Aucune description

Alexander Freytag ba57a383d5 minor naming conventions, fix of interfaces in test-programs il y a 10 ans
algebra acb47ec1be fixes to novelty semseg il y a 11 ans
configs 72d211d8f0 init il y a 12 ans
doxy 72d211d8f0 init il y a 12 ans
kernels 72d211d8f0 init il y a 12 ans
matlab 49997136fc class labels are now uints il y a 10 ans
parameterizedFunctions 3d3d4fc5af more flexibility for access from matlab, added identity transform, minor clean-up il y a 10 ans
progs ba57a383d5 minor naming conventions, fix of interfaces in test-programs il y a 10 ans
tests 49997136fc class labels are now uints il y a 10 ans
tutorial 72d211d8f0 init il y a 12 ans
.gitignore abb7dfbd64 added .gitignore il y a 11 ans
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files il y a 11 ans
FMKGPHyperparameterOptimization.cpp 49997136fc class labels are now uints il y a 10 ans
FMKGPHyperparameterOptimization.h 49997136fc class labels are now uints il y a 10 ans
FastMinKernel.cpp 0a8c064b19 clean-up, test-unit adaptation, bug-fixing for stored index il y a 10 ans
FastMinKernel.h e2f171e157 clean-up and consistency in FMKGPHyp il y a 10 ans
FeatureMatrixT.h e6650e029e still unstable, towards uint-support il y a 10 ans
FeatureMatrixT.tcc 05e9a2b950 bug fix in persistent-function of FeatureMatrixT, unit-tests cleaned il y a 10 ans
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
GPHIKClassifier.cpp ba57a383d5 minor naming conventions, fix of interfaces in test-programs il y a 10 ans
GPHIKClassifier.h ba57a383d5 minor naming conventions, fix of interfaces in test-programs il y a 10 ans
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout il y a 11 ans
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout il y a 11 ans
GPLikelihoodApprox.cpp 49997136fc class labels are now uints il y a 10 ans
GPLikelihoodApprox.h 49997136fc class labels are now uints il y a 10 ans
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings il y a 11 ans
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
ImplicitKernelMatrix.cpp 72d211d8f0 init il y a 12 ans
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
License 72d211d8f0 init il y a 12 ans
Makefile 72d211d8f0 init il y a 12 ans
Makefile.inc 72d211d8f0 init il y a 12 ans
OnlineLearnable.h d755cd9501 better doxygen docu for main classes il y a 11 ans
Quantization.cpp cbb2ffa96e more consistency towards support of uint il y a 10 ans
Quantization.h cbb2ffa96e more consistency towards support of uint il y a 10 ans
README 72d211d8f0 init il y a 12 ans
SortedVectorSparse.h 0a8c064b19 clean-up, test-unit adaptation, bug-fixing for stored index il y a 10 ans
VectorSorter.cpp 72d211d8f0 init il y a 12 ans
VectorSorter.h 72d211d8f0 init il y a 12 ans
doxyfile_gp_hik.txt 72d211d8f0 init il y a 12 ans
libdepend.inc 72d211d8f0 init il y a 12 ans
tools.h 72d211d8f0 init il y a 12 ans

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