| Package | Description |
|---|---|
| org.openimaj.hadoop.tools.clusterquantiser | |
| org.openimaj.hadoop.tools.fastkmeans | |
| org.openimaj.image.feature.local.aggregate |
Implementations of techniques that aggregate the local descriptors
of an image into a single (typically fixed length) vector
representation.
|
| org.openimaj.ml.clustering | |
| org.openimaj.ml.clustering.assignment.hard | |
| org.openimaj.ml.clustering.assignment.soft | |
| org.openimaj.ml.clustering.dbscan | |
| org.openimaj.ml.clustering.incremental | |
| org.openimaj.ml.clustering.kdtree | |
| org.openimaj.ml.clustering.kmeans |
K-Means in OpenIMAJ is designed to be both extremely fast and flexible.
|
| org.openimaj.ml.clustering.rac | |
| org.openimaj.ml.clustering.random | |
| org.openimaj.ml.clustering.rforest | |
| org.openimaj.ml.clustering.spectral | |
| org.openimaj.tools.clusterquantiser |
| Class and Description |
|---|
| SpatialClusters
Interface to describe objects that are the result of the clustering performed
by a
SpatialClusterer. |
| Class and Description |
|---|
| ByteCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| Class and Description |
|---|
| CentroidsProvider
Interface for clusterers capable of providing the centroids
of the clusters.
|
| Class and Description |
|---|
| CentroidsProvider
Interface for clusterers capable of providing the centroids
of the clusters.
|
| Clusters
Interface to represent the result of a clustering operation
|
| DataClusterer
Clusterers can extract clusters from data types and return
the data in a clustered form
|
| IndexClusters
Class to describe objects that are the result of the clustering where the
training data is implicitly clustered
|
| SparseMatrixClusterer
A matrix clusterer can cluster a matrix of data in some way
|
| SpatialClusters
Interface to describe objects that are the result of the clustering performed
by a
SpatialClusterer. |
| Class and Description |
|---|
| CentroidsProvider
Interface for clusterers capable of providing the centroids
of the clusters.
|
| Class and Description |
|---|
| CentroidsProvider
Interface for clusterers capable of providing the centroids
of the clusters.
|
| Class and Description |
|---|
| Clusters
Interface to represent the result of a clustering operation
|
| DataClusterer
Clusterers can extract clusters from data types and return
the data in a clustered form
|
| DistanceClusterer
A
DistanceClusterer clusters data that can be represented as a distance
matrix. |
| IndexClusters
Class to describe objects that are the result of the clustering where the
training data is implicitly clustered
|
| SimilarityClusterer
A
SimilarityClusterer clusters data that can be represented as a similarity
matrix. |
| SparseMatrixClusterer
A matrix clusterer can cluster a matrix of data in some way
|
| SpatialClusterer
A
SpatialClusterer clusters data that can be represented as points in
a space. |
| SpatialClusters
Interface to describe objects that are the result of the clustering performed
by a
SpatialClusterer. |
| Class and Description |
|---|
| DataClusterer
Clusterers can extract clusters from data types and return
the data in a clustered form
|
| IndexClusters
Class to describe objects that are the result of the clustering where the
training data is implicitly clustered
|
| SparseMatrixClusterer
A matrix clusterer can cluster a matrix of data in some way
|
| Class and Description |
|---|
| Clusters
Interface to represent the result of a clustering operation
|
| IndexClusters
Class to describe objects that are the result of the clustering where the
training data is implicitly clustered
|
| SpatialClusterer
A
SpatialClusterer clusters data that can be represented as points in
a space. |
| SpatialClusters
Interface to describe objects that are the result of the clustering performed
by a
SpatialClusterer. |
| Class and Description |
|---|
| ByteCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| CentroidsProvider
Interface for clusterers capable of providing the centroids
of the clusters.
|
| Clusters
Interface to represent the result of a clustering operation
|
| DoubleCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| FeatureVectorCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of
centroids in the form of FeatureVectors. |
| FloatCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| IntCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| LongCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| ShortCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| SpatialClusterer
A
SpatialClusterer clusters data that can be represented as points in
a space. |
| SpatialClusters
Interface to describe objects that are the result of the clustering performed
by a
SpatialClusterer. |
| Class and Description |
|---|
| CentroidsProvider
Interface for clusterers capable of providing the centroids
of the clusters.
|
| Clusters
Interface to represent the result of a clustering operation
|
| SpatialClusterer
A
SpatialClusterer clusters data that can be represented as points in
a space. |
| SpatialClusters
Interface to describe objects that are the result of the clustering performed
by a
SpatialClusterer. |
| Class and Description |
|---|
| ByteCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| DataClusterer
Clusterers can extract clusters from data types and return
the data in a clustered form
|
| DoubleCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| FloatCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| IndexClusters
Class to describe objects that are the result of the clustering where the
training data is implicitly clustered
|
| IntCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| LongCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| ShortCentroidsResult
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| SparseMatrixClusterer
A matrix clusterer can cluster a matrix of data in some way
|
| SpatialClusterer
A
SpatialClusterer clusters data that can be represented as points in
a space. |
| Class and Description |
|---|
| Clusters
Interface to represent the result of a clustering operation
|
| SpatialClusterer
A
SpatialClusterer clusters data that can be represented as points in
a space. |
| SpatialClusters
Interface to describe objects that are the result of the clustering performed
by a
SpatialClusterer. |
| Class and Description |
|---|
| Clusters
Interface to represent the result of a clustering operation
|
| DataClusterer
Clusterers can extract clusters from data types and return
the data in a clustered form
|
| IndexClusters
Class to describe objects that are the result of the clustering where the
training data is implicitly clustered
|
| MultiviewSimilarityClusterer
A
MultiviewSimilarityClusterer clusters data that can be represented
as multiple similarity matrices. |
| SimilarityClusterer
A
SimilarityClusterer clusters data that can be represented as a similarity
matrix. |
| SparseMatrixClusterer
A matrix clusterer can cluster a matrix of data in some way
|
| SpatialClusterer
A
SpatialClusterer clusters data that can be represented as points in
a space. |
| SpatialClusters
Interface to describe objects that are the result of the clustering performed
by a
SpatialClusterer. |
| Class and Description |
|---|
| SpatialClusters
Interface to describe objects that are the result of the clustering performed
by a
SpatialClusterer. |