ComputerVisionJena/NICE_GP_HIK_Core

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Alexander Freytag d9c0a6fbed updated interfaces for gphik classifier		9 年之前
algebra	acb47ec1be fixes to novelty semseg	11 年之前
configs	72d211d8f0 init	12 年之前
doxy	72d211d8f0 init	12 年之前
kernels	72d211d8f0 init	12 年之前
matlab	d9c0a6fbed updated interfaces for gphik classifier	9 年之前
parameterizedFunctions	50b61955bf stable support of new quantization techniques	9 年之前
progs	3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc.	9 年之前
quantization	b5e60b8f62 stable quantization for Raw version	9 年之前
tests	5ab4f6647b test case bugfix and no sparsity tolerance	9 年之前
tutorial	72d211d8f0 init	12 年之前
.gitignore	abb7dfbd64 added .gitignore	11 年之前
CMakeLists.txt	bda18d7c04 CMakeLists now uses new macro for MEX files	11 年之前
FMKGPHyperparameterOptimization.cpp	d9c0a6fbed updated interfaces for gphik classifier	9 年之前
FMKGPHyperparameterOptimization.h	d9c0a6fbed updated interfaces for gphik classifier	9 年之前
FastMinKernel.cpp	90337e9f64 merged latest version of raw classifier, corrected minor issues	9 年之前
FastMinKernel.h	4b4259ccbb removed obsolete files, comments by erik	9 年之前
FeatureMatrixT.h	7b2f3a96c7 bug-fixing in quantization, fixing of heisenbug	9 年之前
FeatureMatrixT.tcc	5d91a69c0a support for EV settings, bug fix for capu computation, clean-up	9 年之前
GMHIKernel.cpp	50b61955bf stable support of new quantization techniques	9 年之前
GMHIKernel.h	e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean	11 年之前
GMHIKernelRaw.cpp	6b50a4117d corrected index bug in Raw version, adapted old code to new layout	9 年之前
GMHIKernelRaw.h	b5e60b8f62 stable quantization for Raw version	9 年之前
GPHIKClassifier.cpp	d9c0a6fbed updated interfaces for gphik classifier	9 年之前
GPHIKClassifier.h	d9c0a6fbed updated interfaces for gphik classifier	9 年之前
GPHIKRawClassifier.cpp	0bfcd565d8 removed annoying bug for test-set testing, still with debug outputs	9 年之前
GPHIKRawClassifier.h	90337e9f64 merged latest version of raw classifier, corrected minor issues	9 年之前
GPHIKRegression.cpp	37d92063a8 completed refactoring wrt new persistent layout	11 年之前
GPHIKRegression.h	37d92063a8 completed refactoring wrt new persistent layout	11 年之前
GPLikelihoodApprox.cpp	27f0611efc major bugfix	9 年之前
GPLikelihoodApprox.h	3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc.	9 年之前
IKMLinearCombination.cpp	7fc06c0490 removed compiler warnings	11 年之前
IKMLinearCombination.h	e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean	11 年之前
IKMNoise.cpp	e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean	11 年之前
IKMNoise.h	e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean	11 年之前
ImplicitKernelMatrix.cpp	72d211d8f0 init	12 年之前
ImplicitKernelMatrix.h	e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean	11 年之前
License	72d211d8f0 init	12 年之前
Makefile	72d211d8f0 init	12 年之前
Makefile.inc	72d211d8f0 init	12 年之前
OnlineLearnable.h	d755cd9501 better doxygen docu for main classes	11 年之前
README	72d211d8f0 init	12 年之前
SortedVectorSparse.h	9f26f5dc49 Merge branch 'raw_version'	9 年之前
VectorSorter.cpp	72d211d8f0 init	12 年之前
VectorSorter.h	72d211d8f0 init	12 年之前
doxyfile_gp_hik.txt	72d211d8f0 init	12 年之前
libdepend.inc	72d211d8f0 init	12 年之前
tools.h	72d211d8f0 init	12 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