类的使用
net.semanticmetadata.lire.classifiers.Cluster

使用Cluster的程序包

程序包	说明
net.semanticmetadata.lire.aggregators
net.semanticmetadata.lire.builders
net.semanticmetadata.lire.classifiers
net.semanticmetadata.lire.indexers.parallel

net.semanticmetadata.lire.aggregators中Cluster的使用

参数类型为Cluster的net.semanticmetadata.lire.aggregators中的方法

限定符和类型	方法和说明
protected int	AbstractAggregator.clusterForFeature(double[] f, Cluster[] clustersArray) Returns the index of the cluster with the min distance between a feature and a codebook.
void	VLAD.createVectorRepresentation(java.util.List<? extends LocalFeature> listOfLocalFeatures, Cluster[] clustersArray) Given a list of features and a codebook, VLAD.createVectorRepresentation(List, Cluster[]) aggregates the features to create the vector representation according to the VLAD model.
void	ShapemeAggregator.createVectorRepresentation(java.util.List<? extends LocalFeature> list, Cluster[] clusters)
void	BOVW.createVectorRepresentation(java.util.List<? extends LocalFeature> listOfLocalFeatures, Cluster[] clustersArray) Given a list of features and a codebook, BOVW.createVectorRepresentation(List, Cluster[]) aggregates the features to create the vector representation according to the BOVW model.
void	Aggregator.createVectorRepresentation(java.util.List<? extends LocalFeature> listOfLocalFeatures, Cluster[] clustersArray) This method is used to create the vector representation of an image using the list of Features and a codebook
void	ShapemeAggregator.createVisualWords(java.util.List<? extends LocalFeature> list, Cluster[] clusters)

net.semanticmetadata.lire.builders中Cluster的使用

参数类型为Cluster的net.semanticmetadata.lire.builders中的方法

限定符和类型	方法和说明
void	SimpleDocumentBuilder.addExtractor(java.lang.Class<? extends GlobalFeature> globalFeatureClass, SimpleExtractor.KeypointDetector keypointDetector, Cluster[] codebook) Can be used to add a global extractor with a SimpleExtractor.KeypointDetector.
void	LocalDocumentBuilder.addExtractor(java.lang.Class<? extends LocalFeatureExtractor> localFeatureExtractorClass, Cluster[] codebook) Can be used to add local extractors.
void	SimpleDocumentBuilder.addExtractor(ExtractorItem extractorItem, Cluster[] codebook) Can be used to add a global extractor with a SimpleExtractor.KeypointDetector.
void	LocalDocumentBuilder.addExtractor(ExtractorItem extractorItem, Cluster[] codebook) Can be used to add local extractors.

参数类型为Cluster的net.semanticmetadata.lire.builders中的构造器

构造器和说明
LocalDocumentBuilder(java.lang.Class<? extends LocalFeatureExtractor> localFeatureExtractorClass, Cluster[] codebook)
LocalDocumentBuilder(java.lang.Class<? extends LocalFeatureExtractor> localFeatureExtractorClass, Cluster[] codebook, java.lang.Class<? extends AbstractAggregator> aggregatorClass)
LocalDocumentBuilder(ExtractorItem extractorItem, Cluster[] codebook)
LocalDocumentBuilder(ExtractorItem extractorItem, Cluster[] codebook, java.lang.Class<? extends AbstractAggregator> aggregatorClass)
SimpleDocumentBuilder(java.lang.Class<? extends GlobalFeature> globalFeatureClass, SimpleExtractor.KeypointDetector keypointDetector, Cluster[] codebook)
SimpleDocumentBuilder(java.lang.Class<? extends GlobalFeature> globalFeatureClass, SimpleExtractor.KeypointDetector keypointDetector, Cluster[] codebook, java.lang.Class<? extends AbstractAggregator> aggregatorClass)
SimpleDocumentBuilder(ExtractorItem extractorItem, Cluster[] codebook)
SimpleDocumentBuilder(ExtractorItem extractorItem, Cluster[] codebook, java.lang.Class<? extends AbstractAggregator> aggregatorClass)

net.semanticmetadata.lire.classifiers中Cluster的使用

声明为Cluster的net.semanticmetadata.lire.classifiers中的字段

限定符和类型	字段和说明
protected Cluster[]	KMeans.clusters

返回Cluster的net.semanticmetadata.lire.classifiers中的方法

限定符和类型	方法和说明
Cluster[]	KMeans.getClusters()
static Cluster[]	Cluster.readClusters(java.lang.String file)

参数类型为Cluster的net.semanticmetadata.lire.classifiers中的方法

限定符和类型	方法和说明
static void	Cluster.writeClusters(Cluster[] clusters, java.lang.String path)

net.semanticmetadata.lire.indexers.parallel中Cluster的使用

参数类型为Cluster的net.semanticmetadata.lire.indexers.parallel中的方法

限定符和类型	方法和说明
void	ParallelIndexer.addExtractor(java.lang.Class<? extends GlobalFeature> globalFeatureClass, SimpleExtractor.KeypointDetector detector, Cluster[] codebook)
void	ParallelIndexer.addExtractor(java.lang.Class<? extends LocalFeatureExtractor> localFeatureExtractorClass, Cluster[] codebook)