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Alexander Freytag 0a8c064b19 clean-up, test-unit adaptation, bug-fixing for stored index 10 vuotta sitten
algebra acb47ec1be fixes to novelty semseg 11 vuotta sitten
configs 72d211d8f0 init 12 vuotta sitten
doxy 72d211d8f0 init 12 vuotta sitten
kernels 72d211d8f0 init 12 vuotta sitten
matlab 0a8c064b19 clean-up, test-unit adaptation, bug-fixing for stored index 10 vuotta sitten
parameterizedFunctions 3d3d4fc5af more flexibility for access from matlab, added identity transform, minor clean-up 10 vuotta sitten
progs a5730ca7e9 Clang fix 11 vuotta sitten
tests 0a8c064b19 clean-up, test-unit adaptation, bug-fixing for stored index 10 vuotta sitten
tutorial 72d211d8f0 init 12 vuotta sitten
.gitignore abb7dfbd64 added .gitignore 11 vuotta sitten
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 11 vuotta sitten
FMKGPHyperparameterOptimization.cpp 0a8c064b19 clean-up, test-unit adaptation, bug-fixing for stored index 10 vuotta sitten
FMKGPHyperparameterOptimization.h e2f171e157 clean-up and consistency in FMKGPHyp 10 vuotta sitten
FastMinKernel.cpp 0a8c064b19 clean-up, test-unit adaptation, bug-fixing for stored index 10 vuotta sitten
FastMinKernel.h e2f171e157 clean-up and consistency in FMKGPHyp 10 vuotta sitten
FeatureMatrixT.h e6650e029e still unstable, towards uint-support 10 vuotta sitten
FeatureMatrixT.tcc 0a8c064b19 clean-up, test-unit adaptation, bug-fixing for stored index 10 vuotta sitten
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
GPHIKClassifier.cpp 0a8c064b19 clean-up, test-unit adaptation, bug-fixing for stored index 10 vuotta sitten
GPHIKClassifier.h 37d92063a8 completed refactoring wrt new persistent layout 11 vuotta sitten
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 vuotta sitten
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 11 vuotta sitten
GPLikelihoodApprox.cpp 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC 11 vuotta sitten
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 vuotta sitten
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 vuotta sitten
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
License 72d211d8f0 init 12 vuotta sitten
Makefile 72d211d8f0 init 12 vuotta sitten
Makefile.inc 72d211d8f0 init 12 vuotta sitten
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 vuotta sitten
Quantization.cpp cbb2ffa96e more consistency towards support of uint 10 vuotta sitten
Quantization.h cbb2ffa96e more consistency towards support of uint 10 vuotta sitten
README 72d211d8f0 init 12 vuotta sitten
SortedVectorSparse.h 0a8c064b19 clean-up, test-unit adaptation, bug-fixing for stored index 10 vuotta sitten
VectorSorter.cpp 72d211d8f0 init 12 vuotta sitten
VectorSorter.h 72d211d8f0 init 12 vuotta sitten
doxyfile_gp_hik.txt 72d211d8f0 init 12 vuotta sitten
libdepend.inc 72d211d8f0 init 12 vuotta sitten
tools.h 72d211d8f0 init 12 vuotta sitten

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