BiSearchVisitor executes a bichromatic neighbor search on the given NSType. More...
Public Types | |
template < template < typename TreeMetricType , typename TreeStatType , typename TreeMatType > class TreeType > | |
using | NSTypeT = NSType< SortPolicy, TreeType > |
Alias template necessary for visual c++ compiler. More... | |
template < template < typename TreeMetricType , typename TreeStatType , typename TreeMatType > class TreeType > | |
using | RATypeT = RAType< SortPolicy, TreeType > |
Alias template necessary for visual c++ compiler. More... | |
Public Member Functions | |
BiSearchVisitor (const arma::mat &querySet, const size_t k, arma::Mat< size_t > &neighbors, arma::mat &distances, const size_t leafSize) | |
Construct the BiSearchVisitor. More... | |
BiSearchVisitor (const arma::mat &querySet, const size_t k, arma::Mat< size_t > &neighbors, arma::mat &distances, const size_t leafSize, const double tau, const double rho) | |
Construct the BiSearchVisitor. More... | |
template < template < typename TreeMetricType , typename TreeStatType , typename TreeMatType > class TreeType > | |
void | operator() (RATypeT< TreeType > *ra) const |
Default Bichromatic neighbor search on the given RAType instance. More... | |
void | operator() (RATypeT< tree::KDTree > *ra) const |
Bichromatic search on the given RAType specialized for KDTrees. More... | |
void | operator() (RATypeT< tree::Octree > *ra) const |
Bichromatic search on the given RAType specialized for octrees. More... | |
template < template < typename TreeMetricType , typename TreeStatType , typename TreeMatType > class TreeType > | |
void | operator() (NSTypeT< TreeType > *ns) const |
Default Bichromatic neighbor search on the given NSType instance. More... | |
void | operator() (NSTypeT< tree::KDTree > *ns) const |
Bichromatic neighbor search on the given NSType specialized for KDTrees. More... | |
void | operator() (NSTypeT< tree::BallTree > *ns) const |
Bichromatic neighbor search on the given NSType specialized for BallTrees. More... | |
void | operator() (SpillKNN *ns) const |
Bichromatic neighbor search specialized for SPTrees. More... | |
void | operator() (NSTypeT< tree::Octree > *ns) const |
Bichromatic neighbor search specialized for octrees. More... | |
BiSearchVisitor executes a bichromatic neighbor search on the given NSType.
BiSearchVisitor executes a bichromatic neighbor search on the given RAType.
We use template specialization to differentiate those tree types that accept leafSize as a parameter. In these cases, before doing neighbor search, a query tree with proper leafSize is built from the querySet.
We use template specialization to differentiate those tree types types that accept leafSize as a parameter. In these cases, before doing neighbor search a query tree with proper leafSize is built from the querySet.
Definition at line 80 of file ns_model.hpp.
Alias template necessary for visual c++ compiler.
Definition at line 107 of file ns_model.hpp.
Alias template necessary for visual c++ compiler.
Definition at line 98 of file ra_model.hpp.
BiSearchVisitor | ( | const arma::mat & | querySet, |
const size_t | k, | ||
arma::Mat< size_t > & | neighbors, | ||
arma::mat & | distances, | ||
const size_t | leafSize, | ||
const double | tau, | ||
const double | rho | ||
) |
Construct the BiSearchVisitor.
BiSearchVisitor | ( | const arma::mat & | querySet, |
const size_t | k, | ||
arma::Mat< size_t > & | neighbors, | ||
arma::mat & | distances, | ||
const size_t | leafSize | ||
) |
Construct the BiSearchVisitor.
void operator() | ( | RATypeT< TreeType > * | ra | ) | const |
Default Bichromatic neighbor search on the given RAType instance.
void operator() | ( | RATypeT< tree::KDTree > * | ra | ) | const |
Bichromatic search on the given RAType specialized for KDTrees.
void operator() | ( | RATypeT< tree::Octree > * | ra | ) | const |
Bichromatic search on the given RAType specialized for octrees.
void operator() | ( | NSTypeT< TreeType > * | ns | ) | const |
Default Bichromatic neighbor search on the given NSType instance.
void operator() | ( | NSTypeT< tree::KDTree > * | ns | ) | const |
Bichromatic neighbor search on the given NSType specialized for KDTrees.
void operator() | ( | NSTypeT< tree::BallTree > * | ns | ) | const |
Bichromatic neighbor search on the given NSType specialized for BallTrees.
void operator() | ( | SpillKNN * | ns | ) | const |
Bichromatic neighbor search specialized for SPTrees.
void operator() | ( | NSTypeT< tree::Octree > * | ns | ) | const |
Bichromatic neighbor search specialized for octrees.