Geen omschrijving

Johannes Ruehle df6f76ce2b Merge branch 'raw_version' of dbv.inf-cv.uni-jena.de:nice/nice-gp-hik-core into googletest 10 jaren geleden
algebra acb47ec1be fixes to novelty semseg 11 jaren geleden
configs 72d211d8f0 init 12 jaren geleden
doxy 72d211d8f0 init 12 jaren geleden
kernels 72d211d8f0 init 12 jaren geleden
matlab ca798c59ac added matlab interfaces for GPHIKRawClassifier + minor fixes 10 jaren geleden
parameterizedFunctions 50b61955bf stable support of new quantization techniques 10 jaren geleden
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 jaren geleden
quantization 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug 10 jaren geleden
tests eeafe8785b merged 10 jaren geleden
tutorial 72d211d8f0 init 12 jaren geleden
.gitignore abb7dfbd64 added .gitignore 11 jaren geleden
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 11 jaren geleden
FMKGPHyperparameterOptimization.cpp df6f76ce2b Merge branch 'raw_version' of dbv.inf-cv.uni-jena.de:nice/nice-gp-hik-core into googletest 10 jaren geleden
FMKGPHyperparameterOptimization.h 50b61955bf stable support of new quantization techniques 10 jaren geleden
FastMinKernel.cpp 872001990e further cleanup 10 jaren geleden
FastMinKernel.h 4b4259ccbb removed obsolete files, comments by erik 10 jaren geleden
FeatureMatrixT.h 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug 10 jaren geleden
FeatureMatrixT.tcc 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug 10 jaren geleden
GMHIKernel.cpp 50b61955bf stable support of new quantization techniques 10 jaren geleden
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 jaren geleden
GMHIKernelRaw.cpp 2018fb5119 added pre-conditioning and initial alpha guess 10 jaren geleden
GMHIKernelRaw.h 2018fb5119 added pre-conditioning and initial alpha guess 10 jaren geleden
GPHIKClassifier.cpp df6f76ce2b Merge branch 'raw_version' of dbv.inf-cv.uni-jena.de:nice/nice-gp-hik-core into googletest 10 jaren geleden
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 jaren geleden
GPHIKRawClassifier.cpp 2018fb5119 added pre-conditioning and initial alpha guess 10 jaren geleden
GPHIKRawClassifier.h 2018fb5119 added pre-conditioning and initial alpha guess 10 jaren geleden
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 jaren geleden
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 11 jaren geleden
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 jaren geleden
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 jaren geleden
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 jaren geleden
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 jaren geleden
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 jaren geleden
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 jaren geleden
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 jaren geleden
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 jaren geleden
License 72d211d8f0 init 12 jaren geleden
Makefile 72d211d8f0 init 12 jaren geleden
Makefile.inc 72d211d8f0 init 12 jaren geleden
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 jaren geleden
README 72d211d8f0 init 12 jaren geleden
SortedVectorSparse.h 032424e268 bug fix for quantization and empty dimensions 10 jaren geleden
VectorSorter.cpp 72d211d8f0 init 12 jaren geleden
VectorSorter.h 72d211d8f0 init 12 jaren geleden
doxyfile_gp_hik.txt 72d211d8f0 init 12 jaren geleden
libdepend.inc 72d211d8f0 init 12 jaren geleden
tools.h 72d211d8f0 init 12 jaren geleden

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