Package de.lmu.ifi.dbs.jfeaturelib.features

Interface Summary

Interface	Description
FeatureDescriptor	Interface for a common descriptor that returns a either a single feature vector or a set / list of feature vectors.

Class Summary

Class	Description
AbstractFeatureDescriptor	This abstract class provides some convenient base functionalities for feature descriptors like the getter for the data (including null check) and the propery change support.
AutoColorCorrelogram	VisualDescriptor for the AutoCorrelogram based on color as described in Huang, J.; Kumar, S.
CEDD	The CEDD feature was created, implemented and provided by Savvas A.
ColorHistogram	A RGB/HSB histogram.
FCTH	The FCTH feature was created, implemented and provided by Savvas A.
FuzzyHistogram	Fuzzy Color Histogram.
FuzzyOpponentHistogram	Wrapper for the according LIRE class.
Gabor	Implementation of a Gabor texture features This is a wrapper class for the corresponding lire class
Haralick	Haralick texture features http://makseq.com/materials/lib/Articles-Books/Filters/Texture/Co-occurence/haralick73.pdf
Histogram	Class that generates several types of histograms.
JCD	A joint descriptor joining CEDD and FCTH in one histogram by Savvas A.
JpegCoefficientHistogram	This class implements the EdgeHistogram descriptor from the MPEG-7 standard.
LocalBinaryPatterns	Constructs a histogram of local binary patterns (LBP) for each pixel.
LuminanceLayout	The LuminanceLayout Descriptor is intended for grayscale or B/W images.
MeanIntensityLocalBinaryPatterns	Patch-based local binary patterns.
MeanPatchIntensityHistogram	This descriptor calculates a histogram of mean intensities of specified neighborhood size.
Moments	Calculates the basic statistical moments of an image like mean, std_dev, skewness and kurtosis.
MPEG7ColorLayout	Class for extrcating & comparing MPEG-7 based CBIR descriptor ColorLayout This is a wrapper class for the corresponding lire class (ColorLayout and ColorLayoutImpl).
MPEG7EdgeHistogram	This class implements the EdgeHistogram descriptor from the MPEG-7 standard.
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:
PHOG	Generates Pyramid Histograms of Oriented Gradients (PHoG).
ReferenceColorSimilarity	Color similarity features.
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.
SURF	Wrapper for the ImageJ SURF plugin (http://www.labun.com/imagej-surf/)
Tamura	Implementation of (three) Tamura features done by Marko Keuschnig & Christian Penz This is a wrapper class for the corresponding lire class
Thumbnail	Simple thumbnail representation that serializes the complete image to a pixel array.

Enum Summary

Enum	Description
ColorHistogram.TYPE	Type defining which type of colorspace should be used
Histogram.TYPE