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Alexander Freytag 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
algebra 72d211d8f0 init 13 anni fa
configs 72d211d8f0 init 13 anni fa
doxy 72d211d8f0 init 13 anni fa
kernels 72d211d8f0 init 13 anni fa
matlab 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
parameterizedFunctions f44f974f13 solved bug: added class labels for binary setup 13 anni fa
progs 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
tests 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
tutorial 72d211d8f0 init 13 anni fa
FMKGPHyperparameterOptimization.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
FMKGPHyperparameterOptimization.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
FastMinKernel.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
FastMinKernel.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
FeatureMatrixT.h bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 anni fa
FeatureMatrixT.tcc bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 anni fa
GMHIKernel.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
GMHIKernel.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
GPHIKClassifier.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
GPHIKClassifier.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
GPLikelihoodApprox.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
GPLikelihoodApprox.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
IKMLinearCombination.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
IKMLinearCombination.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
IKMNoise.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
IKMNoise.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
ImplicitKernelMatrix.cpp 72d211d8f0 init 13 anni fa
ImplicitKernelMatrix.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 12 anni fa
License 72d211d8f0 init 13 anni fa
Makefile 72d211d8f0 init 13 anni fa
Makefile.inc 72d211d8f0 init 13 anni fa
Quantization.cpp 72d211d8f0 init 13 anni fa
Quantization.h 72d211d8f0 init 13 anni fa
README 72d211d8f0 init 13 anni fa
SortedVectorSparse.h 72d211d8f0 init 13 anni fa
VectorSorter.cpp 72d211d8f0 init 13 anni fa
VectorSorter.h 72d211d8f0 init 13 anni fa
doxyfile_gp_hik.txt 72d211d8f0 init 13 anni fa
libdepend.inc 72d211d8f0 init 13 anni fa
todo bc7b16c166 added todos, current bugs, crashs scenarios 12 anni fa
tools.h 72d211d8f0 init 13 anni fa

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