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Alexander Freytag 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC 11 tahun lalu
algebra 72d211d8f0 init 12 tahun lalu
configs 72d211d8f0 init 12 tahun lalu
doxy 72d211d8f0 init 12 tahun lalu
kernels 72d211d8f0 init 12 tahun lalu
matlab c36326ec41 minor correction for less default output 11 tahun lalu
parameterizedFunctions 7fc06c0490 removed compiler warnings 11 tahun lalu
progs 7fc06c0490 removed compiler warnings 11 tahun lalu
tests 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC 11 tahun lalu
tutorial 72d211d8f0 init 12 tahun lalu
FMKGPHyperparameterOptimization.cpp 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC 11 tahun lalu
FMKGPHyperparameterOptimization.h 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC 11 tahun lalu
FastMinKernel.cpp 04a46dcd66 towards new persistent layout without configs, not completed yet 11 tahun lalu
FastMinKernel.h 04a46dcd66 towards new persistent layout without configs, not completed yet 11 tahun lalu
FeatureMatrixT.h 04a46dcd66 towards new persistent layout without configs, not completed yet 11 tahun lalu
FeatureMatrixT.tcc 04a46dcd66 towards new persistent layout without configs, not completed yet 11 tahun lalu
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
GPHIKClassifier.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 tahun lalu
GPHIKClassifier.h 37d92063a8 completed refactoring wrt new persistent layout 11 tahun lalu
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 tahun lalu
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 11 tahun lalu
GPLikelihoodApprox.cpp 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC 11 tahun lalu
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 tahun lalu
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 tahun lalu
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
License 72d211d8f0 init 12 tahun lalu
Makefile 72d211d8f0 init 12 tahun lalu
Makefile.inc 72d211d8f0 init 12 tahun lalu
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 tahun lalu
Quantization.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 tahun lalu
Quantization.h 37d92063a8 completed refactoring wrt new persistent layout 11 tahun lalu
README 72d211d8f0 init 12 tahun lalu
SortedVectorSparse.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented 11 tahun lalu
VectorSorter.cpp 72d211d8f0 init 12 tahun lalu
VectorSorter.h 72d211d8f0 init 12 tahun lalu
doxyfile_gp_hik.txt 72d211d8f0 init 12 tahun lalu
libdepend.inc 72d211d8f0 init 12 tahun lalu
tools.h 72d211d8f0 init 12 tahun lalu

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