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Johannes Ruehle df6f76ce2b Merge branch 'raw_version' of dbv.inf-cv.uni-jena.de:nice/nice-gp-hik-core into googletest 9 лет назад
algebra acb47ec1be fixes to novelty semseg 11 лет назад
configs 72d211d8f0 init 12 лет назад
doxy 72d211d8f0 init 12 лет назад
kernels 72d211d8f0 init 12 лет назад
matlab ca798c59ac added matlab interfaces for GPHIKRawClassifier + minor fixes 9 лет назад
parameterizedFunctions 50b61955bf stable support of new quantization techniques 9 лет назад
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 лет назад
quantization 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug 9 лет назад
tests eeafe8785b merged 9 лет назад
tutorial 72d211d8f0 init 12 лет назад
.gitignore abb7dfbd64 added .gitignore 11 лет назад
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 11 лет назад
FMKGPHyperparameterOptimization.cpp df6f76ce2b Merge branch 'raw_version' of dbv.inf-cv.uni-jena.de:nice/nice-gp-hik-core into googletest 9 лет назад
FMKGPHyperparameterOptimization.h 50b61955bf stable support of new quantization techniques 9 лет назад
FastMinKernel.cpp 872001990e further cleanup 9 лет назад
FastMinKernel.h 4b4259ccbb removed obsolete files, comments by erik 9 лет назад
FeatureMatrixT.h 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug 9 лет назад
FeatureMatrixT.tcc 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug 9 лет назад
GMHIKernel.cpp 50b61955bf stable support of new quantization techniques 9 лет назад
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 лет назад
GMHIKernelRaw.cpp 2018fb5119 added pre-conditioning and initial alpha guess 9 лет назад
GMHIKernelRaw.h 2018fb5119 added pre-conditioning and initial alpha guess 9 лет назад
GPHIKClassifier.cpp df6f76ce2b Merge branch 'raw_version' of dbv.inf-cv.uni-jena.de:nice/nice-gp-hik-core into googletest 9 лет назад
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 лет назад
GPHIKRawClassifier.cpp 2018fb5119 added pre-conditioning and initial alpha guess 9 лет назад
GPHIKRawClassifier.h 2018fb5119 added pre-conditioning and initial alpha guess 9 лет назад
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 лет назад
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 11 лет назад
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 лет назад
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 лет назад
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 лет назад
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 лет назад
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 лет назад
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 лет назад
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 лет назад
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 лет назад
License 72d211d8f0 init 12 лет назад
Makefile 72d211d8f0 init 12 лет назад
Makefile.inc 72d211d8f0 init 12 лет назад
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 лет назад
README 72d211d8f0 init 12 лет назад
SortedVectorSparse.h 032424e268 bug fix for quantization and empty dimensions 9 лет назад
VectorSorter.cpp 72d211d8f0 init 12 лет назад
VectorSorter.h 72d211d8f0 init 12 лет назад
doxyfile_gp_hik.txt 72d211d8f0 init 12 лет назад
libdepend.inc 72d211d8f0 init 12 лет назад
tools.h 72d211d8f0 init 12 лет назад

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