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Open3D 0.19.0 documentation
Open3D 0.19.0 documentation

Getting Started

  • Introduction
  • Getting started
  • Build from source
  • Link Open3D in C++ projects
  • Build documentation
  • Docker
  • ARM support
  • Cross-platform GPU support (SYCL)
  • Open3D-ML

Tutorial

  • Core
    • Tensor
    • Hash map
  • Geometry
    • Point cloud
    • Mesh
    • RGBD images
    • KDTree
    • File IO
    • Point cloud outlier removal
    • Voxelization
    • Octree
    • Surface reconstruction
    • Transformation
    • Mesh deformation
    • Intrinsic shape signatures (ISS)
    • Ray Casting
    • Distance Queries
    • UV Maps
    • Python Interface
    • Working with NumPy
  • Geometry (Tensor)
    • PointCloud
  • Dataset
  • Visualization
    • Visualization
    • Customized visualization
    • Interactive visualization
    • Non-blocking visualization
    • Headless rendering
    • CPU (Software) Rendering
    • Web visualizer and Jupyter
    • Open3D for TensorBoard
  • Pipelines
    • ICP registration
    • Robust kernels
    • Colored point cloud registration
    • Global registration
    • Multiway registration
    • RGBD integration
    • RGBD Odometry
    • Color Map Optimization
  • Pipelines (Tensor)
    • ICP registration
    • Robust Kernel
  • Reconstruction system
    • System overview
    • Make fragments
    • Register fragments
    • Refine registration
    • Integrate scene
    • Capture your own dataset
  • Reconstruction system (Tensor)
    • Voxel Block Grid
    • TSDF Integration
    • Customized Integration
    • Ray Casting in a Voxel Block Grid
    • Dense RGB-D SLAM
  • Sensor
    • Azure Kinect with Open3D
    • RealSense with Open3D
  • Reference

Python API

  • open3d.camera
    • PinholeCameraIntrinsic
    • PinholeCameraIntrinsicParameters
    • PinholeCameraParameters
    • PinholeCameraTrajectory
  • open3d.core
    • Blob
    • Device
    • Dtype
    • DynamicSizeVector
    • HashMap
    • HashSet
    • Scalar
    • SizeVector
    • Tensor
    • capsule
    • addmm
    • append
    • concatenate
    • det
    • inv
    • lstsq
    • lu
    • lu_ipiv
    • matmul
    • maximum
    • minimum
    • solve
    • svd
    • sycl_demo
    • tril
    • triu
    • triul
    • nns
      • NearestNeighborSearch
  • open3d.data
    • ArmadilloMesh
    • AvocadoModel
    • BedroomRGBDImages
    • BunnyMesh
    • CrateModel
    • DamagedHelmetModel
    • DataDescriptor
    • Dataset
    • DemoColoredICPPointClouds
    • DemoCropPointCloud
    • DemoCustomVisualization
    • DemoDopplerICPSequence
    • DemoFeatureMatchingPointClouds
    • DemoICPPointClouds
    • DemoPoseGraphOptimization
    • DownloadDataset
    • EaglePointCloud
    • FlightHelmetModel
    • JackJackL515Bag
    • JuneauImage
    • KnotMesh
    • LivingRoomPointClouds
    • LoungeRGBDImages
    • MetalTexture
    • MonkeyModel
    • OfficePointClouds
    • PCDPointCloud
    • PLYPointCloud
    • PaintedPlasterTexture
    • RedwoodIndoorLivingRoom1
    • RedwoodIndoorLivingRoom2
    • RedwoodIndoorOffice1
    • RedwoodIndoorOffice2
    • SampleFountainRGBDImages
    • SampleL515Bag
    • SampleNYURGBDImage
    • SampleRedwoodRGBDImages
    • SampleSUNRGBDImage
    • SampleTUMRGBDImage
    • SwordModel
    • TerrazzoTexture
    • TilesTexture
    • WoodFloorTexture
    • WoodTexture
  • open3d.geometry
    • AxisAlignedBoundingBox
    • DeformAsRigidAsPossibleEnergy
    • FilterScope
    • Geometry
    • Geometry2D
    • Geometry3D
    • HalfEdge
    • HalfEdgeTriangleMesh
    • Image
    • ImageFilterType
    • KDTreeFlann
    • KDTreeSearchParam
    • KDTreeSearchParamHybrid
    • KDTreeSearchParamKNN
    • KDTreeSearchParamRadius
    • LineSet
    • MeshBase
    • Octree
    • OctreeColorLeafNode
    • OctreeInternalNode
    • OctreeInternalPointNode
    • OctreeLeafNode
    • OctreeNode
    • OctreeNodeInfo
    • OctreePointColorLeafNode
    • OrientedBoundingBox
    • PointCloud
    • RGBDImage
    • SimplificationContraction
    • TetraMesh
    • TriangleMesh
    • Voxel
    • VoxelGrid
    • get_rotation_matrix_from_axis_angle
    • get_rotation_matrix_from_quaternion
    • get_rotation_matrix_from_xyz
    • get_rotation_matrix_from_xzy
    • get_rotation_matrix_from_yxz
    • get_rotation_matrix_from_yzx
    • get_rotation_matrix_from_zxy
    • get_rotation_matrix_from_zyx
  • open3d.io
    • AzureKinectMKVMetadata
    • AzureKinectMKVReader
    • AzureKinectRecorder
    • AzureKinectSensor
    • AzureKinectSensorConfig
    • FileGeometry
    • read_azure_kinect_mkv_metadata
    • read_azure_kinect_sensor_config
    • read_feature
    • read_file_geometry_type
    • read_image
    • read_line_set
    • read_octree
    • read_pinhole_camera_intrinsic
    • read_pinhole_camera_parameters
    • read_pinhole_camera_trajectory
    • read_point_cloud
    • read_point_cloud_from_bytes
    • read_pose_graph
    • read_triangle_mesh
    • read_triangle_model
    • read_voxel_grid
    • write_azure_kinect_mkv_metadata
    • write_azure_kinect_sensor_config
    • write_feature
    • write_image
    • write_line_set
    • write_octree
    • write_pinhole_camera_intrinsic
    • write_pinhole_camera_parameters
    • write_pinhole_camera_trajectory
    • write_point_cloud
    • write_point_cloud_to_bytes
    • write_pose_graph
    • write_triangle_mesh
    • write_voxel_grid
    • rpc
      • BufferConnection
      • Connection
      • destroy_zmq_context
      • data_buffer_to_meta_geometry
      • set_active_camera
      • set_legacy_camera
      • set_mesh_data
      • set_point_cloud
      • set_time
      • set_triangle_mesh
  • open3d.t
    • geometry
      • AxisAlignedBoundingBox
      • DrawableGeometry
      • Geometry
      • Image
      • InterpType
      • LineSet
      • Metric
      • MetricParameters
      • OrientedBoundingBox
      • PointCloud
      • RGBDImage
      • RaycastingScene
      • TensorMap
      • TriangleMesh
      • VectorMetric
      • VoxelBlockGrid
    • io
      • DepthNoiseSimulator
      • RGBDSensor
      • RGBDVideoMetadata
      • RGBDVideoReader
      • RSBagReader
      • RealSenseSensor
      • RealSenseSensorConfig
      • RealSenseValidConfigs
      • SensorType
      • read_image
      • read_point_cloud
      • read_triangle_mesh
      • write_image
      • write_point_cloud
      • write_triangle_mesh
    • pipelines
      • odometry
        • Method
        • OdometryConvergenceCriteria
        • OdometryLossParams
        • OdometryResult
        • compute_odometry_information_matrix
        • compute_odometry_result_hybrid
        • compute_odometry_result_intensity
        • compute_odometry_result_point_to_plane
        • rgbd_odometry_multi_scale
      • registration
        • ICPConvergenceCriteria
        • RegistrationResult
        • TransformationEstimation
        • TransformationEstimationForColoredICP
        • TransformationEstimationForDopplerICP
        • TransformationEstimationPointToPlane
        • TransformationEstimationPointToPoint
        • compute_fpfh_feature
        • correspondences_from_features
        • evaluate_registration
        • get_information_matrix
        • icp
        • multi_scale_icp
      • slac
        • control_grid
        • slac_debug_option
        • slac_optimizer_params
        • run_rigid_optimizer_for_fragments
        • run_slac_optimizer_for_fragments
        • save_correspondences_for_pointclouds
      • slam
        • Frame
        • Model
  • open3d.ml
    • tf
      • dataloaders
        • TFDataloader
      • datasets
        • Argoverse
        • Custom3D
        • InferenceDummySplit
        • KITTI
        • Lyft
        • MatterportObjects
        • NuScenes
        • ParisLille3D
        • S3DIS
        • Scannet
        • SemSegRandomSampler
        • SemSegSpatiallyRegularSampler
        • Semantic3D
        • SemanticKITTI
        • ShapeNet
        • SunRGBD
        • TUMFacade
        • Toronto3D
        • Waymo
        • augment
          • ObjdetAugmentation
          • SemsegAugmentation
        • utils
          • BEVBox3D
          • DataProcessing
          • ObjdetAugmentation
          • create_3D_rotations
          • get_min_bbox
          • trans_augment
          • trans_crop_pc
          • trans_normalize
      • layers
        • ContinuousConv
        • FixedRadiusSearch
        • KNNSearch
        • RadiusSearch
        • SparseConv
        • SparseConvTranspose
        • VoxelPooling
      • models
        • KPFCNN
        • PVCNN
        • PointPillars
        • PointRCNN
        • PointTransformer
        • RandLANet
        • SparseConvUnet
      • modules
        • losses
          • CrossEntropyLoss
          • FocalLoss
          • SemSegLoss
          • SmoothL1Loss
        • metrics
          • SemSegMetric
      • ops
        • build_spatial_hash_table
        • continuous_conv
        • continuous_conv_backprop_filter
        • continuous_conv_transpose
        • continuous_conv_transpose_backprop_filter
        • fixed_radius_search
        • invert_neighbors_list
        • knn_search
        • nms
        • radius_search
        • reduce_subarrays_sum
        • voxel_pooling
        • voxel_pooling_grad
        • voxelize
      • pipelines
        • ObjectDetection
        • SemanticSegmentation
      • vis
        • BoundingBox3D
        • Colormap
        • DataModel
        • DatasetModel
        • LabelLUT
        • Model
        • Visualizer
        • deque
        • rgb_to_yiq
    • torch
      • classes
        • RaggedTensor
      • dataloaders
        • ConcatBatcher
        • DefaultBatcher
        • TorchDataloader
        • get_sampler
      • datasets
        • Argoverse
        • Custom3D
        • InferenceDummySplit
        • KITTI
        • Lyft
        • MatterportObjects
        • NuScenes
        • ParisLille3D
        • S3DIS
        • Scannet
        • SemSegRandomSampler
        • SemSegSpatiallyRegularSampler
        • Semantic3D
        • SemanticKITTI
        • ShapeNet
        • SunRGBD
        • TUMFacade
        • Toronto3D
        • Waymo
        • augment
          • ObjdetAugmentation
          • SemsegAugmentation
        • samplers
          • SemSegRandomSampler
          • SemSegSpatiallyRegularSampler
        • utils
          • BEVBox3D
          • DataProcessing
          • ObjdetAugmentation
          • create_3D_rotations
          • get_min_bbox
          • trans_augment
          • trans_crop_pc
          • trans_normalize
      • layers
        • ContinuousConv
        • FixedRadiusSearch
        • KNNSearch
        • RadiusSearch
        • SparseConv
        • SparseConvTranspose
        • VoxelPooling
      • models
        • KPFCNN
        • PVCNN
        • PointPillars
        • PointRCNN
        • PointTransformer
        • RandLANet
        • SparseConvUnet
      • modules
        • losses
          • CrossEntropyLoss
          • FocalLoss
          • SemSegLoss
          • SmoothL1Loss
          • filter_valid_label
        • metrics
          • SemSegMetric
      • ops
        • build_spatial_hash_table
        • continuous_conv
        • continuous_conv_transpose
        • fixed_radius_search
        • invert_neighbors_list
        • knn_search
        • nms
        • radius_search
        • reduce_subarrays_sum
        • voxel_pooling
        • voxelize
      • pipelines
        • ObjectDetection
        • SemanticSegmentation
      • vis
        • BoundingBox3D
        • Colormap
        • DataModel
        • DatasetModel
        • LabelLUT
        • Model
        • Visualizer
        • deque
        • rgb_to_yiq
  • open3d.pipelines
    • color_map
      • NonRigidOptimizerOption
      • RigidOptimizerOption
      • run_non_rigid_optimizer
      • run_rigid_optimizer
    • integration
      • ScalableTSDFVolume
      • TSDFVolume
      • TSDFVolumeColorType
      • UniformTSDFVolume
    • odometry
      • OdometryOption
      • RGBDOdometryJacobian
      • RGBDOdometryJacobianFromColorTerm
      • RGBDOdometryJacobianFromHybridTerm
      • compute_correspondence
      • compute_rgbd_odometry
    • registration
      • CauchyLoss
      • CorrespondenceChecker
      • CorrespondenceCheckerBasedOnDistance
      • CorrespondenceCheckerBasedOnEdgeLength
      • CorrespondenceCheckerBasedOnNormal
      • FastGlobalRegistrationOption
      • Feature
      • GMLoss
      • GlobalOptimizationConvergenceCriteria
      • GlobalOptimizationGaussNewton
      • GlobalOptimizationLevenbergMarquardt
      • GlobalOptimizationMethod
      • GlobalOptimizationOption
      • HuberLoss
      • ICPConvergenceCriteria
      • L1Loss
      • L2Loss
      • PoseGraph
      • PoseGraphEdge
      • PoseGraphEdgeVector
      • PoseGraphNode
      • PoseGraphNodeVector
      • RANSACConvergenceCriteria
      • RegistrationResult
      • RobustKernel
      • TransformationEstimation
      • TransformationEstimationForColoredICP
      • TransformationEstimationForGeneralizedICP
      • TransformationEstimationPointToPlane
      • TransformationEstimationPointToPoint
      • TukeyLoss
      • compute_fpfh_feature
      • correspondences_from_features
      • evaluate_registration
      • get_information_matrix_from_point_clouds
      • global_optimization
      • registration_colored_icp
      • registration_fgr_based_on_correspondence
      • registration_fgr_based_on_feature_matching
      • registration_generalized_icp
      • registration_icp
      • registration_ransac_based_on_correspondence
      • registration_ransac_based_on_feature_matching
  • open3d.utility
    • DoubleVector
    • IntVector
    • Matrix3dVector
    • Matrix4dVector
    • Vector2dVector
    • Vector2iVector
    • Vector3dVector
    • Vector3iVector
    • Vector4iVector
    • VerbosityContextManager
    • VerbosityLevel
    • get_verbosity_level
    • reset_print_function
    • set_verbosity_level
  • open3d.visualization
    • ExternalVisualizer
    • Material
    • MeshColorOption
    • MeshShadeOption
    • O3DVisualizer
    • PickedPoint
    • PointColorOption
    • RenderOption
    • ScalarProperties
    • SelectedIndex
    • SelectionPolygonVolume
    • TextureMaps
    • VectorProperties
    • ViewControl
    • Visualizer
    • VisualizerWithEditing
    • VisualizerWithKeyCallback
    • VisualizerWithVertexSelection
    • draw
    • draw_geometries
    • draw_geometries_with_animation_callback
    • draw_geometries_with_custom_animation
    • draw_geometries_with_editing
    • draw_geometries_with_key_callbacks
    • draw_geometries_with_vertex_selection
    • read_selection_polygon_volume
    • gui
      • Application
      • Button
      • CheckableTextTreeCell
      • Checkbox
      • CollapsableVert
      • Color
      • ColorEdit
      • ColormapTreeCell
      • Combobox
      • Dialog
      • FileDialog
      • FontDescription
      • FontStyle
      • Horiz
      • ImageWidget
      • KeyEvent
      • KeyModifier
      • KeyName
      • LUTTreeCell
      • Label
      • Label3D
      • Layout1D
      • LayoutContext
      • ListView
      • Margins
      • Menu
      • MouseButton
      • MouseEvent
      • NumberEdit
      • ProgressBar
      • RadioButton
      • Rect
      • SceneWidget
      • ScrollableVert
      • Size
      • Slider
      • StackedWidget
      • TabControl
      • TextEdit
      • Theme
      • ToggleSwitch
      • TreeView
      • UIImage
      • VGrid
      • VectorEdit
      • Vert
      • Widget
      • WidgetProxy
      • WidgetStack
      • Window
      • WindowBase
    • rendering
      • Camera
      • ColorGrading
      • Gradient
      • MaterialRecord
      • OffscreenRenderer
      • Open3DScene
      • Renderer
      • Scene
      • TextureHandle
      • TriangleMeshModel
      • View
    • webrtc_server
      • call_http_api
      • disable_http_handshake
      • enable_webrtc
      • register_data_channel_message_callback
    • tensorboard_plugin.summary
      • add_3d

Python Examples

  • Camera
  • Geometry
    • Image
    • KD Tree
    • Octree
    • Point Cloud
    • Ray Casting
    • RGBD Image
    • Triangle Mesh
    • Voxel Grid
  • IO
  • Pipelines
  • Utility
  • Visualization

C++ API

  • C++ documentation

Contribute

  • Contributing to Open3D
  • Contribution methods
  • Open3D style guide

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open3d.pipelines.color_map.run_rigid_optimizer#

open3d.pipelines.color_map.run_rigid_optimizer(arg0: open3d.geometry.TriangleMesh, arg1: list[open3d.geometry.RGBDImage], arg2: open3d.camera.PinholeCameraTrajectory, arg3: open3d.pipelines.color_map.RigidOptimizerOption) → tuple[open3d.geometry.TriangleMesh, open3d.camera.PinholeCameraTrajectory]#

Run rigid optimization.

Next
open3d.pipelines.integration
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open3d.pipelines.color_map.run_non_rigid_optimizer
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  • open3d.pipelines.color_map.run_rigid_optimizer
    • run_rigid_optimizer()