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Alexander Freytag d9c0a6fbed updated interfaces for gphik classifier há 9 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 d9c0a6fbed updated interfaces for gphik classifier há 9 anos atrás
parameterizedFunctions 50b61955bf stable support of new quantization techniques há 9 anos atrás
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. há 9 anos atrás
quantization b5e60b8f62 stable quantization for Raw version há 9 anos atrás
tests 5ab4f6647b test case bugfix and no sparsity tolerance há 9 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 d9c0a6fbed updated interfaces for gphik classifier há 9 anos atrás
FMKGPHyperparameterOptimization.h d9c0a6fbed updated interfaces for gphik classifier há 9 anos atrás
FastMinKernel.cpp 90337e9f64 merged latest version of raw classifier, corrected minor issues há 9 anos atrás
FastMinKernel.h 4b4259ccbb removed obsolete files, comments by erik há 9 anos atrás
FeatureMatrixT.h 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug há 9 anos atrás
FeatureMatrixT.tcc 5d91a69c0a support for EV settings, bug fix for capu computation, clean-up há 9 anos atrás
GMHIKernel.cpp 50b61955bf stable support of new quantization techniques há 9 anos atrás
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean há 11 anos atrás
GMHIKernelRaw.cpp 6b50a4117d corrected index bug in Raw version, adapted old code to new layout há 9 anos atrás
GMHIKernelRaw.h b5e60b8f62 stable quantization for Raw version há 9 anos atrás
GPHIKClassifier.cpp d9c0a6fbed updated interfaces for gphik classifier há 9 anos atrás
GPHIKClassifier.h d9c0a6fbed updated interfaces for gphik classifier há 9 anos atrás
GPHIKRawClassifier.cpp 0bfcd565d8 removed annoying bug for test-set testing, still with debug outputs há 9 anos atrás
GPHIKRawClassifier.h 90337e9f64 merged latest version of raw classifier, corrected minor issues há 9 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 27f0611efc major bugfix há 9 anos atrás
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. há 9 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 9f26f5dc49 Merge branch 'raw_version' há 9 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