Brak opisu

Alexander Freytag c32b32acdf restore options - bug fixes - more comfortable system is in progress 11 lat temu
algebra 72d211d8f0 init 12 lat temu
configs 72d211d8f0 init 12 lat temu
doxy 72d211d8f0 init 12 lat temu
kernels 72d211d8f0 init 12 lat temu
matlab c32b32acdf restore options - bug fixes - more comfortable system is in progress 11 lat temu
parameterizedFunctions f44f974f13 solved bug: added class labels for binary setup 12 lat temu
progs c32b32acdf restore options - bug fixes - more comfortable system is in progress 11 lat temu
tests 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
tutorial 72d211d8f0 init 12 lat temu
FMKGPHyperparameterOptimization.cpp c32b32acdf restore options - bug fixes - more comfortable system is in progress 11 lat temu
FMKGPHyperparameterOptimization.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
FastMinKernel.cpp c32b32acdf restore options - bug fixes - more comfortable system is in progress 11 lat temu
FastMinKernel.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
FeatureMatrixT.h bc6844c3a3 more commentations, more flexibility for classifier interfaces 11 lat temu
FeatureMatrixT.tcc bc6844c3a3 more commentations, more flexibility for classifier interfaces 11 lat temu
GMHIKernel.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
GMHIKernel.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
GPHIKClassifier.cpp c32b32acdf restore options - bug fixes - more comfortable system is in progress 11 lat temu
GPHIKClassifier.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
GPLikelihoodApprox.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
GPLikelihoodApprox.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
IKMLinearCombination.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
IKMLinearCombination.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
IKMNoise.cpp 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
IKMNoise.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 lat temu
ImplicitKernelMatrix.h 7bf8bf2ab1 added Matlab interface, removed IL options for plain GPHIK 11 lat temu
License 72d211d8f0 init 12 lat temu
Makefile 72d211d8f0 init 12 lat temu
Makefile.inc 72d211d8f0 init 12 lat temu
Quantization.cpp 72d211d8f0 init 12 lat temu
Quantization.h 72d211d8f0 init 12 lat temu
README 72d211d8f0 init 12 lat temu
SortedVectorSparse.h 72d211d8f0 init 12 lat temu
VectorSorter.cpp 72d211d8f0 init 12 lat temu
VectorSorter.h 72d211d8f0 init 12 lat temu
doxyfile_gp_hik.txt 72d211d8f0 init 12 lat temu
libdepend.inc 72d211d8f0 init 12 lat temu
todo bc7b16c166 added todos, current bugs, crashs scenarios 12 lat temu
tools.h 72d211d8f0 init 12 lat temu

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