ComputerVisionJena/NICE_GP_HIK_Core

Nincs leírás

12 Ágak

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

		
				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