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