglesopen3d.geometry.TriangleMesh.paint_uniform_coloropen3d.geometry.TriangleMesh.remove_degenerate_trianglesopen3d.geometry.TriangleMesh.remove_duplicated_trianglesopen3d.geometry.TriangleMesh.remove_duplicated_verticesopen3d.geometry.TriangleMesh.remove_non_manifold_edgesopen3d.geometry.TriangleMesh.remove_triangles_by_indexopen3d.geometry.TriangleMesh.remove_triangles_by_maskopen3d.geometry.TriangleMesh.remove_unreferenced_verticesopen3d.geometry.TriangleMesh.remove_vertices_by_indexopen3d.geometry.TriangleMesh.remove_vertices_by_maskopen3d.geometry.TriangleMesh.rotateopen3d.geometry.TriangleMesh.sample_points_poisson_diskopen3d.geometry.TriangleMesh.sample_points_uniformlyopen3d.geometry.TriangleMesh.scaleopen3d.geometry.TriangleMesh.select_by_indexopen3d.geometry.TriangleMesh.simplify_quadric_decimationopen3d.geometry.TriangleMesh.simplify_vertex_clusteringopen3d.geometry.TriangleMesh.subdivide_loopopen3d.geometry.TriangleMesh.subdivide_midpointopen3d.geometry.TriangleMesh.transformopen3d.geometry.TriangleMesh.translateopen3d.geometry.TriangleMesh.adjacency_listopen3d.geometry.TriangleMesh.texturesopen3d.geometry.TriangleMesh.triangle_material_idsopen3d.geometry.TriangleMesh.triangle_normalsopen3d.geometry.TriangleMesh.triangle_uvsopen3d.geometry.TriangleMesh.trianglesopen3d.geometry.TriangleMesh.vertex_colorsopen3d.geometry.TriangleMesh.vertex_normalsopen3d.geometry.TriangleMesh.vertices
open3d.geometry.Voxel
open3d.geometry.VoxelGrid
open3d.geometry.VoxelGrid.valueopen3d.geometry.VoxelGrid.carve_depth_mapopen3d.geometry.VoxelGrid.carve_silhouetteopen3d.geometry.VoxelGrid.check_if_includedopen3d.geometry.VoxelGrid.clearopen3d.geometry.VoxelGrid.create_denseopen3d.geometry.VoxelGrid.create_from_octreeopen3d.geometry.VoxelGrid.create_from_point_cloudopen3d.geometry.VoxelGrid.create_from_point_cloud_within_boundsopen3d.geometry.VoxelGrid.create_from_triangle_meshopen3d.geometry.VoxelGrid.create_from_triangle_mesh_within_boundsopen3d.geometry.VoxelGrid.dimensionopen3d.geometry.VoxelGrid.get_axis_aligned_bounding_boxopen3d.geometry.VoxelGrid.get_centeropen3d.geometry.VoxelGrid.get_geometry_typeopen3d.geometry.VoxelGrid.get_max_boundopen3d.geometry.VoxelGrid.get_min_boundopen3d.geometry.VoxelGrid.get_minimal_oriented_bounding_boxopen3d.geometry.VoxelGrid.get_oriented_bounding_boxopen3d.geometry.VoxelGrid.get_rotation_matrix_from_axis_angleopen3d.geometry.VoxelGrid.get_rotation_matrix_from_quaternionopen3d.geometry.VoxelGrid.get_rotation_matrix_from_xyzopen3d.geometry.VoxelGrid.get_rotation_matrix_from_xzyopen3d.geometry.VoxelGrid.get_rotation_matrix_from_yxzopen3d.geometry.VoxelGrid.get_rotation_matrix_from_yzxopen3d.geometry.VoxelGrid.get_rotation_matrix_from_zxyopen3d.geometry.VoxelGrid.get_rotation_matrix_from_zyxopen3d.geometry.VoxelGrid.get_voxelopen3d.geometry.VoxelGrid.get_voxel_bounding_pointsopen3d.geometry.VoxelGrid.get_voxel_center_coordinateopen3d.geometry.VoxelGrid.get_voxelsopen3d.geometry.VoxelGrid.has_colorsopen3d.geometry.VoxelGrid.has_voxelsopen3d.geometry.VoxelGrid.is_emptyopen3d.geometry.VoxelGrid.rotateopen3d.geometry.VoxelGrid.scaleopen3d.geometry.VoxelGrid.to_octreeopen3d.geometry.VoxelGrid.transformopen3d.geometry.VoxelGrid.translateopen3d.geometry.VoxelGrid.originopen3d.geometry.VoxelGrid.voxel_size
open3d.geometry
open3d.io.AzureKinectMKVMetadata
open3d.io.AzureKinectMKVReader
open3d.io.AzureKinectRecorder
open3d.io.AzureKinectSensor
open3d.io.FileGeometry
open3d.io
open3d.utility.DoubleVector
open3d.utility.IntVector
open3d.utility.Matrix3dVector
open3d.utility.Matrix4dVector
open3d.utility.Vector2dVector
open3d.utility.Vector2iVector
open3d.utility.Vector3dVector
open3d.utility.Vector3iVector
open3d.utility.Vector4iVector
open3d.utility.VerbosityLevel
open3d.utility
open3d.visualization.ExternalVisualizer
open3d.visualization.Material
open3d.visualization.MeshColorOption
open3d.visualization.MeshShadeOption
open3d.visualization.PickedPoint
open3d.visualization.PointColorOption
open3d.visualization.RenderOption
open3d.visualization.ScalarProperties
open3d.visualization.SelectionPolygonVolume
open3d.visualization.TextureMaps
open3d.visualization.VectorProperties
open3d.visualization.ViewControl
open3d.visualization.Visualizer
open3d.visualization.VisualizerWithEditing
open3d.visualization.VisualizerWithKeyCallback
open3d.visualization.VisualizerWithKeyCallback.add_geometryopen3d.visualization.VisualizerWithKeyCallback.capture_depth_float_bufferopen3d.visualization.VisualizerWithKeyCallback.capture_depth_imageopen3d.visualization.VisualizerWithKeyCallback.capture_depth_point_cloudopen3d.visualization.VisualizerWithKeyCallback.capture_screen_float_bufferopen3d.visualization.VisualizerWithKeyCallback.capture_screen_imageopen3d.visualization.VisualizerWithKeyCallback.clear_geometriesopen3d.visualization.VisualizerWithKeyCallback.closeopen3d.visualization.VisualizerWithKeyCallback.create_windowopen3d.visualization.VisualizerWithKeyCallback.destroy_windowopen3d.visualization.VisualizerWithKeyCallback.get_render_optionopen3d.visualization.VisualizerWithKeyCallback.get_view_controlopen3d.visualization.VisualizerWithKeyCallback.get_window_nameopen3d.visualization.VisualizerWithKeyCallback.is_full_screenopen3d.visualization.VisualizerWithKeyCallback.poll_eventsopen3d.visualization.VisualizerWithKeyCallback.register_animation_callbackopen3d.visualization.VisualizerWithKeyCallback.register_key_action_callbackopen3d.visualization.VisualizerWithKeyCallback.register_key_callbackopen3d.visualization.VisualizerWithKeyCallback.remove_geometryopen3d.visualization.VisualizerWithKeyCallback.reset_view_pointopen3d.visualization.VisualizerWithKeyCallback.runopen3d.visualization.VisualizerWithKeyCallback.set_full_screenopen3d.visualization.VisualizerWithKeyCallback.toggle_full_screenopen3d.visualization.VisualizerWithKeyCallback.update_geometryopen3d.visualization.VisualizerWithKeyCallback.update_renderer
open3d.visualization.VisualizerWithVertexSelection
open3d.visualization.VisualizerWithVertexSelection.add_geometryopen3d.visualization.VisualizerWithVertexSelection.add_picked_pointsopen3d.visualization.VisualizerWithVertexSelection.capture_depth_float_bufferopen3d.visualization.VisualizerWithVertexSelection.capture_depth_imageopen3d.visualization.VisualizerWithVertexSelection.capture_depth_point_cloudopen3d.visualization.VisualizerWithVertexSelection.capture_screen_float_bufferopen3d.visualization.VisualizerWithVertexSelection.capture_screen_imageopen3d.visualization.VisualizerWithVertexSelection.clear_geometriesopen3d.visualization.VisualizerWithVertexSelection.clear_picked_pointsopen3d.visualization.VisualizerWithVertexSelection.closeopen3d.visualization.VisualizerWithVertexSelection.create_windowopen3d.visualization.VisualizerWithVertexSelection.destroy_windowopen3d.visualization.VisualizerWithVertexSelection.get_picked_pointsopen3d.visualization.VisualizerWithVertexSelection.get_render_optionopen3d.visualization.VisualizerWithVertexSelection.get_view_controlopen3d.visualization.VisualizerWithVertexSelection.get_window_nameopen3d.visualization.VisualizerWithVertexSelection.is_full_screenopen3d.visualization.VisualizerWithVertexSelection.pick_pointsopen3d.visualization.VisualizerWithVertexSelection.poll_eventsopen3d.visualization.VisualizerWithVertexSelection.register_animation_callbackopen3d.visualization.VisualizerWithVertexSelection.register_selection_changed_callbackopen3d.visualization.VisualizerWithVertexSelection.register_selection_moved_callbackopen3d.visualization.VisualizerWithVertexSelection.register_selection_moving_callbackopen3d.visualization.VisualizerWithVertexSelection.remove_geometryopen3d.visualization.VisualizerWithVertexSelection.remove_picked_pointsopen3d.visualization.VisualizerWithVertexSelection.reset_view_pointopen3d.visualization.VisualizerWithVertexSelection.runopen3d.visualization.VisualizerWithVertexSelection.set_full_screenopen3d.visualization.VisualizerWithVertexSelection.toggle_full_screenopen3d.visualization.VisualizerWithVertexSelection.update_geometryopen3d.visualization.VisualizerWithVertexSelection.update_renderer
open3d.visualization

noise_model_path

简介

Open3D的open3d.data.RedwoodIndoorLivingRoom1数据集包括了在一个室内客厅内采集到的三维点云数据,其中包含了噪声,比如三维扫描器等设备本身带来的噪声、环境光照和材质反射带来的噪声等等。因此,在对该数据集进行处理和分析时,需要考虑到这些不可避免的噪声因素。Open3D提供了noise_model_path参数,帮助用户进行去噪处理,提高点云数据的质量。

用法

可以通过如下的Python代码示例读取open3d.data.RedwoodIndoorLivingRoom1数据集,并进行简单的去噪处理:

import open3d as o3d

# 读取点云数据
pcd = o3d.io.read_point_cloud("open3d/examples/test_data/Redwood/Indoor/scene0000_00/scan0000_00.points.ply")

# 加载噪声模型
noise_path = "open3d/examples/test_data/Redwood/Indoor/scene0000_00/scan0000_00_noise.yaml"
intrinsics_path = "open3d/examples/test_data/Redwood/Intrinsic/intrinsic.json"
noise_json = o3d.io.read_json(noise_path)
intrinsics = o3d.io.read_pinhole_camera_intrinsic(intrinsics_path)
noise_model = o3d.geometry.RGBDNoiseModel(gaussian_noise=noise_json["depth"], noise_func=o3d.geometry.unrealistic_noise)

# 去噪
pcd_denoised = o3d.geometry.voxel_down_sample(pcd, voxel_size=0.05)
pcd_denoised.noise_model = noise_model
pcd_denoised = pcd_denoised.normalize_normals() # 平滑法矫正法向量

# 显示去噪后的点云数据
o3d.visualization.draw_geometries([pcd_denoised])

参数解释

  • noise_model_path:一个.yaml格式的文件,该文件描述了点云数据中噪声的类型和程度。该文件可以通过open3d.geometry.RGBDNoiseModelsave_yaml方法生成。

注意事项

  • 在使用noise_model_path参数之前,需要确保已经从open3d.data.RedwoodIndoorLivingRoom1数据集中提取了噪声模型文件。具体方法可以参考Open3D官方文档中的示例。
  • 在进行去噪处理时,需要注意不会将点云数据中的关键信息滤波掉,因此需要谨慎选择噪声模型的参数。