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

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