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Alexander Freytag d9c0a6fbed updated interfaces for gphik classifier il y a 9 ans
algebra acb47ec1be fixes to novelty semseg il y a 11 ans
configs 72d211d8f0 init il y a 12 ans
doxy 72d211d8f0 init il y a 12 ans
kernels 72d211d8f0 init il y a 12 ans
matlab d9c0a6fbed updated interfaces for gphik classifier il y a 9 ans
parameterizedFunctions 50b61955bf stable support of new quantization techniques il y a 9 ans
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. il y a 9 ans
quantization b5e60b8f62 stable quantization for Raw version il y a 9 ans
tests 5ab4f6647b test case bugfix and no sparsity tolerance il y a 9 ans
tutorial 72d211d8f0 init il y a 12 ans
.gitignore abb7dfbd64 added .gitignore il y a 11 ans
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files il y a 11 ans
FMKGPHyperparameterOptimization.cpp d9c0a6fbed updated interfaces for gphik classifier il y a 9 ans
FMKGPHyperparameterOptimization.h d9c0a6fbed updated interfaces for gphik classifier il y a 9 ans
FastMinKernel.cpp 90337e9f64 merged latest version of raw classifier, corrected minor issues il y a 9 ans
FastMinKernel.h 4b4259ccbb removed obsolete files, comments by erik il y a 9 ans
FeatureMatrixT.h 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug il y a 9 ans
FeatureMatrixT.tcc 5d91a69c0a support for EV settings, bug fix for capu computation, clean-up il y a 9 ans
GMHIKernel.cpp 50b61955bf stable support of new quantization techniques il y a 9 ans
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
GMHIKernelRaw.cpp 6b50a4117d corrected index bug in Raw version, adapted old code to new layout il y a 9 ans
GMHIKernelRaw.h b5e60b8f62 stable quantization for Raw version il y a 9 ans
GPHIKClassifier.cpp d9c0a6fbed updated interfaces for gphik classifier il y a 9 ans
GPHIKClassifier.h d9c0a6fbed updated interfaces for gphik classifier il y a 9 ans
GPHIKRawClassifier.cpp 0bfcd565d8 removed annoying bug for test-set testing, still with debug outputs il y a 9 ans
GPHIKRawClassifier.h 90337e9f64 merged latest version of raw classifier, corrected minor issues il y a 9 ans
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout il y a 11 ans
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout il y a 11 ans
GPLikelihoodApprox.cpp 27f0611efc major bugfix il y a 9 ans
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. il y a 9 ans
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings il y a 11 ans
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
ImplicitKernelMatrix.cpp 72d211d8f0 init il y a 12 ans
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
License 72d211d8f0 init il y a 12 ans
Makefile 72d211d8f0 init il y a 12 ans
Makefile.inc 72d211d8f0 init il y a 12 ans
OnlineLearnable.h d755cd9501 better doxygen docu for main classes il y a 11 ans
README 72d211d8f0 init il y a 12 ans
SortedVectorSparse.h 9f26f5dc49 Merge branch 'raw_version' il y a 9 ans
VectorSorter.cpp 72d211d8f0 init il y a 12 ans
VectorSorter.h 72d211d8f0 init il y a 12 ans
doxyfile_gp_hik.txt 72d211d8f0 init il y a 12 ans
libdepend.inc 72d211d8f0 init il y a 12 ans
tools.h 72d211d8f0 init il y a 12 ans

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