Package org.openimaj.knn

Interface Summary

Interface	Description
ByteNearestNeighboursProvider	Interface for classes able to expose a k-nearest-neighbour object.
CoordinateIndex<T extends Coordinate>	Interface representing an index of Coordinates that can have points added to it and can be searched in a variety of ways.
DoubleNearestNeighboursProvider	Interface for classes able to expose a k-nearest-neighbour object.
FloatNearestNeighboursProvider	Interface for classes able to expose a k-nearest-neighbour object.
IncrementalNearestNeighbours<DATA,DISTANCES,PAIR_TYPE>	Extension to K-nearest-neighbour that allows database points to be added dynamically.
InternalNearestNeighbours<DISTANCES>	Interface for K-nearest-neighbour implementations that are able to search directly using an indexed item of their own internal data as the query.
IntNearestNeighboursProvider	Interface for classes able to expose a k-nearest-neighbour object.
LongNearestNeighboursProvider	Interface for classes able to expose a k-nearest-neighbour object.
NearestNeighbours<DATA,DISTANCES,PAIR_TYPE>	Interface for k-nearest-neighbour calculations with some data.
NearestNeighboursFactory<T extends NearestNeighbours<DATA,?,?>,DATA>	Interface for factory objects that can produce NearestNeighbours objects for some given data.
ObjectNearestNeighboursProvider<T>	Interface for classes able to expose a k-nearest-neighbour object.
ShortNearestNeighboursProvider	Interface for classes able to expose a k-nearest-neighbour object.

Class Summary

Class	Description
ByteNearestNeighbours	Abstract base class for k-nearest-neighbour calculations with byte[] data.
ByteNearestNeighboursExact	Exact (brute-force) k-nearest-neighbour implementation.
ByteNearestNeighboursExact.Factory	NearestNeighboursFactory for producing ByteNearestNeighboursExacts.
CoordinateBruteForce<T extends Coordinate>	Implementation of a CoordinateIndex that performs searching by brute-force comparison over the indexed coordinates.
CoordinateKDTree<T extends Coordinate>	Implementation of a simple KDTree with range search.
DoubleNearestNeighbours	Abstract base class for k-nearest-neighbour calculations with double[] data.
DoubleNearestNeighboursExact	Exact (brute-force) k-nearest-neighbour implementation.
DoubleNearestNeighboursExact.Factory	NearestNeighboursFactory for producing DoubleNearestNeighboursExacts.
FloatNearestNeighbours	Abstract base class for k-nearest-neighbour calculations with float[] data.
FloatNearestNeighboursExact	Exact (brute-force) k-nearest-neighbour implementation.
FloatNearestNeighboursExact.Factory	NearestNeighboursFactory for producing FloatNearestNeighboursExacts.
IntNearestNeighbours	Abstract base class for k-nearest-neighbour calculations with int[] data.
IntNearestNeighboursExact	Exact (brute-force) k-nearest-neighbour implementation.
IntNearestNeighboursExact.Factory	NearestNeighboursFactory for producing IntNearestNeighboursExacts.
LongNearestNeighbours	Abstract base class for k-nearest-neighbour calculations with long[] data.
LongNearestNeighboursExact	Exact (brute-force) k-nearest-neighbour implementation.
LongNearestNeighboursExact.Factory	NearestNeighboursFactory for producing LongNearestNeighboursExacts.
ObjectNearestNeighbours<T>	Abstract base class for k-nearest-neighbour calculations with any form of object that can be compared with a DistanceComparator.
ObjectNearestNeighboursExact<T>	Exact (brute-force) k-nearest-neighbour implementation for objects with a compatible DistanceComparator.
ObjectNearestNeighboursExact.Factory<T>	NearestNeighboursFactory for producing ObjectNearestNeighboursExacts.
ShortNearestNeighbours	Abstract base class for k-nearest-neighbour calculations with short[] data.
ShortNearestNeighboursExact	Exact (brute-force) k-nearest-neighbour implementation.
ShortNearestNeighboursExact.Factory	NearestNeighboursFactory for producing ShortNearestNeighboursExacts.