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Erik Rodner 737ab05388 first draft 9 years ago
algebra acb47ec1be fixes to novelty semseg 11 years ago
configs 72d211d8f0 init 12 years ago
doxy 72d211d8f0 init 12 years ago
kernels 72d211d8f0 init 12 years ago
matlab 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
parameterizedFunctions 3d3d4fc5af more flexibility for access from matlab, added identity transform, minor clean-up 9 years ago
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
tests 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
tutorial 72d211d8f0 init 12 years ago
.gitignore abb7dfbd64 added .gitignore 11 years ago
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 11 years ago
FMKGPHyperparameterOptimization.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
FMKGPHyperparameterOptimization.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
FastMinKernel.cpp 5f3341e525 minor comments 9 years ago
FastMinKernel.h 5f3341e525 minor comments 9 years ago
FeatureMatrixT.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
FeatureMatrixT.tcc 9aab94b7b4 uint fix 9 years ago
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 years ago
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 years ago
GMHIKernelPartial.cpp 737ab05388 first draft 9 years ago
GMHIKernelPartial.h 737ab05388 first draft 9 years ago
GPHIKClassifier.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 years ago
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 11 years ago
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 years ago
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 years ago
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 years ago
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 years ago
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 years ago
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 years ago
License 72d211d8f0 init 12 years ago
Makefile 72d211d8f0 init 12 years ago
Makefile.inc 72d211d8f0 init 12 years ago
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 years ago
Quantization.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
Quantization.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
README 72d211d8f0 init 12 years ago
SortedVectorSparse.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 years ago
VectorSorter.cpp 72d211d8f0 init 12 years ago
VectorSorter.h 72d211d8f0 init 12 years ago
doxyfile_gp_hik.txt 72d211d8f0 init 12 years ago
libdepend.inc 72d211d8f0 init 12 years ago
tools.h 72d211d8f0 init 12 years ago

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