ComputerVisionJena/NICE_GP_HIK_Core @ 7bafeba1ae72dab357dcc953fa80120b56c9ce2c

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Alexander Freytag 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually		vor 12 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
parameterizedFunctions	f44f974f13 solved bug: added class labels for binary setup	vor 12 Jahren
progs	7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually	vor 12 Jahren
tests	00be787c67 matio-optional support also for test-programs	vor 12 Jahren
tutorial	72d211d8f0 init	vor 12 Jahren
FMKGPHyperparameterOptimization.cpp	7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually	vor 12 Jahren
FMKGPHyperparameterOptimization.h	bc6844c3a3 more commentations, more flexibility for classifier interfaces	vor 12 Jahren
FastMinKernel.cpp	bc6844c3a3 more commentations, more flexibility for classifier interfaces	vor 12 Jahren
FastMinKernel.h	bc6844c3a3 more commentations, more flexibility for classifier interfaces	vor 12 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	72d211d8f0 init	vor 12 Jahren
GMHIKernel.h	72d211d8f0 init	vor 12 Jahren
GPHIKClassifier.cpp	7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually	vor 12 Jahren
GPHIKClassifier.h	bc6844c3a3 more commentations, more flexibility for classifier interfaces	vor 12 Jahren
GPLikelihoodApprox.cpp	7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually	vor 12 Jahren
GPLikelihoodApprox.h	7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually	vor 12 Jahren
IKMLinearCombination.cpp	72d211d8f0 init	vor 12 Jahren
IKMLinearCombination.h	72d211d8f0 init	vor 12 Jahren
IKMNoise.cpp	72d211d8f0 init	vor 12 Jahren
IKMNoise.h	72d211d8f0 init	vor 12 Jahren
ImplicitKernelMatrix.cpp	72d211d8f0 init	vor 12 Jahren
ImplicitKernelMatrix.h	72d211d8f0 init	vor 12 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