Keine Beschreibung

Johannes Ruehle cd79ff3492 cmake: added support for recursive source code scan; excluding matlab/* from build vor 11 Jahren
algebra acb47ec1be fixes to novelty semseg vor 11 Jahren
configs 72d211d8f0 init vor 12 Jahren
doxy 72d211d8f0 init vor 12 Jahren
kernels 72d211d8f0 init vor 12 Jahren
matlab c36326ec41 minor correction for less default output vor 11 Jahren
parameterizedFunctions 7fc06c0490 removed compiler warnings vor 11 Jahren
progs 7fc06c0490 removed compiler warnings vor 11 Jahren
tests 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC vor 11 Jahren
tutorial 72d211d8f0 init vor 12 Jahren
.gitignore abb7dfbd64 added .gitignore vor 11 Jahren
CMakeLists.txt cd79ff3492 cmake: added support for recursive source code scan; excluding matlab/* from build vor 11 Jahren
FMKGPHyperparameterOptimization.cpp 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC vor 11 Jahren
FMKGPHyperparameterOptimization.h 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC vor 11 Jahren
FastMinKernel.cpp 04a46dcd66 towards new persistent layout without configs, not completed yet vor 11 Jahren
FastMinKernel.h 04a46dcd66 towards new persistent layout without configs, not completed yet vor 11 Jahren
FeatureMatrixT.h 04a46dcd66 towards new persistent layout without configs, not completed yet vor 11 Jahren
FeatureMatrixT.tcc 04a46dcd66 towards new persistent layout without configs, not completed yet vor 11 Jahren
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 11 Jahren
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 11 Jahren
GPHIKClassifier.cpp 37d92063a8 completed refactoring wrt new persistent layout vor 11 Jahren
GPHIKClassifier.h 37d92063a8 completed refactoring wrt new persistent layout vor 11 Jahren
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout vor 11 Jahren
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout vor 11 Jahren
GPLikelihoodApprox.cpp 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC vor 11 Jahren
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 11 Jahren
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings vor 11 Jahren
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 11 Jahren
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 11 Jahren
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 11 Jahren
ImplicitKernelMatrix.cpp 72d211d8f0 init vor 12 Jahren
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean vor 11 Jahren
License 72d211d8f0 init vor 12 Jahren
Makefile 72d211d8f0 init vor 12 Jahren
Makefile.inc 72d211d8f0 init vor 12 Jahren
OnlineLearnable.h d755cd9501 better doxygen docu for main classes vor 11 Jahren
Quantization.cpp 37d92063a8 completed refactoring wrt new persistent layout vor 11 Jahren
Quantization.h 37d92063a8 completed refactoring wrt new persistent layout vor 11 Jahren
README 72d211d8f0 init vor 12 Jahren
SortedVectorSparse.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented vor 11 Jahren
VectorSorter.cpp 72d211d8f0 init vor 12 Jahren
VectorSorter.h 72d211d8f0 init vor 12 Jahren
doxyfile_gp_hik.txt 72d211d8f0 init vor 12 Jahren
libdepend.inc 72d211d8f0 init vor 12 Jahren
list_exclude_from_build.cmake cd79ff3492 cmake: added support for recursive source code scan; excluding matlab/* from build vor 11 Jahren
tools.h 72d211d8f0 init vor 12 Jahren

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