Sin descripción

Alexander Freytag 5646db0dd6 classification and variance prediction fixed, still with debug outputs hace 10 años
algebra acb47ec1be fixes to novelty semseg hace 12 años
configs 72d211d8f0 init hace 13 años
doxy 72d211d8f0 init hace 13 años
kernels 72d211d8f0 init hace 13 años
matlab 5646db0dd6 classification and variance prediction fixed, still with debug outputs hace 10 años
parameterizedFunctions 3d3d4fc5af more flexibility for access from matlab, added identity transform, minor clean-up hace 10 años
progs a5730ca7e9 Clang fix hace 11 años
tests 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC hace 12 años
tutorial 72d211d8f0 init hace 13 años
.gitignore abb7dfbd64 added .gitignore hace 12 años
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files hace 11 años
FMKGPHyperparameterOptimization.cpp 5646db0dd6 classification and variance prediction fixed, still with debug outputs hace 10 años
FMKGPHyperparameterOptimization.h e2f171e157 clean-up and consistency in FMKGPHyp hace 10 años
FastMinKernel.cpp 5646db0dd6 classification and variance prediction fixed, still with debug outputs hace 10 años
FastMinKernel.h e2f171e157 clean-up and consistency in FMKGPHyp hace 10 años
FeatureMatrixT.h e6650e029e still unstable, towards uint-support hace 10 años
FeatureMatrixT.tcc 5646db0dd6 classification and variance prediction fixed, still with debug outputs hace 10 años
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean hace 12 años
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean hace 12 años
GPHIKClassifier.cpp 5646db0dd6 classification and variance prediction fixed, still with debug outputs hace 10 años
GPHIKClassifier.h 37d92063a8 completed refactoring wrt new persistent layout hace 12 años
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout hace 12 años
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout hace 12 años
GPLikelihoodApprox.cpp 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC hace 12 años
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean hace 12 años
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings hace 12 años
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean hace 12 años
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean hace 12 años
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean hace 12 años
ImplicitKernelMatrix.cpp 72d211d8f0 init hace 13 años
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean hace 12 años
License 72d211d8f0 init hace 13 años
Makefile 72d211d8f0 init hace 13 años
Makefile.inc 72d211d8f0 init hace 13 años
OnlineLearnable.h d755cd9501 better doxygen docu for main classes hace 12 años
Quantization.cpp cbb2ffa96e more consistency towards support of uint hace 10 años
Quantization.h cbb2ffa96e more consistency towards support of uint hace 10 años
README 72d211d8f0 init hace 13 años
SortedVectorSparse.h 5646db0dd6 classification and variance prediction fixed, still with debug outputs hace 10 años
VectorSorter.cpp 72d211d8f0 init hace 13 años
VectorSorter.h 72d211d8f0 init hace 13 años
doxyfile_gp_hik.txt 72d211d8f0 init hace 13 años
libdepend.inc 72d211d8f0 init hace 13 años
tools.h 72d211d8f0 init hace 13 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