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Alexander Freytag 7fc06c0490 removed compiler warnings vor 12 Jahren
algebra 72d211d8f0 init vor 13 Jahren
configs 72d211d8f0 init vor 13 Jahren
doxy 72d211d8f0 init vor 13 Jahren
kernels 72d211d8f0 init vor 13 Jahren
matlab e91b7379f1 Matlab-Interface commented, added addMultipleExamples vor 12 Jahren
parameterizedFunctions 7fc06c0490 removed compiler warnings vor 12 Jahren
progs 7fc06c0490 removed compiler warnings vor 12 Jahren
tests b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing vor 12 Jahren
tutorial 72d211d8f0 init vor 13 Jahren
FMKGPHyperparameterOptimization.cpp 7fc06c0490 removed compiler warnings vor 12 Jahren
FMKGPHyperparameterOptimization.h b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing vor 12 Jahren
FastMinKernel.cpp 7fc06c0490 removed compiler warnings vor 12 Jahren
FastMinKernel.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples vor 12 Jahren
FeatureMatrixT.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples vor 12 Jahren
FeatureMatrixT.tcc afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples vor 12 Jahren
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 12 Jahren
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 12 Jahren
GPHIKClassifier.cpp 7fc06c0490 removed compiler warnings vor 12 Jahren
GPHIKClassifier.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples vor 12 Jahren
GPLikelihoodApprox.cpp b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing vor 12 Jahren
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 12 Jahren
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings vor 12 Jahren
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 12 Jahren
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 12 Jahren
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 12 Jahren
ImplicitKernelMatrix.cpp 72d211d8f0 init vor 13 Jahren
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 12 Jahren
License 72d211d8f0 init vor 13 Jahren
Makefile 72d211d8f0 init vor 13 Jahren
Makefile.inc 72d211d8f0 init vor 13 Jahren
OnlineLearnable.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 12 Jahren
Quantization.cpp 72d211d8f0 init vor 13 Jahren
Quantization.h 72d211d8f0 init vor 13 Jahren
README 72d211d8f0 init vor 13 Jahren
SortedVectorSparse.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented vor 12 Jahren
VectorSorter.cpp 72d211d8f0 init vor 13 Jahren
VectorSorter.h 72d211d8f0 init vor 13 Jahren
doxyfile_gp_hik.txt 72d211d8f0 init vor 13 Jahren
libdepend.inc 72d211d8f0 init vor 13 Jahren
todo bc7b16c166 added todos, current bugs, crashs scenarios vor 12 Jahren
tools.h 72d211d8f0 init vor 13 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