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cvflann::lsh::LshTable< ElementType > Class Template Reference

#include "lsh_table.h"

Public Types

typedef std::map< BucketKey,
Bucket
BucketsSpace
 
typedef std::vector< BucketBucketsSpeed
 

Public Member Functions

 LshTable ()
 
 LshTable (unsigned int feature_size, unsigned int key_size)
 
template<>
 LshTable (unsigned int feature_size, unsigned int subsignature_size)
 
void add (unsigned int value, const ElementType *feature)
 
void add (Matrix< ElementType > dataset)
 
const BucketgetBucketFromKey (BucketKey key) const
 
size_t getKey (const ElementType *) const
 
template<>
size_t getKey (const unsigned char *feature) const
 
LshStats getStats () const
 
template<>
LshStats getStats () const
 

Detailed Description

template<typename ElementType>
class cvflann::lsh::LshTable< ElementType >

Lsh hash table. As its key is a sub-feature, and as usually the size of it is pretty small, we keep it as a continuous memory array. The value is an index in the corpus of features (we keep it as an unsigned int for pure memory reasons, it could be a size_t)

Member Typedef Documentation

template<typename ElementType>
typedef std::map<BucketKey, Bucket> cvflann::lsh::LshTable< ElementType >::BucketsSpace

A container of all the feature indices. Optimized for space

template<typename ElementType>
typedef std::vector<Bucket> cvflann::lsh::LshTable< ElementType >::BucketsSpeed

A container of all the feature indices. Optimized for speed

Constructor & Destructor Documentation

template<typename ElementType>
cvflann::lsh::LshTable< ElementType >::LshTable ( )
inline

Default constructor

template<typename ElementType>
cvflann::lsh::LshTable< ElementType >::LshTable ( unsigned int  feature_size,
unsigned int  key_size 
)
inline

Default constructor Create the mask and allocate the memory

Parameters
feature_sizeis the size of the feature (considered as a ElementType[])
key_sizeis the number of bits that are turned on in the feature
template<>
cvflann::lsh::LshTable< unsigned char >::LshTable ( unsigned int  feature_size,
unsigned int  subsignature_size 
)
inline

Member Function Documentation

template<typename ElementType>
void cvflann::lsh::LshTable< ElementType >::add ( unsigned int  value,
const ElementType *  feature 
)
inline

Add a feature to the table

Parameters
valuethe value to store for that feature
featurethe feature itself
template<typename ElementType>
void cvflann::lsh::LshTable< ElementType >::add ( Matrix< ElementType >  dataset)
inline

Add a set of features to the table

Parameters
datasetthe values to store
template<typename ElementType>
const Bucket* cvflann::lsh::LshTable< ElementType >::getBucketFromKey ( BucketKey  key) const
inline

Get a bucket given the key

Parameters
key
Returns
template<typename ElementType>
size_t cvflann::lsh::LshTable< ElementType >::getKey ( const ElementType *  ) const
inline

Compute the sub-signature of a feature

template<>
size_t cvflann::lsh::LshTable< unsigned char >::getKey ( const unsigned char *  feature) const
inline

Return the Subsignature of a feature

Parameters
featurethe feature to analyze
template<typename ElementType>
LshStats cvflann::lsh::LshTable< ElementType >::getStats ( ) const

Get statistics about the table

Returns
template<>
LshStats cvflann::lsh::LshTable< unsigned char >::getStats ( ) const
inline

The documentation for this class was generated from the following file: