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Branch: fixme_branch
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Alexander Freytag b2c714be65 TestFastHIK clean-up of dynamic objects 10 rokov pred
algebra acb47ec1be fixes to novelty semseg 11 rokov pred
configs 72d211d8f0 init 12 rokov pred
doxy 72d211d8f0 init 12 rokov pred
kernels 72d211d8f0 init 12 rokov pred
matlab 50b61955bf stable support of new quantization techniques 10 rokov pred
parameterizedFunctions 50b61955bf stable support of new quantization techniques 10 rokov pred
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 rokov pred
quantization a053227025 removed obsolete quantization.size() method 10 rokov pred
tests b2c714be65 TestFastHIK clean-up of dynamic objects 10 rokov pred
tutorial 72d211d8f0 init 12 rokov pred
.gitignore abb7dfbd64 added .gitignore 11 rokov pred
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 11 rokov pred
FMKGPHyperparameterOptimization.cpp a053227025 removed obsolete quantization.size() method 10 rokov pred
FMKGPHyperparameterOptimization.h 50b61955bf stable support of new quantization techniques 10 rokov pred
FastMinKernel.cpp b2c714be65 TestFastHIK clean-up of dynamic objects 10 rokov pred
FastMinKernel.h 664adaa063 correct fixme_branch to be consistent with latest Quant-changes in master branch 10 rokov pred
FeatureMatrixT.h 50b61955bf stable support of new quantization techniques 10 rokov pred
FeatureMatrixT.tcc 664adaa063 correct fixme_branch to be consistent with latest Quant-changes in master branch 10 rokov pred
GMHIKernel.cpp 50b61955bf stable support of new quantization techniques 10 rokov pred
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 rokov pred
GPHIKClassifier.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 rokov pred
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 rokov pred
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 rokov pred
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 11 rokov pred
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 rokov pred
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 rokov pred
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 rokov pred
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 rokov pred
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 rokov pred
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 rokov pred
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 rokov pred
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 rokov pred
License 72d211d8f0 init 12 rokov pred
Makefile 72d211d8f0 init 12 rokov pred
Makefile.inc 72d211d8f0 init 12 rokov pred
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 rokov pred
README 72d211d8f0 init 12 rokov pred
SortedVectorSparse.h 032424e268 bug fix for quantization and empty dimensions 10 rokov pred
VectorSorter.cpp 72d211d8f0 init 12 rokov pred
VectorSorter.h 72d211d8f0 init 12 rokov pred
doxyfile_gp_hik.txt 72d211d8f0 init 12 rokov pred
libdepend.inc 72d211d8f0 init 12 rokov pred
tools.h 72d211d8f0 init 12 rokov pred

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