Halaman utama Jelajahi Bantuan
Masuk
ComputerVisionJena
/
NICE_GP_HIK_Core
3
0
Fork 0
Berkas Masalah 0 Permintaan Tarik 0 Wiki

Tidak Ada Deskripsi

Pohon: 89b710e6da
Ranting Tag
NICE_GP_HIK_Cor...
ZIP TAR.GZ
Erik Rodner 89b710e6da bugfix and cleanup 9 tahun lalu
algebra acb47ec1be fixes to novelty semseg 11 tahun lalu
configs 72d211d8f0 init 12 tahun lalu
doxy 72d211d8f0 init 12 tahun lalu
kernels 72d211d8f0 init 12 tahun lalu
matlab 50b61955bf stable support of new quantization techniques 9 tahun lalu
parameterizedFunctions 50b61955bf stable support of new quantization techniques 9 tahun lalu
progs 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
quantization 4b4259ccbb removed obsolete files, comments by erik 9 tahun lalu
tests 89b710e6da bugfix and cleanup 9 tahun lalu
tutorial 72d211d8f0 init 12 tahun lalu
.gitignore abb7dfbd64 added .gitignore 11 tahun lalu
CMakeLists.txt bda18d7c04 CMakeLists now uses new macro for MEX files 11 tahun lalu
FMKGPHyperparameterOptimization.cpp 4b4259ccbb removed obsolete files, comments by erik 9 tahun lalu
FMKGPHyperparameterOptimization.h 50b61955bf stable support of new quantization techniques 9 tahun lalu
FastMinKernel.cpp 89b710e6da bugfix and cleanup 9 tahun lalu
FastMinKernel.h 4b4259ccbb removed obsolete files, comments by erik 9 tahun lalu
FeatureMatrixT.h 50b61955bf stable support of new quantization techniques 9 tahun lalu
FeatureMatrixT.tcc 4b4259ccbb removed obsolete files, comments by erik 9 tahun lalu
GMHIKernel.cpp 50b61955bf stable support of new quantization techniques 9 tahun lalu
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
GMHIKernelRaw.cpp 89b710e6da bugfix and cleanup 9 tahun lalu
GMHIKernelRaw.h 7d3842af12 raw classification (untested) 9 tahun lalu
GPHIKClassifier.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
GPHIKClassifier.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
GPHIKRawClassifier.cpp 7d3842af12 raw classification (untested) 9 tahun lalu
GPHIKRawClassifier.h 7d3842af12 raw classification (untested) 9 tahun lalu
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout 11 tahun lalu
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout 11 tahun lalu
GPLikelihoodApprox.cpp 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
GPLikelihoodApprox.h 3ddc557830 stable support of new functionality, uint for indexing, clean-up, etc. 10 tahun lalu
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 tahun lalu
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 tahun lalu
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 tahun lalu
License 72d211d8f0 init 12 tahun lalu
Makefile 72d211d8f0 init 12 tahun lalu
Makefile.inc 72d211d8f0 init 12 tahun lalu
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 tahun lalu
README 72d211d8f0 init 12 tahun lalu
SortedVectorSparse.h 032424e268 bug fix for quantization and empty dimensions 9 tahun lalu
VectorSorter.cpp 72d211d8f0 init 12 tahun lalu
VectorSorter.h 72d211d8f0 init 12 tahun lalu
doxyfile_gp_hik.txt 72d211d8f0 init 12 tahun lalu
libdepend.inc 72d211d8f0 init 12 tahun lalu
tools.h 72d211d8f0 init 12 tahun lalu

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