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Alexander Freytag 8b60a55bbf Quantization moved to corresponding sub-folder 10 anos atrás
algebra acb47ec1be fixes to novelty semseg 11 anos atrás
configs 72d211d8f0 init 12 anos atrás
doxy 72d211d8f0 init 12 anos atrás
kernels 72d211d8f0 init 12 anos atrás
matlab 051eca217a generic quantization, stable commit, not yet cleaned up 10 anos atrás
parameterizedFunctions 9266de620b unstable, towards extraction of quantization parameters from training data, bug fixes 10 anos atrás
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 anos atrás
quantization 8b60a55bbf Quantization moved to corresponding sub-folder 10 anos atrás
tests 8b60a55bbf Quantization moved to corresponding sub-folder 10 anos atrás
tutorial 72d211d8f0 init 12 anos atrás
.gitignore abb7dfbd64 added .gitignore 11 anos atrás
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 11 anos atrás
FMKGPHyperparameterOptimization.cpp 0fb3176100 clean-up of debug statements 10 anos atrás
FMKGPHyperparameterOptimization.h 8b60a55bbf Quantization moved to corresponding sub-folder 10 anos atrás
FastMinKernel.cpp 0fb3176100 clean-up of debug statements 10 anos atrás
FastMinKernel.h 8b60a55bbf Quantization moved to corresponding sub-folder 10 anos atrás
FeatureMatrixT.h 051eca217a generic quantization, stable commit, not yet cleaned up 10 anos atrás
FeatureMatrixT.tcc 0fb3176100 clean-up of debug statements 10 anos atrás
GMHIKernel.cpp 9266de620b unstable, towards extraction of quantization parameters from training data, bug fixes 10 anos atrás
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 anos atrás
GPHIKClassifier.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 anos atrás
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 anos atrás
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 anos atrás
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 11 anos atrás
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 anos atrás
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 anos atrás
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 anos atrás
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 anos atrás
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 anos atrás
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 anos atrás
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 anos atrás
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 anos atrás
License 72d211d8f0 init 12 anos atrás
Makefile 72d211d8f0 init 12 anos atrás
Makefile.inc 72d211d8f0 init 12 anos atrás
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 anos atrás
README 72d211d8f0 init 12 anos atrás
SortedVectorSparse.h 0fb3176100 clean-up of debug statements 10 anos atrás
VectorSorter.cpp 72d211d8f0 init 12 anos atrás
VectorSorter.h 72d211d8f0 init 12 anos atrás
doxyfile_gp_hik.txt 72d211d8f0 init 12 anos atrás
libdepend.inc 72d211d8f0 init 12 anos atrás
tools.h 72d211d8f0 init 12 anos atrás

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