Package | Description |
---|---|
org.openimaj.feature.local.matcher | |
org.openimaj.image.feature.global | |
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.descriptor.gradient | |
org.openimaj.image.feature.local.detector.pyramid | |
org.openimaj.image.feature.local.engine | |
org.openimaj.image.model.asm | |
org.openimaj.image.processing.restoration.inpainting | |
org.openimaj.math.geometry.shape | |
org.openimaj.ml.kernel | |
org.openimaj.ml.linear.learner.perceptron |
Modifier and Type | Class and Description |
---|---|
class |
BasicMatcher<T extends LocalFeature<?,?>>
Basic local feature matcher.
|
class |
FastBasicKeypointMatcher<T extends Keypoint>
Basic keypoint matcher.
|
Modifier and Type | Class and Description |
---|---|
class |
ModifiedLuoSimplicity
Estimate the simplicity of an image by looking at the colour distribution of
the background.
|
class |
SharpPixelProportion
Implementation of the blur estimation feature described by Ke, Tang and Jing,
and Yeh et al.
|
Modifier and Type | Class and Description |
---|---|
class |
FisherVector<T>
Implementation of the Fisher Vector (FV) encoding scheme.
|
Modifier and Type | Class and Description |
---|---|
class |
SIFTFeatureProvider
An extractor for SIFT features.
|
Modifier and Type | Class and Description |
---|---|
class |
BasicOctaveExtremaFinder
A basic concrete implementation of an
AbstractOctaveExtremaFinder
that searches for local extrema in scale space. |
class |
InterpolatingOctaveExtremaFinder
Implementation of the method described in
"Invariant Features from Interest Point Groups" by Matthew Brown and David
Lowe (http://www.cs.ubc.ca/~lowe/papers/brown02.pdf) for improving the
localisation of interest points detected in a difference-of-Gaussian by
fitting a 3D quadratic to the scale-space Laplacian (approximated by the
difference-of-Gaussian pyramid).
|
Modifier and Type | Class and Description |
---|---|
class |
DoGColourSIFTEngine
The
DoGSIFTEngine extended to colour images (aka Colour-SIFT). |
class |
DoGSIFTEngine
An implementation of Lowe's SIFT: specifically both the
difference-of-Gaussian detector coupled with a SIFT descriptor.
|
Modifier and Type | Class and Description |
---|---|
class |
ActiveShapeModel<I extends Image<?,I>>
Implementation of a basic Active Shape Model.
|
class |
MultiResolutionActiveShapeModel<I extends Image<?,I> & SinglebandImageProcessor.Processable<Float,FImage,I>>
Implementation of a basic Multi-resolution Active Shape Model.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractFMMInpainter<IMAGE extends Image<?,IMAGE> & SinglebandImageProcessor.Processable<Float,FImage,IMAGE>>
Abstract base class for inpainting algorithms based on the Fast Marching
Method (FMM) for selecting the order of pixels to paint.
|
Modifier and Type | Class and Description |
---|---|
class |
PointDistributionModel
|
Modifier and Type | Class and Description |
---|---|
class |
HomogeneousKernelMap
Implementation of the Homogeneous Kernel Map.
|
Modifier and Type | Class and Description |
---|---|
class |
OISVM |