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Alexander Freytag 788b83e9a4 unstable commit towards flexible quantizations 10 жил өмнө
algebra acb47ec1be fixes to novelty semseg 12 жил өмнө
configs 72d211d8f0 init 13 жил өмнө
doxy 72d211d8f0 init 13 жил өмнө
kernels 72d211d8f0 init 13 жил өмнө
matlab 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
parameterizedFunctions 3d3d4fc5af more flexibility for access from matlab, added identity transform, minor clean-up 10 жил өмнө
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
quantization 788b83e9a4 unstable commit towards flexible quantizations 10 жил өмнө
tests 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
tutorial 72d211d8f0 init 13 жил өмнө
.gitignore abb7dfbd64 added .gitignore 12 жил өмнө
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 12 жил өмнө
FMKGPHyperparameterOptimization.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
FMKGPHyperparameterOptimization.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
FastMinKernel.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
FastMinKernel.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
FeatureMatrixT.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
FeatureMatrixT.tcc 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 жил өмнө
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 жил өмнө
GPHIKClassifier.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 12 жил өмнө
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 12 жил өмнө
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 12 жил өмнө
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 жил өмнө
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 жил өмнө
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 жил өмнө
ImplicitKernelMatrix.cpp 72d211d8f0 init 13 жил өмнө
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 жил өмнө
License 72d211d8f0 init 13 жил өмнө
Makefile 72d211d8f0 init 13 жил өмнө
Makefile.inc 72d211d8f0 init 13 жил өмнө
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 12 жил өмнө
Quantization.cpp 788b83e9a4 unstable commit towards flexible quantizations 10 жил өмнө
Quantization.h 788b83e9a4 unstable commit towards flexible quantizations 10 жил өмнө
README 72d211d8f0 init 13 жил өмнө
SortedVectorSparse.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 жил өмнө
VectorSorter.cpp 72d211d8f0 init 13 жил өмнө
VectorSorter.h 72d211d8f0 init 13 жил өмнө
doxyfile_gp_hik.txt 72d211d8f0 init 13 жил өмнө
libdepend.inc 72d211d8f0 init 13 жил өмнө
tools.h 72d211d8f0 init 13 жил өмнө

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