de.lmu.ifi.dbs.elki.distance.distancefunction.colorhistogram
Class HSBHistogramQuadraticDistanceFunction<V extends NumberVector<V,?>>
java.lang.Object
de.lmu.ifi.dbs.elki.logging.AbstractLoggable
de.lmu.ifi.dbs.elki.distance.AbstractMeasurementFunction<O,D>
de.lmu.ifi.dbs.elki.distance.distancefunction.AbstractDistanceFunction<V,DoubleDistance>
de.lmu.ifi.dbs.elki.distance.distancefunction.WeightedDistanceFunction<V>
de.lmu.ifi.dbs.elki.distance.distancefunction.colorhistogram.HSBHistogramQuadraticDistanceFunction<V>
- Type Parameters:
V
- Vector type
- All Implemented Interfaces:
- DistanceFunction<V,DoubleDistance>, MeasurementFunction<V,DoubleDistance>, Parameterizable
public class HSBHistogramQuadraticDistanceFunction<V extends NumberVector<V,?>>
- extends WeightedDistanceFunction<V>
Distance function for HSB color histograms based on a quadratic form and
color similarity.
The matrix is filled according to VisualSEEk: a fully automated content-based
image query system Smith, J.R. and Chang, S.F. Proceedings of the fourth ACM
international conference on Multimedia 1997
- Author:
- Erich Schubert
Methods inherited from class java.lang.Object |
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
BPP_ID
public static final OptionID BPP_ID
- OptionID for
BPP_PARAM
bppConstraints
private static final List<ParameterConstraint<List<Integer>>> bppConstraints
- Parameter list constraints.
BPP_PARAM
IntListParameter BPP_PARAM
- Parameter for the kernel dimensionality.
dim
int dim
- Stores the (full = multiplied) dimensionality
HSBHistogramQuadraticDistanceFunction
public HSBHistogramQuadraticDistanceFunction(Parameterization config)
- Constructor, adhering to
Parameterizable
- Parameters:
config
- Parameterization