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Alexander Freytag 8201b1ec2d 1-vs-all gphikraw stable and supported 9 éve
algebra acb47ec1be fixes to novelty semseg 11 éve
configs 72d211d8f0 init 12 éve
doxy 72d211d8f0 init 12 éve
kernels 72d211d8f0 init 12 éve
matlab 8201b1ec2d 1-vs-all gphikraw stable and supported 9 éve
parameterizedFunctions 50b61955bf stable support of new quantization techniques 10 éve
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
quantization b5e60b8f62 stable quantization for Raw version 9 éve
tests 5ab4f6647b test case bugfix and no sparsity tolerance 9 éve
tutorial 72d211d8f0 init 12 éve
.gitignore abb7dfbd64 added .gitignore 11 éve
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 11 éve
FMKGPHyperparameterOptimization.cpp 3f534dcbbf unstable version towards easier conversion 9 éve
FMKGPHyperparameterOptimization.h 50b61955bf stable support of new quantization techniques 10 éve
FastMinKernel.cpp 6b50a4117d corrected index bug in Raw version, adapted old code to new layout 9 éve
FastMinKernel.h 4b4259ccbb removed obsolete files, comments by erik 10 éve
FeatureMatrixT.h 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug 10 éve
FeatureMatrixT.tcc 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug 10 éve
GMHIKernel.cpp 50b61955bf stable support of new quantization techniques 10 éve
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 éve
GMHIKernelRaw.cpp 6b50a4117d corrected index bug in Raw version, adapted old code to new layout 9 éve
GMHIKernelRaw.h b5e60b8f62 stable quantization for Raw version 9 éve
GPHIKClassifier.cpp e303a6cb64 Merge branch 'raw_version' of dbv.inf-cv.uni-jena.de:nice/nice-gp-hik-core into raw_version 10 éve
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
GPHIKRawClassifier.cpp 8201b1ec2d 1-vs-all gphikraw stable and supported 9 éve
GPHIKRawClassifier.h 3f534dcbbf unstable version towards easier conversion 9 éve
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 éve
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 11 éve
GPLikelihoodApprox.cpp 27f0611efc major bugfix 9 éve
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 éve
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 éve
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 éve
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 éve
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 éve
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 éve
License 72d211d8f0 init 12 éve
Makefile 72d211d8f0 init 12 éve
Makefile.inc 72d211d8f0 init 12 éve
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 éve
README 72d211d8f0 init 12 éve
SortedVectorSparse.h 5ab4f6647b test case bugfix and no sparsity tolerance 9 éve
VectorSorter.cpp 72d211d8f0 init 12 éve
VectorSorter.h 72d211d8f0 init 12 éve
doxyfile_gp_hik.txt 72d211d8f0 init 12 éve
libdepend.inc 72d211d8f0 init 12 éve
tools.h 72d211d8f0 init 12 éve

README

This code requires the NICE-core library (available on github) and implements the ideas presented in the following papers:

Alexander Freytag and Erik Rodner and Paul Bodesheim and Joachim Denzler
"Rapid Uncertainty Computation with Gaussian Processes and Histogram Intersection Kernels"
Asian Conference on Computer Vision (ACCV). 2012.

Erik Rodner and Alexander Freytag and Paul Bodesheim and Joachim Denzler
"Large-Scale Gaussian Process Classification with Flexible Adaptive Histogram Kernels"
European Conference on Computer Vision (ECCV). 2012. pages 85--98

If you use this software in your research, you have to cite at least one of the two papers.

Problems, questions, and general feedback should be addressed to:

Alexander.Freytag uni-jena.de
Erik.Rodner uni-jena.de

Copyright (LGPL) Alexander Freytag and Erik Rodner