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Cabang: gm_partial_copy_feature_matrix
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NICE_GP_HIK_Cor...
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Erik Rodner 737ab05388 first draft 10 tahun lalu
algebra acb47ec1be fixes to novelty semseg 11 tahun lalu
configs 72d211d8f0 init 12 tahun lalu
doxy 72d211d8f0 init 12 tahun lalu
kernels 72d211d8f0 init 12 tahun lalu
matlab 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
parameterizedFunctions 3d3d4fc5af more flexibility for access from matlab, added identity transform, minor clean-up 10 tahun lalu
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
tests 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
tutorial 72d211d8f0 init 12 tahun lalu
.gitignore abb7dfbd64 added .gitignore 11 tahun lalu
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 11 tahun lalu
FMKGPHyperparameterOptimization.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
FMKGPHyperparameterOptimization.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
FastMinKernel.cpp 5f3341e525 minor comments 10 tahun lalu
FastMinKernel.h 5f3341e525 minor comments 10 tahun lalu
FeatureMatrixT.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
FeatureMatrixT.tcc 9aab94b7b4 uint fix 10 tahun lalu
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
GMHIKernelPartial.cpp 737ab05388 first draft 10 tahun lalu
GMHIKernelPartial.h 737ab05388 first draft 10 tahun lalu
GPHIKClassifier.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 tahun lalu
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 11 tahun lalu
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 tahun lalu
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 tahun lalu
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
License 72d211d8f0 init 12 tahun lalu
Makefile 72d211d8f0 init 12 tahun lalu
Makefile.inc 72d211d8f0 init 12 tahun lalu
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 tahun lalu
Quantization.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
Quantization.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
README 72d211d8f0 init 12 tahun lalu
SortedVectorSparse.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
VectorSorter.cpp 72d211d8f0 init 12 tahun lalu
VectorSorter.h 72d211d8f0 init 12 tahun lalu
doxyfile_gp_hik.txt 72d211d8f0 init 12 tahun lalu
libdepend.inc 72d211d8f0 init 12 tahun lalu
tools.h 72d211d8f0 init 12 tahun lalu

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