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

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