暫無描述

Alexander Freytag e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
algebra 72d211d8f0 init 13 年之前
configs 72d211d8f0 init 13 年之前
doxy 72d211d8f0 init 13 年之前
kernels 72d211d8f0 init 13 年之前
matlab c32b32acdf restore options - bug fixes - more comfortable system is in progress 12 年之前
parameterizedFunctions 05c8c33690 Persistent methods for GPHIK with TestUnits implemented and tested 12 年之前
progs e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
tests e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
tutorial 72d211d8f0 init 13 年之前
FMKGPHyperparameterOptimization.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
FMKGPHyperparameterOptimization.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
FastMinKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
FastMinKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
FeatureMatrixT.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented 12 年之前
FeatureMatrixT.tcc b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented 12 年之前
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
GPHIKClassifier.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
GPHIKClassifier.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
GPLikelihoodApprox.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
IKMLinearCombination.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
ImplicitKernelMatrix.cpp 72d211d8f0 init 13 年之前
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
License 72d211d8f0 init 13 年之前
Makefile 72d211d8f0 init 13 年之前
Makefile.inc 72d211d8f0 init 13 年之前
OnlineLearnable.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 12 年之前
Quantization.cpp 72d211d8f0 init 13 年之前
Quantization.h 72d211d8f0 init 13 年之前
README 72d211d8f0 init 13 年之前
SortedVectorSparse.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented 12 年之前
VectorSorter.cpp 72d211d8f0 init 13 年之前
VectorSorter.h 72d211d8f0 init 13 年之前
doxyfile_gp_hik.txt 72d211d8f0 init 13 年之前
libdepend.inc 72d211d8f0 init 13 年之前
todo bc7b16c166 added todos, current bugs, crashs scenarios 12 年之前
tools.h 72d211d8f0 init 13 年之前

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