DriveWorks SDK Reference
4.0.0 Release
For Test and Development only

PointCloudICP.h
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30 
47 #ifndef DW_POINTCLOUDPROCESSING_POINTCLOUDICP_H_
48 #define DW_POINTCLOUDPROCESSING_POINTCLOUDICP_H_
51 
52 #ifdef __cplusplus
53 extern "C" {
54 #endif
55 
56 typedef struct dwPointCloudICPObject* dwPointCloudICPHandle_t;
57 
61 typedef enum dwPointCloudICPType {
65 
67 
71 typedef struct dwPointCloudICPParams
72 {
74  dwPointCloudICPType icpType;
75 
77  uint32_t maxPoints;
78 
81 
84 
87 
89  uint16_t maxIterations;
90 
92  bool usePriors;
94 
97 typedef bool (*dwPointCloudICPConvergenceCheck)(const dwTransformation3f* prevSrc2Tgt, const dwTransformation3f* newSrc2Tgt, void* userData);
98 
105 {
114 
116 
126 dwStatus dwPointCloudICP_initialize(dwPointCloudICPHandle_t* obj,
127  const dwPointCloudICPParams* params,
128  dwContextHandle_t ctx);
136 dwStatus dwPointCloudICP_reset(dwPointCloudICPHandle_t obj);
137 
145 dwStatus dwPointCloudICP_release(dwPointCloudICPHandle_t obj);
146 
155 
164 dwStatus dwPointCloudICP_getCUDAStream(cudaStream_t* stream,
165  dwPointCloudICPHandle_t obj);
166 
175 dwStatus dwPointCloudICP_setCUDAStream(const cudaStream_t stream,
176  dwPointCloudICPHandle_t obj);
177 
190  const dwPointCloud* targetPCD,
191  const dwTransformation3f* sourceToTarget,
192  dwPointCloudICPHandle_t obj);
193 
204  dwPointCloudICPHandle_t obj);
205 
215 dwStatus dwPointCloudICP_process(dwPointCloudICPHandle_t obj);
216 
228 dwStatus dwPointCloudICP_setConvergenceCriteriaCallback(dwPointCloudICPConvergenceCheck callback, void* userData, dwPointCloudICPHandle_t obj);
229 
243 dwStatus dwPointCloudICP_setConvergenceTolerance(float32_t angleTol, float32_t distanceTol, dwPointCloudICPHandle_t obj);
244 
256 dwStatus dwPointCloudICP_setMaxIterations(uint16_t maxIterations, dwPointCloudICPHandle_t obj);
257 
269 dwStatus dwPointCloudICP_getLastResultStats(dwPointCloudICPResultStats* resultStats, dwPointCloudICPHandle_t obj);
270 
280 dwStatus dwPointCloudICP_getMaximumDepthMapSize(uint32_t* maxDepthMapSize);
281 
282 #ifdef __cplusplus
283 }
284 #endif
285 
286 #endif // DW_POINTCLOUDPROCESSING_POINTCLOUDICP_H_
DW_API_PUBLIC dwStatus dwPointCloudICP_process(dwPointCloudICPHandle_t obj)
Estimates the transformation aligns two PointClouds.
float float32_t
Specifies POD types.
Definition: Types.h:70
Defines point cloud data structure.
Definition: PointCloud.h:68
float32_t rmsCost
RMS (weighted) cost after last ICP iteration.
DW_API_PUBLIC dwStatus dwPointCloudICP_bindInput(const dwPointCloud *sourcePCD, const dwPointCloud *targetPCD, const dwTransformation3f *sourceToTarget, dwPointCloudICPHandle_t obj)
Binds Input buffers to point cloud icp.
bool(* dwPointCloudICPConvergenceCheck)(const dwTransformation3f *prevSrc2Tgt, const dwTransformation3f *newSrc2Tgt, void *userData)
Callback function to be executed by ICP module allowing user to overwrite default convergence criteri...
Definition: PointCloudICP.h:97
float32_t distanceConvergenceTol
Distance convergence tolerance, change in units between two consecutive iteration steps...
Definition: PointCloudICP.h:86
struct dwPointCloudICPObject * dwPointCloudICPHandle_t
Definition: PointCloudICP.h:56
float32_t angleConvergenceTol
Angle convergence tolerance, change in radians between two consecutive iteration steps.
Definition: PointCloudICP.h:83
Some result stats about the most recent ICP run.
Specifies a 3D rigid transformation.
Definition: Types.h:462
DW_API_PUBLIC dwStatus dwPointCloudICP_release(dwPointCloudICPHandle_t obj)
Releases point cloud icp.
float32_t inlierFraction
Fraction of points which are inliers to the final ICP pose.
DW_API_PUBLIC dwStatus dwPointCloudICP_getLastResultStats(dwPointCloudICPResultStats *resultStats, dwPointCloudICPHandle_t obj)
Get stats about latest point cloud ICP run, returns the costs for last pose.
dwStatus
Status definition.
Definition: Status.h:180
dwVector2ui depthmapSize
If icpType is DW_POINT_CLOUD_ICP_TYPE_DEPTH_MAP, this defines the size of depthmap.
Definition: PointCloudICP.h:80
DW_API_PUBLIC dwStatus dwPointCloudICP_reset(dwPointCloudICPHandle_t obj)
Resets point cloud icp.
uint16_t maxIterations
Maximum number of iterations which need to be executed.
Definition: PointCloudICP.h:89
DW_API_PUBLIC dwStatus dwPointCloudICP_initialize(dwPointCloudICPHandle_t *obj, const dwPointCloudICPParams *params, dwContextHandle_t ctx)
Initializes point cloud icp.
Grid based depthmap representation for the lidar point cloud.
Definition: PointCloudICP.h:64
uint32_t numCorrespondences
Number of 3D points which qualify as valid correspondences.
DW_API_PUBLIC dwStatus dwPointCloudICP_setConvergenceCriteriaCallback(dwPointCloudICPConvergenceCheck callback, void *userData, dwPointCloudICPHandle_t obj)
Set callback to be executed to test convergence.
DW_API_PUBLIC dwStatus dwPointCloudICP_getMaximumDepthMapSize(uint32_t *maxDepthMapSize)
Get the maximum size of the depth map in number of points supported by the ICP implementation.
NVIDIA DriveWorks API: Point Cloud Processing
dwPointCloudICPType icpType
Type of the ICP implementation to be used.
Definition: PointCloudICP.h:74
DW_API_PUBLIC dwStatus dwPointCloudICP_setConvergenceTolerance(float32_t angleTol, float32_t distanceTol, dwPointCloudICPHandle_t obj)
Set tolerances used by the default ICP convergence criteria method.
Defines a two-element unsigned-integer vector.
Definition: Types.h:312
DW_API_PUBLIC dwStatus dwPointCloudICP_getDefaultParams(dwPointCloudICPParams *params)
Gets default point cloud icp parameters.
Defines point cloud icp parameter.
Definition: PointCloudICP.h:71
struct dwContextObject * dwContextHandle_t
Context handle.
Definition: Context.h:79
DW_API_PUBLIC dwStatus dwPointCloudICP_getCUDAStream(cudaStream_t *stream, dwPointCloudICPHandle_t obj)
Gets CUDA stream of point cloud icp.
NVIDIA DriveWorks API: Core Methods
bool usePriors
Controls whether or not ICP uses the initialization pose as a prior in the optimization.
Definition: PointCloudICP.h:92
uint16_t actualNumIterations
How many iterations were actually performed.
DW_API_PUBLIC dwStatus dwPointCloudICP_bindOutput(dwTransformation3f *pose, dwPointCloudICPHandle_t obj)
Binds output buffer to point cloud icp.
DW_API_PUBLIC dwStatus dwPointCloudICP_setMaxIterations(uint16_t maxIterations, dwPointCloudICPHandle_t obj)
Set maximum number of iterations which need to be executed.
uint32_t maxPoints
Maximum number of points that will be pushed to ICP optimization.
Definition: PointCloudICP.h:77
#define DW_API_PUBLIC
Definition: Exports.h:54
dwPointCloudICPType
Defines point cloud icp type.
Definition: PointCloudICP.h:61
DW_API_PUBLIC dwStatus dwPointCloudICP_setCUDAStream(const cudaStream_t stream, dwPointCloudICPHandle_t obj)
Sets CUDA stream of point cloud icp.