Sin descripción

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

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