Package | Description |
---|---|
org.openimaj.feature.local | |
org.openimaj.feature.local.quantised | |
org.openimaj.image.feature.dense.gradient.dsift | |
org.openimaj.image.feature.local.affine | |
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.image.feature.local.interest | |
org.openimaj.image.feature.local.keypoints |
Modifier and Type | Class and Description |
---|---|
class |
FloatLocalFeatureAdaptor<L extends Location>
|
interface |
LocalFeature<L extends Location,T extends FeatureVector>
A
LocalFeature models a feature that has a Location
associated with it. |
class |
LocalFeatureImpl<L extends Location,F extends FeatureVector>
A basic implementation of a
LocalFeature that internally holds
references to a FeatureVector and Location . |
interface |
LocalFeatureVectorProvider<L extends Location,T extends FeatureVector>
A
LocalFeatureVectorProvider models an object with both a
Location and a feature vector associated with it. |
interface |
LocationProvider<L extends Location>
A
LocationProvider marks classes that have an associated Location or
are capable of producing a Location from their internal state. |
Modifier and Type | Class and Description |
---|---|
class |
ScaleSpaceLocation
ScaleSpaceLocation represents a
Location in scale-space. |
class |
SpatialLocation
SpatialLocation represents a
Location in 2d-space. |
Modifier and Type | Field and Description |
---|---|
L |
LocalFeatureImpl.location
The
Location of the local feature |
Modifier and Type | Method and Description |
---|---|
static <L extends Location> |
FloatLocalFeatureAdaptor.wrap(List<? extends LocalFeature<L,?>> list)
Produce a
LocalFeatureList of FloatLocalFeatureAdaptor by
wrapping the input list, and dynamically wrapping with the
FloatLocalFeatureAdaptor s on demand. |
static <L extends Location> |
FloatLocalFeatureAdaptor.wrap(List<? extends LocalFeature<L,?>> list,
Normaliser<FloatFV> normaliser)
Produce a
LocalFeatureList of FloatLocalFeatureAdaptor by
wrapping the input list, and dynamically wrapping with the
FloatLocalFeatureAdaptor s on demand. |
Modifier and Type | Method and Description |
---|---|
boolean |
LocationFilter.accept(Location l)
Test whether a
Location should be accepted
or rejected. |
Modifier and Type | Class and Description |
---|---|
class |
QuantisedLocalFeature<L extends Location>
A QuantisedLocalFeature is a local feature with a single integer
feature-vector.
|
Modifier and Type | Field and Description |
---|---|
L |
QuantisedLocalFeature.location
The location of the local feature
|
Modifier and Type | Class and Description |
---|---|
class |
ByteDSIFTKeypoint
Dense SIFT keypoint with a location and byte feature vector.
|
class |
FloatDSIFTKeypoint
Dense SIFT keypoint with a location and float feature vector.
|
Modifier and Type | Class and Description |
---|---|
static class |
AffineSimulationKeypoint.AffineSimulationKeypointLocation
A
KeypointLocation extended to hold a rotation, tilt and index
corresponding to an affine simulation. |
Modifier and Type | Interface and Description |
---|---|
interface |
SpatialVectorAggregator<FEATURE extends FeatureVector,LOCATION extends Location,BOUNDS>
Interface describing an object that can convert a list of local features from
a single image into an aggregated vector form, using both the featurevector
and spatial location of each local feature.
|
Modifier and Type | Method and Description |
---|---|
static <L extends Location,T> |
BagOfVisualWords.computeQuantisedFeatures(HardAssigner<T,?,?> assigner,
List<? extends LocalFeature<L,? extends ArrayFeatureVector<T>>> features)
Utility method to construct a list of quantised local features (local
features with visual word assignments) from a list of features and a
HardAssigner . |
static <L extends Location> |
BagOfVisualWords.extractFeatureFromQuantised(Collection<? extends QuantisedLocalFeature<L>> qfeatures,
int nfeatures)
Utility method to quickly convert a collection of quantised local
features to a histogram of their corresponding visual word identifiers.
|
Modifier and Type | Class and Description |
---|---|
class |
EllipticInterestPointData |
class |
InterestPointData |
Modifier and Type | Class and Description |
---|---|
class |
KeypointLocation
The location of a
Keypoint . |
static class |
MinMaxKeypoint.MinMaxKeypointLocation
The location of a
MinMaxKeypoint . |
class |
SIFTGeoKeypoint.SIFTGeoLocation
The location of a
SIFTGeoKeypoint . |