صفحهٔ اصلی گشت‌و‌گذار راهنما
ورود
ComputerVisionJena
/
NICE_GP_HIK_Core
3
0
انشعاب 0
پرونده‌ها مشکلات 0 درخواست واکشی 0 ویکی

بدون توضیح

درخت: 7bafeba1ae
شاخه‌ها تگ‌ها
NICE_GP_HIK_Cor...
ZIP TAR.GZ
Alexander Freytag 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually 12 سال پیش
algebra 72d211d8f0 init 13 سال پیش
configs 72d211d8f0 init 13 سال پیش
doxy 72d211d8f0 init 13 سال پیش
kernels 72d211d8f0 init 13 سال پیش
parameterizedFunctions f44f974f13 solved bug: added class labels for binary setup 13 سال پیش
progs 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually 12 سال پیش
tests 00be787c67 matio-optional support also for test-programs 13 سال پیش
tutorial 72d211d8f0 init 13 سال پیش
FMKGPHyperparameterOptimization.cpp 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually 12 سال پیش
FMKGPHyperparameterOptimization.h bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 سال پیش
FastMinKernel.cpp bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 سال پیش
FastMinKernel.h bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 سال پیش
FeatureMatrixT.h bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 سال پیش
FeatureMatrixT.tcc bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 سال پیش
GMHIKernel.cpp 72d211d8f0 init 13 سال پیش
GMHIKernel.h 72d211d8f0 init 13 سال پیش
GPHIKClassifier.cpp 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually 12 سال پیش
GPHIKClassifier.h bc6844c3a3 more commentations, more flexibility for classifier interfaces 12 سال پیش
GPLikelihoodApprox.cpp 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually 12 سال پیش
GPLikelihoodApprox.h 7bafeba1ae added dataset classification program, added easy option if hyperparam are set manually 12 سال پیش
IKMLinearCombination.cpp 72d211d8f0 init 13 سال پیش
IKMLinearCombination.h 72d211d8f0 init 13 سال پیش
IKMNoise.cpp 72d211d8f0 init 13 سال پیش
IKMNoise.h 72d211d8f0 init 13 سال پیش
ImplicitKernelMatrix.cpp 72d211d8f0 init 13 سال پیش
ImplicitKernelMatrix.h 72d211d8f0 init 13 سال پیش
License 72d211d8f0 init 13 سال پیش
Makefile 72d211d8f0 init 13 سال پیش
Makefile.inc 72d211d8f0 init 13 سال پیش
Quantization.cpp 72d211d8f0 init 13 سال پیش
Quantization.h 72d211d8f0 init 13 سال پیش
README 72d211d8f0 init 13 سال پیش
SortedVectorSparse.h 72d211d8f0 init 13 سال پیش
VectorSorter.cpp 72d211d8f0 init 13 سال پیش
VectorSorter.h 72d211d8f0 init 13 سال پیش
doxyfile_gp_hik.txt 72d211d8f0 init 13 سال پیش
libdepend.inc 72d211d8f0 init 13 سال پیش
todo bc7b16c166 added todos, current bugs, crashs scenarios 12 سال پیش
tools.h 72d211d8f0 init 13 سال پیش

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