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Alexander Freytag 50b61955bf stable support of new quantization techniques пре 10 година
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kernels 72d211d8f0 init пре 12 година
matlab 50b61955bf stable support of new quantization techniques пре 10 година
parameterizedFunctions 50b61955bf stable support of new quantization techniques пре 10 година
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. пре 10 година
quantization 50b61955bf stable support of new quantization techniques пре 10 година
tests 50b61955bf stable support of new quantization techniques пре 10 година
tutorial 72d211d8f0 init пре 12 година
.gitignore abb7dfbd64 added .gitignore пре 11 година
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files пре 11 година
FMKGPHyperparameterOptimization.cpp 50b61955bf stable support of new quantization techniques пре 10 година
FMKGPHyperparameterOptimization.h 50b61955bf stable support of new quantization techniques пре 10 година
FastMinKernel.cpp 50b61955bf stable support of new quantization techniques пре 10 година
FastMinKernel.h 50b61955bf stable support of new quantization techniques пре 10 година
FeatureMatrixT.h 50b61955bf stable support of new quantization techniques пре 10 година
FeatureMatrixT.tcc 50b61955bf stable support of new quantization techniques пре 10 година
GMHIKernel.cpp 50b61955bf stable support of new quantization techniques пре 10 година
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean пре 11 година
GPHIKClassifier.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. пре 10 година
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. пре 10 година
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout пре 11 година
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout пре 11 година
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. пре 10 година
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. пре 10 година
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings пре 11 година
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean пре 11 година
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean пре 11 година
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean пре 11 година
ImplicitKernelMatrix.cpp 72d211d8f0 init пре 12 година
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean пре 11 година
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Makefile 72d211d8f0 init пре 12 година
Makefile.inc 72d211d8f0 init пре 12 година
OnlineLearnable.h d755cd9501 better doxygen docu for main classes пре 11 година
README 72d211d8f0 init пре 12 година
SortedVectorSparse.h 50b61955bf stable support of new quantization techniques пре 10 година
VectorSorter.cpp 72d211d8f0 init пре 12 година
VectorSorter.h 72d211d8f0 init пре 12 година
doxyfile_gp_hik.txt 72d211d8f0 init пре 12 година
libdepend.inc 72d211d8f0 init пре 12 година
tools.h 72d211d8f0 init пре 12 година

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