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Erik Rodner f8ef96581b data cleanup 10 vuotta sitten
algebra acb47ec1be fixes to novelty semseg 11 vuotta sitten
configs 72d211d8f0 init 12 vuotta sitten
doxy 72d211d8f0 init 12 vuotta sitten
kernels 72d211d8f0 init 12 vuotta sitten
matlab 50b61955bf stable support of new quantization techniques 10 vuotta sitten
parameterizedFunctions 50b61955bf stable support of new quantization techniques 10 vuotta sitten
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 vuotta sitten
quantization 4b4259ccbb removed obsolete files, comments by erik 10 vuotta sitten
tests f8ef96581b data cleanup 10 vuotta sitten
tutorial 72d211d8f0 init 12 vuotta sitten
.gitignore abb7dfbd64 added .gitignore 11 vuotta sitten
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 11 vuotta sitten
FMKGPHyperparameterOptimization.cpp 4b4259ccbb removed obsolete files, comments by erik 10 vuotta sitten
FMKGPHyperparameterOptimization.h 50b61955bf stable support of new quantization techniques 10 vuotta sitten
FastMinKernel.cpp 4b4259ccbb removed obsolete files, comments by erik 10 vuotta sitten
FastMinKernel.h 4b4259ccbb removed obsolete files, comments by erik 10 vuotta sitten
FeatureMatrixT.h 50b61955bf stable support of new quantization techniques 10 vuotta sitten
FeatureMatrixT.tcc 4b4259ccbb removed obsolete files, comments by erik 10 vuotta sitten
GMHIKernel.cpp 50b61955bf stable support of new quantization techniques 10 vuotta sitten
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
GMHIKernelRaw.cpp f8ef96581b data cleanup 10 vuotta sitten
GMHIKernelRaw.h f8ef96581b data cleanup 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
GPHIKRawClassifier.cpp cf37cf10ba iterative solver with options in the raw version 10 vuotta sitten
GPHIKRawClassifier.h cf37cf10ba iterative solver with options in the raw version 10 vuotta sitten
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 vuotta sitten
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 11 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 11 vuotta sitten
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 vuotta sitten
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
License 72d211d8f0 init 12 vuotta sitten
Makefile 72d211d8f0 init 12 vuotta sitten
Makefile.inc 72d211d8f0 init 12 vuotta sitten
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README 72d211d8f0 init 12 vuotta sitten
SortedVectorSparse.h 032424e268 bug fix for quantization and empty dimensions 10 vuotta sitten
VectorSorter.cpp 72d211d8f0 init 12 vuotta sitten
VectorSorter.h 72d211d8f0 init 12 vuotta sitten
doxyfile_gp_hik.txt 72d211d8f0 init 12 vuotta sitten
libdepend.inc 72d211d8f0 init 12 vuotta sitten
tools.h 72d211d8f0 init 12 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