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.
This Github repo is a mirror of https://jfeaturelib.googlecode.com
Current releases can also be found at maven: https://oss.sonatype.org/content/repositories/releases/de/lmu/ifi/dbs/jfeaturelib/JFeatureLib/
- 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: - corrected package path from de.lmu.dbs.jfeaturelib to de.lmu.ifi.dbs.jfeaturelib (added ifi) - Fixed Issue 19 (possibility to list feature descriptor capabilities in CLI) - published to maven https://oss.sonatype.org/content/groups/public/de/lmu/ifi/dbs/jfeaturelib/JFeatureLib/
- 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: - start of history file