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

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