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

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