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Erik Rodner 737ab05388 first draft 10 vuotta sitten
algebra acb47ec1be fixes to novelty semseg 12 vuotta sitten
configs 72d211d8f0 init 13 vuotta sitten
doxy 72d211d8f0 init 13 vuotta sitten
kernels 72d211d8f0 init 13 vuotta sitten
matlab 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
parameterizedFunctions 3d3d4fc5af more flexibility for access from matlab, added identity transform, minor clean-up 10 vuotta sitten
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
tests 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
tutorial 72d211d8f0 init 13 vuotta sitten
.gitignore abb7dfbd64 added .gitignore 12 vuotta sitten
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 12 vuotta sitten
FMKGPHyperparameterOptimization.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
FMKGPHyperparameterOptimization.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
FastMinKernel.cpp 5f3341e525 minor comments 10 vuotta sitten
FastMinKernel.h 5f3341e525 minor comments 10 vuotta sitten
FeatureMatrixT.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
FeatureMatrixT.tcc 9aab94b7b4 uint fix 10 vuotta sitten
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 vuotta sitten
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 vuotta sitten
GMHIKernelPartial.cpp 737ab05388 first draft 10 vuotta sitten
GMHIKernelPartial.h 737ab05388 first draft 10 vuotta sitten
GPHIKClassifier.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 12 vuotta sitten
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 12 vuotta sitten
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 12 vuotta sitten
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 vuotta sitten
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 vuotta sitten
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 vuotta sitten
ImplicitKernelMatrix.cpp 72d211d8f0 init 13 vuotta sitten
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 vuotta sitten
License 72d211d8f0 init 13 vuotta sitten
Makefile 72d211d8f0 init 13 vuotta sitten
Makefile.inc 72d211d8f0 init 13 vuotta sitten
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 12 vuotta sitten
Quantization.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
Quantization.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
README 72d211d8f0 init 13 vuotta sitten
SortedVectorSparse.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
VectorSorter.cpp 72d211d8f0 init 13 vuotta sitten
VectorSorter.h 72d211d8f0 init 13 vuotta sitten
doxyfile_gp_hik.txt 72d211d8f0 init 13 vuotta sitten
libdepend.inc 72d211d8f0 init 13 vuotta sitten
tools.h 72d211d8f0 init 13 vuotta sitten

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