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Alexander Freytag 49997136fc class labels are now uints пре 10 година
algebra acb47ec1be fixes to novelty semseg пре 11 година
configs 72d211d8f0 init пре 12 година
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kernels 72d211d8f0 init пре 12 година
matlab 49997136fc class labels are now uints пре 10 година
parameterizedFunctions 3d3d4fc5af more flexibility for access from matlab, added identity transform, minor clean-up пре 10 година
progs a5730ca7e9 Clang fix пре 11 година
tests 49997136fc class labels are now uints пре 10 година
tutorial 72d211d8f0 init пре 12 година
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FMKGPHyperparameterOptimization.cpp 49997136fc class labels are now uints пре 10 година
FMKGPHyperparameterOptimization.h 49997136fc class labels are now uints пре 10 година
FastMinKernel.cpp 0a8c064b19 clean-up, test-unit adaptation, bug-fixing for stored index пре 10 година
FastMinKernel.h e2f171e157 clean-up and consistency in FMKGPHyp пре 10 година
FeatureMatrixT.h e6650e029e still unstable, towards uint-support пре 10 година
FeatureMatrixT.tcc 05e9a2b950 bug fix in persistent-function of FeatureMatrixT, unit-tests cleaned пре 10 година
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean пре 11 година
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean пре 11 година
GPHIKClassifier.cpp 49997136fc class labels are now uints пре 10 година
GPHIKClassifier.h 49997136fc class labels are now uints пре 10 година
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout пре 11 година
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout пре 11 година
GPLikelihoodApprox.cpp 49997136fc class labels are now uints пре 10 година
GPLikelihoodApprox.h 49997136fc class labels are now uints пре 10 година
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings пре 11 година
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean пре 11 година
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean пре 11 година
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean пре 11 година
ImplicitKernelMatrix.cpp 72d211d8f0 init пре 12 година
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean пре 11 година
License 72d211d8f0 init пре 12 година
Makefile 72d211d8f0 init пре 12 година
Makefile.inc 72d211d8f0 init пре 12 година
OnlineLearnable.h d755cd9501 better doxygen docu for main classes пре 11 година
Quantization.cpp cbb2ffa96e more consistency towards support of uint пре 10 година
Quantization.h cbb2ffa96e more consistency towards support of uint пре 10 година
README 72d211d8f0 init пре 12 година
SortedVectorSparse.h 0a8c064b19 clean-up, test-unit adaptation, bug-fixing for stored index пре 10 година
VectorSorter.cpp 72d211d8f0 init пре 12 година
VectorSorter.h 72d211d8f0 init пре 12 година
doxyfile_gp_hik.txt 72d211d8f0 init пре 12 година
libdepend.inc 72d211d8f0 init пре 12 година
tools.h 72d211d8f0 init пре 12 година

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