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Alexander Freytag a053227025 removed obsolete quantization.size() method há 10 anos atrás
algebra acb47ec1be fixes to novelty semseg há 11 anos atrás
configs 72d211d8f0 init há 12 anos atrás
doxy 72d211d8f0 init há 12 anos atrás
kernels 72d211d8f0 init há 12 anos atrás
matlab 50b61955bf stable support of new quantization techniques há 10 anos atrás
parameterizedFunctions 50b61955bf stable support of new quantization techniques há 10 anos atrás
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. há 10 anos atrás
quantization a053227025 removed obsolete quantization.size() method há 10 anos atrás
tests a053227025 removed obsolete quantization.size() method há 10 anos atrás
tutorial 72d211d8f0 init há 12 anos atrás
.gitignore abb7dfbd64 added .gitignore há 11 anos atrás
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files há 11 anos atrás
FMKGPHyperparameterOptimization.cpp a053227025 removed obsolete quantization.size() method há 10 anos atrás
FMKGPHyperparameterOptimization.h 50b61955bf stable support of new quantization techniques há 10 anos atrás
FastMinKernel.cpp a053227025 removed obsolete quantization.size() method há 10 anos atrás
FastMinKernel.h 664adaa063 correct fixme_branch to be consistent with latest Quant-changes in master branch há 10 anos atrás
FeatureMatrixT.h 50b61955bf stable support of new quantization techniques há 10 anos atrás
FeatureMatrixT.tcc 664adaa063 correct fixme_branch to be consistent with latest Quant-changes in master branch há 10 anos atrás
GMHIKernel.cpp 50b61955bf stable support of new quantization techniques há 10 anos atrás
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
GPHIKClassifier.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. há 10 anos atrás
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. há 10 anos atrás
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout há 11 anos atrás
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout há 11 anos atrás
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. há 10 anos atrás
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. há 10 anos atrás
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings há 11 anos atrás
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
ImplicitKernelMatrix.cpp 72d211d8f0 init há 12 anos atrás
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
License 72d211d8f0 init há 12 anos atrás
Makefile 72d211d8f0 init há 12 anos atrás
Makefile.inc 72d211d8f0 init há 12 anos atrás
OnlineLearnable.h d755cd9501 better doxygen docu for main classes há 11 anos atrás
README 72d211d8f0 init há 12 anos atrás
SortedVectorSparse.h 032424e268 bug fix for quantization and empty dimensions há 10 anos atrás
VectorSorter.cpp 72d211d8f0 init há 12 anos atrás
VectorSorter.h 72d211d8f0 init há 12 anos atrás
doxyfile_gp_hik.txt 72d211d8f0 init há 12 anos atrás
libdepend.inc 72d211d8f0 init há 12 anos atrás
tools.h 72d211d8f0 init há 12 anos atrás

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