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Alexander Freytag e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
algebra 72d211d8f0 init há 13 anos atrás
configs 72d211d8f0 init há 13 anos atrás
doxy 72d211d8f0 init há 13 anos atrás
kernels 72d211d8f0 init há 13 anos atrás
matlab c32b32acdf restore options - bug fixes - more comfortable system is in progress há 12 anos atrás
parameterizedFunctions 05c8c33690 Persistent methods for GPHIK with TestUnits implemented and tested há 12 anos atrás
progs e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
tests e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
tutorial 72d211d8f0 init há 13 anos atrás
FMKGPHyperparameterOptimization.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
FMKGPHyperparameterOptimization.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
FastMinKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
FastMinKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
FeatureMatrixT.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented há 12 anos atrás
FeatureMatrixT.tcc b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented há 12 anos atrás
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
GPHIKClassifier.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
GPHIKClassifier.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
GPLikelihoodApprox.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
IKMLinearCombination.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
ImplicitKernelMatrix.cpp 72d211d8f0 init há 13 anos atrás
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
License 72d211d8f0 init há 13 anos atrás
Makefile 72d211d8f0 init há 13 anos atrás
Makefile.inc 72d211d8f0 init há 13 anos atrás
OnlineLearnable.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 12 anos atrás
Quantization.cpp 72d211d8f0 init há 13 anos atrás
Quantization.h 72d211d8f0 init há 13 anos atrás
README 72d211d8f0 init há 13 anos atrás
SortedVectorSparse.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented há 12 anos atrás
VectorSorter.cpp 72d211d8f0 init há 13 anos atrás
VectorSorter.h 72d211d8f0 init há 13 anos atrás
doxyfile_gp_hik.txt 72d211d8f0 init há 13 anos atrás
libdepend.inc 72d211d8f0 init há 13 anos atrás
todo bc7b16c166 added todos, current bugs, crashs scenarios há 12 anos atrás
tools.h 72d211d8f0 init há 13 anos atrás

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