Brak opisu

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

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