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Alexander Freytag c36326ec41 minor correction for less default output 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 c36326ec41 minor correction for less default output 12 年之前
parameterizedFunctions 7fc06c0490 removed compiler warnings 12 年之前
progs 7fc06c0490 removed compiler warnings 12 年之前
tests ec19bcf42c less default file IO in test units 12 年之前
tutorial 72d211d8f0 init 13 年之前
FMKGPHyperparameterOptimization.cpp 146cda50d2 GPHIKRegression - test cases for adding multiple examples, minor bug fix 12 年之前
FMKGPHyperparameterOptimization.h f1883f8192 GPHIK Regression implemented and tested, incremental updates still open 12 年之前
FastMinKernel.cpp 4158390858 removed merging issue with previous official release 12 年之前
FastMinKernel.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 12 年之前
FeatureMatrixT.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 12 年之前
FeatureMatrixT.tcc afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 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 c36326ec41 minor correction for less default output 12 年之前
GPHIKClassifier.h d755cd9501 better doxygen docu for main classes 12 年之前
GPHIKRegression.cpp 8142c3e762 fixed minor bug for IL in regression setting 12 年之前
GPHIKRegression.h f1883f8192 GPHIK Regression implemented and tested, incremental updates still open 12 年之前
GPLikelihoodApprox.cpp b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing 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 7fc06c0490 removed compiler warnings 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 d755cd9501 better doxygen docu for main classes 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
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