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Alexander Freytag bc6844c3a3 more commentations, more flexibility for classifier interfaces il y a 12 ans
algebra 72d211d8f0 init il y a 12 ans
configs 72d211d8f0 init il y a 12 ans
doxy 72d211d8f0 init il y a 12 ans
kernels 72d211d8f0 init il y a 12 ans
parameterizedFunctions f44f974f13 solved bug: added class labels for binary setup il y a 12 ans
progs 2b872da348 small bugfix il y a 12 ans
tests 00be787c67 matio-optional support also for test-programs il y a 12 ans
tutorial 72d211d8f0 init il y a 12 ans
FMKGPHyperparameterOptimization.cpp bc6844c3a3 more commentations, more flexibility for classifier interfaces il y a 12 ans
FMKGPHyperparameterOptimization.h bc6844c3a3 more commentations, more flexibility for classifier interfaces il y a 12 ans
FastMinKernel.cpp bc6844c3a3 more commentations, more flexibility for classifier interfaces il y a 12 ans
FastMinKernel.h bc6844c3a3 more commentations, more flexibility for classifier interfaces il y a 12 ans
FeatureMatrixT.h bc6844c3a3 more commentations, more flexibility for classifier interfaces il y a 12 ans
FeatureMatrixT.tcc bc6844c3a3 more commentations, more flexibility for classifier interfaces il y a 12 ans
GMHIKernel.cpp 72d211d8f0 init il y a 12 ans
GMHIKernel.h 72d211d8f0 init il y a 12 ans
GPHIKClassifier.cpp bc6844c3a3 more commentations, more flexibility for classifier interfaces il y a 12 ans
GPHIKClassifier.h bc6844c3a3 more commentations, more flexibility for classifier interfaces il y a 12 ans
GPLikelihoodApprox.cpp 72d211d8f0 init il y a 12 ans
GPLikelihoodApprox.h 72d211d8f0 init il y a 12 ans
IKMLinearCombination.cpp 72d211d8f0 init il y a 12 ans
IKMLinearCombination.h 72d211d8f0 init il y a 12 ans
IKMNoise.cpp 72d211d8f0 init il y a 12 ans
IKMNoise.h 72d211d8f0 init il y a 12 ans
ImplicitKernelMatrix.cpp 72d211d8f0 init il y a 12 ans
ImplicitKernelMatrix.h 72d211d8f0 init il y a 12 ans
License 72d211d8f0 init il y a 12 ans
Makefile 72d211d8f0 init il y a 12 ans
Makefile.inc 72d211d8f0 init il y a 12 ans
Quantization.cpp 72d211d8f0 init il y a 12 ans
Quantization.h 72d211d8f0 init il y a 12 ans
README 72d211d8f0 init il y a 12 ans
SortedVectorSparse.h 72d211d8f0 init il y a 12 ans
VectorSorter.cpp 72d211d8f0 init il y a 12 ans
VectorSorter.h 72d211d8f0 init il y a 12 ans
doxyfile_gp_hik.txt 72d211d8f0 init il y a 12 ans
libdepend.inc 72d211d8f0 init il y a 12 ans
todo bc7b16c166 added todos, current bugs, crashs scenarios il y a 12 ans
tools.h 72d211d8f0 init il y a 12 ans

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