Keine Beschreibung

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

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