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Alexander Freytag c32b32acdf restore options - bug fixes - more comfortable system is in progress há 11 anos atrás
algebra 72d211d8f0 init há 12 anos atrás
configs 72d211d8f0 init há 12 anos atrás
doxy 72d211d8f0 init há 12 anos atrás
kernels 72d211d8f0 init há 12 anos atrás
matlab c32b32acdf restore options - bug fixes - more comfortable system is in progress há 11 anos atrás
parameterizedFunctions f44f974f13 solved bug: added class labels for binary setup há 12 anos atrás
progs c32b32acdf restore options - bug fixes - more comfortable system is in progress há 11 anos atrás
tests 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
tutorial 72d211d8f0 init há 12 anos atrás
FMKGPHyperparameterOptimization.cpp c32b32acdf restore options - bug fixes - more comfortable system is in progress há 11 anos atrás
FMKGPHyperparameterOptimization.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
FastMinKernel.cpp c32b32acdf restore options - bug fixes - more comfortable system is in progress há 11 anos atrás
FastMinKernel.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
FeatureMatrixT.h bc6844c3a3 more commentations, more flexibility for classifier interfaces há 12 anos atrás
FeatureMatrixT.tcc bc6844c3a3 more commentations, more flexibility for classifier interfaces há 12 anos atrás
GMHIKernel.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
GMHIKernel.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
GPHIKClassifier.cpp c32b32acdf restore options - bug fixes - more comfortable system is in progress há 11 anos atrás
GPHIKClassifier.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
GPLikelihoodApprox.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
GPLikelihoodApprox.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
IKMLinearCombination.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
IKMLinearCombination.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
IKMNoise.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
IKMNoise.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
ImplicitKernelMatrix.cpp 72d211d8f0 init há 12 anos atrás
ImplicitKernelMatrix.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK há 11 anos atrás
License 72d211d8f0 init há 12 anos atrás
Makefile 72d211d8f0 init há 12 anos atrás
Makefile.inc 72d211d8f0 init há 12 anos atrás
Quantization.cpp 72d211d8f0 init há 12 anos atrás
Quantization.h 72d211d8f0 init há 12 anos atrás
README 72d211d8f0 init há 12 anos atrás
SortedVectorSparse.h 72d211d8f0 init há 12 anos atrás
VectorSorter.cpp 72d211d8f0 init há 12 anos atrás
VectorSorter.h 72d211d8f0 init há 12 anos atrás
doxyfile_gp_hik.txt 72d211d8f0 init há 12 anos atrás
libdepend.inc 72d211d8f0 init há 12 anos atrás
todo bc7b16c166 added todos, current bugs, crashs scenarios há 12 anos atrás
tools.h 72d211d8f0 init há 12 anos atrás

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