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Erik Rodner baa60ce643 minor comments 10 éve
algebra acb47ec1be fixes to novelty semseg 12 éve
configs 72d211d8f0 init 13 éve
doxy 72d211d8f0 init 13 éve
kernels 72d211d8f0 init 13 éve
matlab 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
parameterizedFunctions 3d3d4fc5af more flexibility for access from matlab, added identity transform, minor clean-up 10 éve
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
tests 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
tutorial 72d211d8f0 init 13 éve
.gitignore abb7dfbd64 added .gitignore 12 éve
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 11 éve
FMKGPHyperparameterOptimization.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
FMKGPHyperparameterOptimization.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
FastMinKernel.cpp baa60ce643 minor comments 10 éve
FastMinKernel.h eac24451b0 hik_prepare_kernel_multiplications removed 10 éve
FeatureMatrixT.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
FeatureMatrixT.tcc 9aab94b7b4 uint fix 10 éve
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 éve
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 éve
GPHIKClassifier.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 12 éve
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 12 éve
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 12 éve
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 éve
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 éve
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 éve
ImplicitKernelMatrix.cpp 72d211d8f0 init 13 éve
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 éve
License 72d211d8f0 init 13 éve
Makefile 72d211d8f0 init 13 éve
Makefile.inc 72d211d8f0 init 13 éve
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 12 éve
Quantization.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
Quantization.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
README 72d211d8f0 init 13 éve
SortedVectorSparse.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 éve
VectorSorter.cpp 72d211d8f0 init 13 éve
VectorSorter.h 72d211d8f0 init 13 éve
doxyfile_gp_hik.txt 72d211d8f0 init 13 éve
libdepend.inc 72d211d8f0 init 13 éve
tools.h 72d211d8f0 init 13 éve

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