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Alexander Freytag 9a2118674b security check in train method added há 11 anos atrás
algebra 72d211d8f0 init há 12 anos atrás
configs 72d211d8f0 init há 12 anos atrás
doxy 72d211d8f0 init há 12 anos atrás
kernels 72d211d8f0 init há 12 anos atrás
matlab 9a2118674b security check in train method added há 11 anos atrás
parameterizedFunctions 7fc06c0490 removed compiler warnings há 11 anos atrás
progs 7fc06c0490 removed compiler warnings há 11 anos atrás
tests b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing há 11 anos atrás
tutorial 72d211d8f0 init há 12 anos atrás
FMKGPHyperparameterOptimization.cpp dce3fe031a consistency changes for incremental update with differenct variance approximations há 11 anos atrás
FMKGPHyperparameterOptimization.h d755cd9501 better doxygen docu for main classes há 11 anos atrás
FastMinKernel.cpp 7fc06c0490 removed compiler warnings há 11 anos atrás
FastMinKernel.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples há 11 anos atrás
FeatureMatrixT.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples há 11 anos atrás
FeatureMatrixT.tcc afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples há 11 anos atrás
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
GPHIKClassifier.cpp 9a2118674b security check in train method added há 11 anos atrás
GPHIKClassifier.h d755cd9501 better doxygen docu for main classes há 11 anos atrás
GPLikelihoodApprox.cpp b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing há 11 anos atrás
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings há 11 anos atrás
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
ImplicitKernelMatrix.cpp 72d211d8f0 init há 12 anos atrás
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
License 72d211d8f0 init há 12 anos atrás
Makefile 72d211d8f0 init há 12 anos atrás
Makefile.inc 72d211d8f0 init há 12 anos atrás
OnlineLearnable.h d755cd9501 better doxygen docu for main classes há 11 anos atrás
Quantization.cpp 72d211d8f0 init há 12 anos atrás
Quantization.h 72d211d8f0 init há 12 anos atrás
README 72d211d8f0 init há 12 anos atrás
SortedVectorSparse.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented há 11 anos atrás
VectorSorter.cpp 72d211d8f0 init há 12 anos atrás
VectorSorter.h 72d211d8f0 init há 12 anos atrás
doxyfile_gp_hik.txt 72d211d8f0 init há 12 anos atrás
libdepend.inc 72d211d8f0 init há 12 anos atrás
todo bc7b16c166 added todos, current bugs, crashs scenarios há 12 anos atrás
tools.h 72d211d8f0 init há 12 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