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Alexander Freytag 8b60a55bbf Quantization moved to corresponding sub-folder 9 年之前
algebra acb47ec1be fixes to novelty semseg 11 年之前
configs 72d211d8f0 init 12 年之前
doxy 72d211d8f0 init 12 年之前
kernels 72d211d8f0 init 12 年之前
matlab 051eca217a generic quantization, stable commit, not yet cleaned up 9 年之前
parameterizedFunctions 9266de620b unstable, towards extraction of quantization parameters from training data, bug fixes 9 年之前
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 年之前
quantization 8b60a55bbf Quantization moved to corresponding sub-folder 9 年之前
tests 8b60a55bbf Quantization moved to corresponding sub-folder 9 年之前
tutorial 72d211d8f0 init 12 年之前
.gitignore abb7dfbd64 added .gitignore 11 年之前
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 11 年之前
FMKGPHyperparameterOptimization.cpp 0fb3176100 clean-up of debug statements 9 年之前
FMKGPHyperparameterOptimization.h 8b60a55bbf Quantization moved to corresponding sub-folder 9 年之前
FastMinKernel.cpp 0fb3176100 clean-up of debug statements 9 年之前
FastMinKernel.h 8b60a55bbf Quantization moved to corresponding sub-folder 9 年之前
FeatureMatrixT.h 051eca217a generic quantization, stable commit, not yet cleaned up 9 年之前
FeatureMatrixT.tcc 0fb3176100 clean-up of debug statements 9 年之前
GMHIKernel.cpp 9266de620b unstable, towards extraction of quantization parameters from training data, bug fixes 9 年之前
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 年之前
GPHIKClassifier.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 年之前
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 年之前
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 年之前
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 11 年之前
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 年之前
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 9 年之前
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 年之前
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 年之前
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 年之前
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 年之前
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 年之前
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 年之前
License 72d211d8f0 init 12 年之前
Makefile 72d211d8f0 init 12 年之前
Makefile.inc 72d211d8f0 init 12 年之前
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 年之前
README 72d211d8f0 init 12 年之前
SortedVectorSparse.h 0fb3176100 clean-up of debug statements 9 年之前
VectorSorter.cpp 72d211d8f0 init 12 年之前
VectorSorter.h 72d211d8f0 init 12 年之前
doxyfile_gp_hik.txt 72d211d8f0 init 12 年之前
libdepend.inc 72d211d8f0 init 12 年之前
tools.h 72d211d8f0 init 12 年之前

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