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NICE_GP_HIK_Cor...
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Johannes Ruehle cf1516239d Merge branch 'matlabBranch' of dbv.inf-cv.uni-jena.de:nice/nice-gp-hik-core into incnoveltysemseg_mergebranch 11 gadi atpakaļ
algebra acb47ec1be fixes to novelty semseg 11 gadi atpakaļ
configs 72d211d8f0 init 12 gadi atpakaļ
doxy 72d211d8f0 init 12 gadi atpakaļ
kernels 72d211d8f0 init 12 gadi atpakaļ
matlab c32b32acdf restore options - bug fixes - more comfortable system is in progress 11 gadi atpakaļ
parameterizedFunctions 05c8c33690 Persistent methods for GPHIK with TestUnits implemented and tested 11 gadi atpakaļ
progs afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 gadi atpakaļ
tests b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing 11 gadi atpakaļ
tutorial 72d211d8f0 init 12 gadi atpakaļ
CMakeLists.txt 1c80728aa3 add CMake build system 12 gadi atpakaļ
FMKGPHyperparameterOptimization.cpp b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing 11 gadi atpakaļ
FMKGPHyperparameterOptimization.h b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing 11 gadi atpakaļ
FastMinKernel.cpp afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 gadi atpakaļ
FastMinKernel.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 gadi atpakaļ
FeatureMatrixT.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 gadi atpakaļ
FeatureMatrixT.tcc afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 gadi atpakaļ
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 gadi atpakaļ
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 gadi atpakaļ
GPHIKClassifier.cpp b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing 11 gadi atpakaļ
GPHIKClassifier.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 gadi atpakaļ
GPLikelihoodApprox.cpp b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing 11 gadi atpakaļ
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 gadi atpakaļ
IKMLinearCombination.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 gadi atpakaļ
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 gadi atpakaļ
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 gadi atpakaļ
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 gadi atpakaļ
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 gadi atpakaļ
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 gadi atpakaļ
License 72d211d8f0 init 12 gadi atpakaļ
Makefile 72d211d8f0 init 12 gadi atpakaļ
Makefile.inc 72d211d8f0 init 12 gadi atpakaļ
OnlineLearnable.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 gadi atpakaļ
Quantization.cpp 72d211d8f0 init 12 gadi atpakaļ
Quantization.h 72d211d8f0 init 12 gadi atpakaļ
README 72d211d8f0 init 12 gadi atpakaļ
SortedVectorSparse.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented 11 gadi atpakaļ
VectorSorter.cpp 72d211d8f0 init 12 gadi atpakaļ
VectorSorter.h 72d211d8f0 init 12 gadi atpakaļ
corefiles.cmake 0339a699b6 merge commit 11 gadi atpakaļ
doxyfile_gp_hik.txt 72d211d8f0 init 12 gadi atpakaļ
libdepend.inc 72d211d8f0 init 12 gadi atpakaļ
progfiles.cmake 0339a699b6 merge commit 11 gadi atpakaļ
testfiles.cmake 0339a699b6 merge commit 11 gadi atpakaļ
todo bc7b16c166 added todos, current bugs, crashs scenarios 12 gadi atpakaļ
tools.h 72d211d8f0 init 12 gadi atpakaļ

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