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Johannes Ruehle 0339a699b6 merge commit 11 lat temu
algebra acb47ec1be fixes to novelty semseg 11 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 05c8c33690 Persistent methods for GPHIK with TestUnits implemented and tested 11 lat temu
progs afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 lat temu
tests afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 lat temu
tutorial 72d211d8f0 init 12 lat temu
CMakeLists.txt 1c80728aa3 add CMake build system 11 lat temu
FMKGPHyperparameterOptimization.cpp afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 lat temu
FMKGPHyperparameterOptimization.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 lat temu
FastMinKernel.cpp afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 lat temu
FastMinKernel.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 lat temu
FeatureMatrixT.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 lat temu
FeatureMatrixT.tcc afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 lat temu
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 lat temu
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 lat temu
GPHIKClassifier.cpp afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 lat temu
GPHIKClassifier.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 lat temu
GPLikelihoodApprox.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 lat temu
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 lat temu
IKMLinearCombination.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 lat temu
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 lat temu
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 lat temu
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 lat temu
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 lat temu
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 lat temu
License 72d211d8f0 init 12 lat temu
Makefile 72d211d8f0 init 12 lat temu
Makefile.inc 72d211d8f0 init 12 lat temu
OnlineLearnable.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 lat temu
Quantization.cpp 72d211d8f0 init 12 lat temu
Quantization.h 72d211d8f0 init 12 lat temu
README 72d211d8f0 init 12 lat temu
SortedVectorSparse.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented 11 lat temu
VectorSorter.cpp 72d211d8f0 init 12 lat temu
VectorSorter.h 72d211d8f0 init 12 lat temu
corefiles.cmake 0339a699b6 merge commit 11 lat temu
doxyfile_gp_hik.txt 72d211d8f0 init 12 lat temu
libdepend.inc 72d211d8f0 init 12 lat temu
progfiles.cmake 0339a699b6 merge commit 11 lat temu
testfiles.cmake 0339a699b6 merge commit 11 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