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Alexander Freytag 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually 12 years ago
algebra 72d211d8f0 init 12 years ago
configs 72d211d8f0 init 12 years ago
doxy 72d211d8f0 init 12 years ago
kernels 72d211d8f0 init 12 years ago
parameterizedFunctions f44f974f13 solved bug: added class labels for binary setup 12 years ago
progs 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually 12 years ago
tests 00be787c67 matio-optional support also for test-programs 12 years ago
tutorial 72d211d8f0 init 12 years ago
FMKGPHyperparameterOptimization.cpp 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually 12 years ago
FMKGPHyperparameterOptimization.h bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 years ago
FastMinKernel.cpp bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 years ago
FastMinKernel.h bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 years ago
FeatureMatrixT.h bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 years ago
FeatureMatrixT.tcc bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 years ago
GMHIKernel.cpp 72d211d8f0 init 12 years ago
GMHIKernel.h 72d211d8f0 init 12 years ago
GPHIKClassifier.cpp 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually 12 years ago
GPHIKClassifier.h bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 years ago
GPLikelihoodApprox.cpp 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually 12 years ago
GPLikelihoodApprox.h 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually 12 years ago
IKMLinearCombination.cpp 72d211d8f0 init 12 years ago
IKMLinearCombination.h 72d211d8f0 init 12 years ago
IKMNoise.cpp 72d211d8f0 init 12 years ago
IKMNoise.h 72d211d8f0 init 12 years ago
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 years ago
ImplicitKernelMatrix.h 72d211d8f0 init 12 years ago
License 72d211d8f0 init 12 years ago
Makefile 72d211d8f0 init 12 years ago
Makefile.inc 72d211d8f0 init 12 years ago
Quantization.cpp 72d211d8f0 init 12 years ago
Quantization.h 72d211d8f0 init 12 years ago
README 72d211d8f0 init 12 years ago
SortedVectorSparse.h 72d211d8f0 init 12 years ago
VectorSorter.cpp 72d211d8f0 init 12 years ago
VectorSorter.h 72d211d8f0 init 12 years ago
doxyfile_gp_hik.txt 72d211d8f0 init 12 years ago
libdepend.inc 72d211d8f0 init 12 years ago
todo bc7b16c166 added todos, current bugs, crashs scenarios 12 years ago
tools.h 72d211d8f0 init 12 years ago

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