Package | Description |
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de.lmu.ifi.dbs.jfeaturelib.features | |
de.lmu.ifi.dbs.jfeaturelib.shapeFeatures |
Modifier and Type | Class and Description |
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class |
AutoColorCorrelogram
VisualDescriptor for the AutoCorrelogram based on color as described in Huang, J.; Kumar, S.
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class |
CEDD
The CEDD feature was created, implemented and provided by Savvas A.
|
class |
ColorHistogram
A RGB/HSB histogram.
|
class |
FCTH
The FCTH feature was created, implemented and provided by Savvas A.
|
class |
FuzzyHistogram
Fuzzy Color Histogram.
|
class |
FuzzyOpponentHistogram
Wrapper for the according LIRE class.
|
class |
Gabor
Implementation of a Gabor texture features
This is a wrapper class for the corresponding lire class
|
class |
Haralick
Haralick texture features
http://makseq.com/materials/lib/Articles-Books/Filters/Texture/Co-occurence/haralick73.pdf
|
class |
Histogram
Class that generates several types of histograms.
|
class |
JCD
A joint descriptor joining CEDD and FCTH in one histogram by Savvas A.
|
class |
JpegCoefficientHistogram
This class implements the EdgeHistogram descriptor from the MPEG-7 standard.
|
class |
LocalBinaryPatterns
Constructs a histogram of local binary patterns (LBP) for each pixel.
|
class |
LuminanceLayout
The LuminanceLayout Descriptor is intended for grayscale or B/W images.
|
class |
MeanIntensityLocalBinaryPatterns
Patch-based local binary patterns.
|
class |
MeanPatchIntensityHistogram
This descriptor calculates a histogram of mean intensities of specified neighborhood size.
|
class |
Moments
Calculates the basic statistical moments of an image like mean, std_dev,
skewness and kurtosis.
|
class |
MPEG7ColorLayout
Class for extrcating & comparing MPEG-7 based CBIR descriptor ColorLayout
This is a wrapper class for the corresponding lire class (ColorLayout and
ColorLayoutImpl).
|
class |
MPEG7EdgeHistogram
This class implements the EdgeHistogram descriptor from the MPEG-7 standard.
|
class |
OpponentHistogram
Wrapper for the according LIRE class.
64 bin Opponent Histogram, based on the Opponent color space as described in van de Sande, Gevers & Snoek (2010)
"Evaluating Color Descriptors for Object and Scene Recognition", IEEE PAMI:
|
class |
PHOG
Generates Pyramid Histograms of Oriented Gradients (PHoG).
|
class |
ReferenceColorSimilarity
Color similarity features.
|
class |
Sift
This descriptor is a wrapper class for the famous SIFT algorithm proposed by
David Lowe: http://www.cs.ubc.ca/~lowe/keypoints/
Related papers:
The most complete and up-to-date reference for the SIFT feature detector is given in the following journal paper: David G. |
class |
SURF
Wrapper for the ImageJ SURF plugin (http://www.labun.com/imagej-surf/)
|
class |
Tamura
Implementation of (three) Tamura features done by Marko Keuschnig & Christian Penz
This is a wrapper class for the corresponding lire class
|
class |
Thumbnail
Simple thumbnail representation that serializes the complete image to a pixel array.
|
Modifier and Type | Class and Description |
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class |
AdaptiveGridResolution
Computes a normalized distance shape feature as Array List containing the
quadtree values from level 0 to the maximal level.
|
class |
CentroidBoundaryDistance
Computes a normalized distance shape feature as Array List containing the max
distances measured for each angle or null if no boundary was found at that
angle.
|
class |
CentroidFeature
Computes the Centroid according to "Bryan S.
|
class |
Compactness
Computes the compactness according to "Bryan S.
|
class |
Eccentricity
Computes the ratio of the length of the longest chord of the shape to the
longest chord perpendicular to it according to "Bryan S.
|
class |
ExtremalPoints
Computes extremal points according to "Bryan S.
|
class |
PolygonEvolution
Computes a distance shape feature as Array List containing the x and y
coordinates from the points generating the polygon.
|
class |
Profiles
Computes the horizontal, vertical and diagonal (starting top left for TLProfile analog bottom left for BLProfile)
Profiles according to "Bryan S.
|
class |
SquareModelShapeMatrix
The Descriptor represents a binarized shape model by the SquareModelShapreMatrix, also known as GridDescriptor.
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