Point Cloud Library (PCL)  1.4.0
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spin_image.h
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00001 /*
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00036  * $Id: spin_image.h 3755 2011-12-31 23:45:30Z rusu $
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00038 
00039 #ifndef PCL_SPIN_IMAGE_H_
00040 #define PCL_SPIN_IMAGE_H_
00041 
00042 #include <pcl/point_types.h>
00043 #include <pcl/features/feature.h>
00044 
00045 namespace pcl
00046 {
00075   template <typename PointInT, typename PointNT, typename PointOutT>
00076   class SpinImageEstimation : public FeatureFromNormals<PointInT, PointNT, PointOutT>
00077   {
00078     public:
00079       using Feature<PointInT, PointOutT>::feature_name_;
00080       using Feature<PointInT, PointOutT>::getClassName;
00081       using Feature<PointInT, PointOutT>::indices_;
00082       using Feature<PointInT, PointOutT>::search_radius_;
00083       using Feature<PointInT, PointOutT>::surface_;
00084       using Feature<PointInT, PointOutT>::fake_surface_;
00085       using FeatureFromNormals<PointInT, PointNT, PointOutT>::normals_;
00086       using PCLBase<PointInT>::input_;
00087 
00088       typedef typename Feature<PointInT, PointOutT>::PointCloudOut PointCloudOut;
00089 
00090       typedef typename pcl::PointCloud<PointNT> PointCloudN;
00091       typedef typename PointCloudN::Ptr PointCloudNPtr;
00092       typedef typename PointCloudN::ConstPtr PointCloudNConstPtr;
00093 
00094       typedef typename pcl::PointCloud<PointInT> PointCloudIn;
00095       typedef typename PointCloudIn::Ptr PointCloudInPtr;
00096       typedef typename PointCloudIn::ConstPtr PointCloudInConstPtr;
00097       
00107       SpinImageEstimation (unsigned int image_width = 8,
00108                            double support_angle_cos = 0.0,   // when 0, this is bogus, so not applied
00109                            unsigned int min_pts_neighb = 0);
00110 
00115       void 
00116       setImageWidth (unsigned int bin_count)
00117       {
00118         image_width_ = bin_count;
00119       }
00120 
00127       void 
00128       setSupportAngle (double support_angle_cos)
00129       {
00130         if (0.0 > support_angle_cos || support_angle_cos > 1.0)  // may be permit negative cosine?
00131         {
00132           throw PCLException ("Cosine of support angle should be between 0 and 1",
00133             "spin_image.h", "setSupportAngle");
00134         }
00135 
00136         support_angle_cos_ = support_angle_cos;
00137       }
00138 
00144       void 
00145       setMinPointCountInNeighbourhood (unsigned int min_pts_neighb)
00146       {
00147         min_pts_neighb_ = min_pts_neighb;
00148       }
00149 
00150 
00158       void 
00159       setInputWithNormals (const PointCloudInConstPtr& input, 
00160                            const PointCloudNConstPtr& normals)
00161       {
00162         this->setInputCloud (input);
00163         input_normals_ = normals;
00164       }
00165 
00175       void 
00176       setSearchSurfaceWithNormals (const PointCloudInConstPtr& surface, 
00177                                    const PointCloudNConstPtr& normals)
00178       {
00179         this->setSearchSurface (surface);
00180         this->setInputNormals (normals);
00181       }
00182 
00188       void 
00189       setRotationAxis (const PointNT& axis)
00190       {
00191         rotation_axis_ = axis;
00192         use_custom_axis_ = true;
00193         use_custom_axes_cloud_ = false;
00194       }
00195 
00202       void 
00203       setInputRotationAxes (const PointCloudNConstPtr& axes)
00204       {
00205         rotation_axes_cloud_ = axes;
00206 
00207         use_custom_axes_cloud_ = true;
00208         use_custom_axis_ = false;
00209       }
00210 
00214       void 
00215       useNormalsAsRotationAxis () 
00216       { 
00217         use_custom_axis_ = false; 
00218         use_custom_axes_cloud_ = false;
00219       }
00220 
00232       void 
00233       setAngularDomain (bool is_angular = true) { is_angular_ = is_angular; }
00234 
00242       void 
00243       setRadialStructure (bool is_radial = true) { is_radial_ = is_radial; }
00244 
00245     protected:
00250       virtual void 
00251       computeFeature (PointCloudOut &output); 
00252 
00257       virtual bool
00258       initCompute ();
00259 
00260 
00266       Eigen::ArrayXXd 
00267       computeSiForPoint (int index) const;
00268 
00269     private:
00270       PointCloudNConstPtr input_normals_;
00271       PointCloudNConstPtr rotation_axes_cloud_;
00272       
00273       bool is_angular_;
00274 
00275       PointNT rotation_axis_;
00276       bool use_custom_axis_;
00277       bool use_custom_axes_cloud_;
00278 
00279       bool is_radial_;
00280 
00281       unsigned int image_width_;
00282       double support_angle_cos_;
00283       unsigned int min_pts_neighb_;
00284 
00285 
00286       static const double PI;
00287 
00291       void 
00292       computeFeature (pcl::PointCloud<Eigen::MatrixXf> &output) {}
00293   };
00294 
00323   template <typename PointInT, typename PointNT>
00324   class SpinImageEstimation<PointInT, PointNT, Eigen::MatrixXf> : public SpinImageEstimation<PointInT, PointNT, pcl::Histogram<153> >
00325   {
00326     public:
00327       using SpinImageEstimation<PointInT, PointNT, pcl::Histogram<153> >::indices_;
00328       using SpinImageEstimation<PointInT, PointNT, pcl::Histogram<153> >::search_radius_;
00329       using SpinImageEstimation<PointInT, PointNT, pcl::Histogram<153> >::surface_;
00330       using SpinImageEstimation<PointInT, PointNT, pcl::Histogram<153> >::fake_surface_;
00331       using SpinImageEstimation<PointInT, PointNT, pcl::Histogram<153> >::compute;
00332 
00342       SpinImageEstimation (unsigned int image_width = 8,
00343                            double support_angle_cos = 0.0,   // when 0, this is bogus, so not applied
00344                            unsigned int min_pts_neighb = 0) : 
00345         SpinImageEstimation<PointInT, PointNT, pcl::Histogram<153> > (image_width, support_angle_cos, min_pts_neighb) {}
00346 
00347     private:
00352       virtual void 
00353       computeFeature (pcl::PointCloud<Eigen::MatrixXf> &output); 
00354 
00358       void 
00359       compute (pcl::PointCloud<pcl::Normal> &output) {}
00360   };
00361 }
00362 
00363 #endif  //#ifndef PCL_SPIN_IMAGE_H_
00364 
00365 
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