Free Java library for image features and point/region detectors used in ComputerVision
Java HTML

README.md

DOI

JFeatureLib

JFeatureLib is a free library that provides implementations for several kinds of image features and also several point/region detectors used mainly in the research field of ComputerVision.

Refer to the Wiki for further information

Releases can also be found at Maven Central: https://oss.sonatype.org/content/repositories/releases/de/lmu/ifi/dbs/jfeaturelib/JFeatureLib/

The API can be found here: http://jfeaturelib-api.locked.de

Build & Install

JFeatureLib's dependencies are all but one in MavenCentral. To get LIRE into the maven environment as well and compile JFeatureLib, just use the following commands:

git clone https://github.com/locked-fg/LIRE.git
cd LIRE
mvn -Prelease install -DskipTests=true -Dgpg.skip=true -Dmaven.javadoc.skip=true

cd ..
git clone https://github.com/locked-fg/JFeatureLib.git
cd JFeatureLib
mvn clean install 

Include JFeatureLib in your program:

<dependency>
    <groupId>de.lmu.ifi.dbs.jfeaturelib</groupId>
    <artifactId>JFeatureLib</artifactId>
    <version>1.6.5</version>
    <type>jar</type>
</dependency>

Changelog

  • 1.6.5
    • raised compiler level to Java 8
    • fixed dependencies
  • 1.6.4:
    • fixed SIFT Wrapper
  • 1.6.3:
    • replaced LIRE Dependency with a maven repo
    • extended LocalBinary patterns so that it can hold more than 14 neighbours.
  • 1.6.2:
    • Haralick Bug fixed (Fixes Issue #26)
    • Histogram descriptor crashed with non binary masks
  • 1.6.1:
    • changed the LIRE dependency and added some help how to get LIRE working (Use my fork: https://github.com/locked-fg/LIRE)
    • added numerically stable variance calculation for Haralick (Issue #20). Thanks Erich Schubert
  • 1.6.0:
    • added LocalBinaryPatterns, MeanIntensityLocalBinaryPatterns, MeanPatchIntensityHistogram (Pull Request #21). Thanks Sebastian Pölsterl.
  • 1.5.3:
    • Omit "save file" dialog when using SIFT. Fixes #19. Thanks Johannes Niedermayer
  • 1.5.2:
    • Caught all Throwables in Extractor (Pull Request #17). Thanks Sebastian Pölsterl.
    • added quoting of Extractor Output (Pull Request #18). Thanks Sebastian Pölsterl.
  • 1.5.1:
    • Fixed an Haralick-Bug (Issue #16). Thanks Sebastian Pölsterl.
    • Provide multi character image classes (Issue #15). Thanks Sebastian Pölsterl.
    • Fixed quite some issues that FindBugs marked.
  • 1.5.0:
    • Extractor now also supports output to stdout (Thanks Erich Schubert)
    • Extractor now also supports case insensitive file suffixes
    • added JpegCoefficientsHistogram (from Lire)
    • added basic tests for features
    • added capabilities to SUSAN extractor
    • removed obsolete RGBtoGray
    • extended the Extractor help functionality
    • fixed an invalid API in Kernel
    • fixed LuminanceLayout (typo and wrong implementation)
    • fixed Extractor debugging
  • 1.4.1:
    • fixed Tamura instanciation bug
  • 1.4.0:
    • packaged LIRE directly into the JARs, thanks David Maiserer
    • updated to LIRE 0.9.4-beta (08.July.2013 including custom patch)
    • added LuminanceLayout (from LIRE)
    • added OpponentHistogram (from LIRE)
    • added FuzzyOpponentHistogram (from LIRE)
    • added MPEG7ColorLayout (from LIRE)
    • added MPEG7EdgeHistogram (from LIRE)
    • fixed Threading issue in Histograms, thanks Christian Surer
    • updated dependency to imageJ v1.46
  • 1.3.2:
    • fixed Dependency to Google Guava, thanks Nepomuk Seiler
  • 1.3.1:
    • fixed Issue 29 & 20
    • changed dependency of common-extension-lib (fixes NaNs)
    • Made the jar executable (again)
  • 1.3.0:
    • changed PHOG code according to new common-extension-lib
    • fixed Issue 24: NPE in AutoColorCorrelogram
    • fixed Issue 26: LibProperties
    • fixed Issue 23: added new feature ColorHistogram, ReferenceColorSimilarity
  • 1.2.0:
    • added new feature descriptor AutoColorCorrelogram, thanx LIRE
    • replaced the lire library with the most recent lire version 0.9.3
    • removed the package de.lmu.ifi.dbs.jfeaturelib.features.lire and implemented the according delegates
    • added properties support for lire features
    • added properties support for thumbnail
    • removed deprecated method calls in SURF / removed surf classes that are not needed for extraction
    • Changed ConfigurableDescriptor to AbstractDescriptor
    • added code licencing blocks
    • corrected JavaDocs to get rid of all the warnings
    • changed dependency to common-extension-lib 2.1.0
  • 1.1.0:
    • added SquareModelShapeMatrix and according properties
    • changed de.lmu.ifi.dbs.jfeaturelib.shapeFeatures.Profiles to a new implemenation provided by Johannes Niedermayer
    • made Histogram.TYPE public static
    • added config option for haralick distance
  • 1.0.1:
    • fixed error that properties were not found
    • added possibility to extract jfeaturelib.properties from jar by using the Extractor
    • added possibility to extract logging.properties from jar by using the Extractor
  • 1.0.0:
  • 0.4.0:
    • changed build system to maven, thanks Nepomuk Seiler
    • checked the support values of all feature extractors
    • Fixed Issue 18 (masking support in PHOG)
    • Fixed Issue 17 (masking support in CLI)
    • Made Extractor more convenient and robust
    • Fixed Issue 8 (Canny support)
  • 0.3.1:
    • annoying Logging.properties fix in Extractor
  • 0.3.0:
    • made Canny and PHOG configurable via properties
    • extend properties and PHOG to combine PHOG and Canny
  • 0.2.0:
    • added shape features (special thanks to Johannes Stadler and Johannes Niedermayer)
    • changed completely to log4j
    • fixed buildfile
    • Fixed Issue 14
  • 0.1.2:
    • aggregates GrayHistogram and RGB Histogram in Histogram which also supports separate extraction of R,G,B, HSB, H, S, B Histograms
    • added settings to properties
    • added more convenient way of setting properties even through Extractor
  • 0.1.1:
    • introduced Abstract Feature Descriptor
    • fixed bug in Haralick feature (Issue 11)
  • 0.1.0: init