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Alexander Freytag b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented hace 12 años
algebra 72d211d8f0 init hace 13 años
configs 72d211d8f0 init hace 13 años
doxy 72d211d8f0 init hace 13 años
kernels 72d211d8f0 init hace 13 años
matlab c32b32acdf restore options - bug fixes - more comfortable system is in progress hace 12 años
parameterizedFunctions b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented hace 12 años
progs c32b32acdf restore options - bug fixes - more comfortable system is in progress hace 12 años
tests 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK hace 12 años
tutorial 72d211d8f0 init hace 13 años
FMKGPHyperparameterOptimization.cpp b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented hace 12 años
FMKGPHyperparameterOptimization.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented hace 12 años
FastMinKernel.cpp b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented hace 12 años
FastMinKernel.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented hace 12 años
FeatureMatrixT.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented hace 12 años
FeatureMatrixT.tcc b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented hace 12 años
GMHIKernel.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK hace 12 años
GMHIKernel.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK hace 12 años
GPHIKClassifier.cpp b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented hace 12 años
GPHIKClassifier.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented hace 12 años
GPLikelihoodApprox.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK hace 12 años
GPLikelihoodApprox.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK hace 12 años
IKMLinearCombination.cpp 8034802468 towards xml-like store and restore fct, not finished yet hace 12 años
IKMLinearCombination.h 8034802468 towards xml-like store and restore fct, not finished yet hace 12 años
IKMNoise.cpp b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented hace 12 años
IKMNoise.h 8034802468 towards xml-like store and restore fct, not finished yet hace 12 años
ImplicitKernelMatrix.cpp 72d211d8f0 init hace 13 años
ImplicitKernelMatrix.h 8034802468 towards xml-like store and restore fct, not finished yet hace 12 años
License 72d211d8f0 init hace 13 años
Makefile 72d211d8f0 init hace 13 años
Makefile.inc 72d211d8f0 init hace 13 años
Quantization.cpp 72d211d8f0 init hace 13 años
Quantization.h 72d211d8f0 init hace 13 años
README 72d211d8f0 init hace 13 años
SortedVectorSparse.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented hace 12 años
VectorSorter.cpp 72d211d8f0 init hace 13 años
VectorSorter.h 72d211d8f0 init hace 13 años
doxyfile_gp_hik.txt 72d211d8f0 init hace 13 años
libdepend.inc 72d211d8f0 init hace 13 años
todo bc7b16c166 added todos, current bugs, crashs scenarios hace 12 años
tools.h 72d211d8f0 init hace 13 años

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