Sen descrición

Johannes Ruehle df6f76ce2b Merge branch 'raw_version' of dbv.inf-cv.uni-jena.de:nice/nice-gp-hik-core into googletest %!s(int64=10) %!d(string=hai) anos
algebra acb47ec1be fixes to novelty semseg %!s(int64=11) %!d(string=hai) anos
configs 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
doxy 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
kernels 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
matlab ca798c59ac added matlab interfaces for GPHIKRawClassifier + minor fixes %!s(int64=10) %!d(string=hai) anos
parameterizedFunctions 50b61955bf stable support of new quantization techniques %!s(int64=10) %!d(string=hai) anos
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. %!s(int64=10) %!d(string=hai) anos
quantization 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug %!s(int64=10) %!d(string=hai) anos
tests eeafe8785b merged %!s(int64=10) %!d(string=hai) anos
tutorial 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
.gitignore abb7dfbd64 added .gitignore %!s(int64=11) %!d(string=hai) anos
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files %!s(int64=11) %!d(string=hai) anos
FMKGPHyperparameterOptimization.cpp df6f76ce2b Merge branch 'raw_version' of dbv.inf-cv.uni-jena.de:nice/nice-gp-hik-core into googletest %!s(int64=10) %!d(string=hai) anos
FMKGPHyperparameterOptimization.h 50b61955bf stable support of new quantization techniques %!s(int64=10) %!d(string=hai) anos
FastMinKernel.cpp 872001990e further cleanup %!s(int64=10) %!d(string=hai) anos
FastMinKernel.h 4b4259ccbb removed obsolete files, comments by erik %!s(int64=10) %!d(string=hai) anos
FeatureMatrixT.h 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug %!s(int64=10) %!d(string=hai) anos
FeatureMatrixT.tcc 7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug %!s(int64=10) %!d(string=hai) anos
GMHIKernel.cpp 50b61955bf stable support of new quantization techniques %!s(int64=10) %!d(string=hai) anos
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean %!s(int64=11) %!d(string=hai) anos
GMHIKernelRaw.cpp 2018fb5119 added pre-conditioning and initial alpha guess %!s(int64=10) %!d(string=hai) anos
GMHIKernelRaw.h 2018fb5119 added pre-conditioning and initial alpha guess %!s(int64=10) %!d(string=hai) anos
GPHIKClassifier.cpp df6f76ce2b Merge branch 'raw_version' of dbv.inf-cv.uni-jena.de:nice/nice-gp-hik-core into googletest %!s(int64=10) %!d(string=hai) anos
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. %!s(int64=10) %!d(string=hai) anos
GPHIKRawClassifier.cpp 2018fb5119 added pre-conditioning and initial alpha guess %!s(int64=10) %!d(string=hai) anos
GPHIKRawClassifier.h 2018fb5119 added pre-conditioning and initial alpha guess %!s(int64=10) %!d(string=hai) anos
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout %!s(int64=11) %!d(string=hai) anos
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout %!s(int64=11) %!d(string=hai) anos
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. %!s(int64=10) %!d(string=hai) anos
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. %!s(int64=10) %!d(string=hai) anos
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings %!s(int64=11) %!d(string=hai) anos
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean %!s(int64=11) %!d(string=hai) anos
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean %!s(int64=11) %!d(string=hai) anos
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean %!s(int64=11) %!d(string=hai) anos
ImplicitKernelMatrix.cpp 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean %!s(int64=11) %!d(string=hai) anos
License 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
Makefile 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
Makefile.inc 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
OnlineLearnable.h d755cd9501 better doxygen docu for main classes %!s(int64=11) %!d(string=hai) anos
README 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
SortedVectorSparse.h 032424e268 bug fix for quantization and empty dimensions %!s(int64=10) %!d(string=hai) anos
VectorSorter.cpp 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
VectorSorter.h 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
doxyfile_gp_hik.txt 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
libdepend.inc 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos
tools.h 72d211d8f0 init %!s(int64=12) %!d(string=hai) anos

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