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

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