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Alexander Freytag e37edae212 added small 1d plotting program to check visually 11 rokov pred
algebra 72d211d8f0 init 12 rokov pred
configs 72d211d8f0 init 12 rokov pred
doxy 72d211d8f0 init 12 rokov pred
kernels 72d211d8f0 init 12 rokov pred
matlab e37edae212 added small 1d plotting program to check visually 11 rokov pred
parameterizedFunctions 7fc06c0490 removed compiler warnings 11 rokov pred
progs 7fc06c0490 removed compiler warnings 11 rokov pred
tests b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing 11 rokov pred
tutorial 72d211d8f0 init 12 rokov pred
FMKGPHyperparameterOptimization.cpp dce3fe031a consistency changes for incremental update with differenct variance approximations 11 rokov pred
FMKGPHyperparameterOptimization.h d755cd9501 better doxygen docu for main classes 11 rokov pred
FastMinKernel.cpp 4158390858 removed merging issue with previous official release 11 rokov pred
FastMinKernel.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 rokov pred
FeatureMatrixT.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 rokov pred
FeatureMatrixT.tcc afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 rokov pred
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 rokov pred
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 rokov pred
GPHIKClassifier.cpp 9a2118674b security check in train method added 11 rokov pred
GPHIKClassifier.h d755cd9501 better doxygen docu for main classes 11 rokov pred
GPLikelihoodApprox.cpp b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing 11 rokov pred
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 rokov pred
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 rokov pred
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 rokov pred
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 rokov pred
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 rokov pred
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 rokov pred
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 rokov pred
License 72d211d8f0 init 12 rokov pred
Makefile 72d211d8f0 init 12 rokov pred
Makefile.inc 72d211d8f0 init 12 rokov pred
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 rokov pred
Quantization.cpp 72d211d8f0 init 12 rokov pred
Quantization.h 72d211d8f0 init 12 rokov pred
README 72d211d8f0 init 12 rokov pred
SortedVectorSparse.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented 11 rokov pred
VectorSorter.cpp 72d211d8f0 init 12 rokov pred
VectorSorter.h 72d211d8f0 init 12 rokov pred
doxyfile_gp_hik.txt 72d211d8f0 init 12 rokov pred
libdepend.inc 72d211d8f0 init 12 rokov pred
tools.h 72d211d8f0 init 12 rokov pred

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