org.openimaj.knn

Interface IncrementalNearestNeighbours<DATA,DISTANCES,PAIR_TYPE>

Type Parameters:

DATA - The type of data

DISTANCES - The type of distances measured (usually an array type)

PAIR_TYPE - The type of distance-index pair returned by the search methods

All Superinterfaces:

NearestNeighbours<DATA,DISTANCES,PAIR_TYPE>

All Known Implementing Classes:

IncrementalByteADCNearestNeighbours, IncrementalDoubleADCNearestNeighbours, IncrementalFloatADCNearestNeighbours, IncrementalIntADCNearestNeighbours, IncrementalLongADCNearestNeighbours, IncrementalShortADCNearestNeighbours, LSHNearestNeighbours, ObjectNearestNeighboursExact

public interface IncrementalNearestNeighbours<DATA,DISTANCES,PAIR_TYPE>
extends NearestNeighbours<DATA,DISTANCES,PAIR_TYPE>

Extension to K-nearest-neighbour that allows database points to be added dynamically.

Author:

Jonathon Hare (jsh2@ecs.soton.ac.uk)

Method Summary

Modifier and Type	Method and Description
int	add(DATA o) Add a single data item
int[]	addAll(List<DATA> d) Insert all the given data

Methods inherited from interface org.openimaj.knn.NearestNeighbours

searchKNN, searchKNN, searchKNN, searchNN, searchNN, searchNN, size

Method Detail

addAll

int[] addAll(List<DATA> d)

Insert all the given data

Parameters:

d - the data

Returns:

the indexes of the added data

add

int add(DATA o)

Add a single data item

Parameters:

o - the object to add

Returns:

the index of the added data