Evaluation of interest point detectors for image information extraction

Interest points extraction and matching is a common task in many computer vision based application, which are used in different domains, such as 3D reconstruction, object recognition, or tracking -- We present an evaluation of current state of the art about interest point extraction algorithms to me...

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Autores:
Barandiaran, Iñigo
Goenetxea, Jon
Congote, John
Graña, Manuel
Ruíz, Oscar
Tipo de recurso:
Fecha de publicación:
2012
Institución:
Universidad EAFIT
Repositorio:
Repositorio EAFIT
Idioma:
eng
OAI Identifier:
oai:repository.eafit.edu.co:10784/9778
Acceso en línea:
http://hdl.handle.net/10784/9778
Palabra clave:
VISIÓN POR COMPUTADOR
SEMÁNTICA
IMAGEN TRIDIMENSIONAL EN DISEÑO
GRÁFICOS POR COMPUTADOR
PROCESOS DE GAUSS
ESTIMACIÓN DE PARÁMETROS
ALGORITMOS
Computer vision
Semantics
Design imaging
Computer graphics
Gaussian processes
Parameter estimation
Algorithms
Reconstrucción 3D
Unidades de Procesamiento Gráfico (GPU)
Transformación homográfica
Rights
License
Acceso cerrado
id REPOEAFIT2_288c86dd7595b31a7f873507730d4b61
oai_identifier_str oai:repository.eafit.edu.co:10784/9778
network_acronym_str REPOEAFIT2
network_name_str Repositorio EAFIT
repository_id_str
dc.title.eng.fl_str_mv Evaluation of interest point detectors for image information extraction
title Evaluation of interest point detectors for image information extraction
spellingShingle Evaluation of interest point detectors for image information extraction
VISIÓN POR COMPUTADOR
SEMÁNTICA
IMAGEN TRIDIMENSIONAL EN DISEÑO
GRÁFICOS POR COMPUTADOR
PROCESOS DE GAUSS
ESTIMACIÓN DE PARÁMETROS
ALGORITMOS
Computer vision
Semantics
Design imaging
Computer graphics
Gaussian processes
Parameter estimation
Algorithms
Reconstrucción 3D
Unidades de Procesamiento Gráfico (GPU)
Transformación homográfica
title_short Evaluation of interest point detectors for image information extraction
title_full Evaluation of interest point detectors for image information extraction
title_fullStr Evaluation of interest point detectors for image information extraction
title_full_unstemmed Evaluation of interest point detectors for image information extraction
title_sort Evaluation of interest point detectors for image information extraction
dc.creator.fl_str_mv Barandiaran, Iñigo
Goenetxea, Jon
Congote, John
Graña, Manuel
Ruíz, Oscar
dc.contributor.department.spa.fl_str_mv Universidad EAFIT. Departamento de Ingeniería Mecánica
dc.contributor.author.none.fl_str_mv Barandiaran, Iñigo
Goenetxea, Jon
Congote, John
Graña, Manuel
Ruíz, Oscar
dc.contributor.researchgroup.spa.fl_str_mv Laboratorio CAD/CAM/CAE
dc.subject.lemb.spa.fl_str_mv VISIÓN POR COMPUTADOR
SEMÁNTICA
IMAGEN TRIDIMENSIONAL EN DISEÑO
GRÁFICOS POR COMPUTADOR
PROCESOS DE GAUSS
ESTIMACIÓN DE PARÁMETROS
ALGORITMOS
topic VISIÓN POR COMPUTADOR
SEMÁNTICA
IMAGEN TRIDIMENSIONAL EN DISEÑO
GRÁFICOS POR COMPUTADOR
PROCESOS DE GAUSS
ESTIMACIÓN DE PARÁMETROS
ALGORITMOS
Computer vision
Semantics
Design imaging
Computer graphics
Gaussian processes
Parameter estimation
Algorithms
Reconstrucción 3D
Unidades de Procesamiento Gráfico (GPU)
Transformación homográfica
dc.subject.keyword.eng.fl_str_mv Computer vision
Semantics
Design imaging
Computer graphics
Gaussian processes
Parameter estimation
Algorithms
dc.subject.keyword.spa.fl_str_mv Reconstrucción 3D
Unidades de Procesamiento Gráfico (GPU)
Transformación homográfica
description Interest points extraction and matching is a common task in many computer vision based application, which are used in different domains, such as 3D reconstruction, object recognition, or tracking -- We present an evaluation of current state of the art about interest point extraction algorithms to measure several parameters, such as detection quality, invariance to rotation and scale transformation, and computational efficiency
publishDate 2012
dc.date.issued.none.fl_str_mv 2012
dc.date.available.none.fl_str_mv 2016-11-30T15:17:18Z
dc.date.accessioned.none.fl_str_mv 2016-11-30T15:17:18Z
dc.type.eng.fl_str_mv info:eu-repo/semantics/bookPart
bookPart
info:eu-repo/semantics/publishedVersion
publishedVersion
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_3248
dc.type.local.spa.fl_str_mv Capítulo o parte de un libro
dc.type.hasVersion.spa.fl_str_mv Obra publicada
status_str publishedVersion
dc.identifier.citation.spa.fl_str_mv @incollection{PtDetector_JCongote_2012, year={2012}, isbn={978-1-61499-104-5, 978-1-61499-105-2}, booktitle={Advances in Knowledge-Based and Intelligent Information and Engineering Systems}, volume={243}, series={Frontiers in Artificial Intelligence and Applications }, editor={Grana, M. and Toro, C. and Posada, J. and Howlett, R.J. and Jain, L.C.}, doi={10.3233/978-1-61499-105-2-2170 }, title={Evaluation of interest point detectors for image information extraction}, url={ http://ebooks.iospress.nl/volume/advances-in-knowledge-based-and-intelligent-information-and-engineering-systems }, publisher={IOS Press, Netherlands}, author={I. Barandiaran and J. Goenetxea and J. Congote and M. Grana and O. E. Ruiz}, pages={2170-2179} }
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10784/9778
dc.identifier.doi.none.fl_str_mv 10.3233/978-1-61499-105-2-2170
identifier_str_mv @incollection{PtDetector_JCongote_2012, year={2012}, isbn={978-1-61499-104-5, 978-1-61499-105-2}, booktitle={Advances in Knowledge-Based and Intelligent Information and Engineering Systems}, volume={243}, series={Frontiers in Artificial Intelligence and Applications }, editor={Grana, M. and Toro, C. and Posada, J. and Howlett, R.J. and Jain, L.C.}, doi={10.3233/978-1-61499-105-2-2170 }, title={Evaluation of interest point detectors for image information extraction}, url={ http://ebooks.iospress.nl/volume/advances-in-knowledge-based-and-intelligent-information-and-engineering-systems }, publisher={IOS Press, Netherlands}, author={I. Barandiaran and J. Goenetxea and J. Congote and M. Grana and O. E. Ruiz}, pages={2170-2179} }
10.3233/978-1-61499-105-2-2170
url http://hdl.handle.net/10784/9778
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.ispartof.spa.fl_str_mv Ebook: Advances in Knowledge-Based and Intelligent Information and Engineering Systems
dc.relation.isversionof.spa.fl_str_mv http://dx.doi.org/10.3233/978-1-61499-105-2-2170
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_14cb
dc.rights.local.spa.fl_str_mv Acceso cerrado
rights_invalid_str_mv Acceso cerrado
http://purl.org/coar/access_right/c_14cb
dc.format.eng.fl_str_mv application/pdf
institution Universidad EAFIT
bitstream.url.fl_str_mv https://repository.eafit.edu.co/bitstreams/f92c2bc1-8bd5-4999-af35-69e44fbb977f/download
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repository.name.fl_str_mv Repositorio Institucional Universidad EAFIT
repository.mail.fl_str_mv repositorio@eafit.edu.co
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spelling 2016-11-30T15:17:18Z20122016-11-30T15:17:18Z@incollection{PtDetector_JCongote_2012, year={2012}, isbn={978-1-61499-104-5, 978-1-61499-105-2}, booktitle={Advances in Knowledge-Based and Intelligent Information and Engineering Systems}, volume={243}, series={Frontiers in Artificial Intelligence and Applications }, editor={Grana, M. and Toro, C. and Posada, J. and Howlett, R.J. and Jain, L.C.}, doi={10.3233/978-1-61499-105-2-2170 }, title={Evaluation of interest point detectors for image information extraction}, url={ http://ebooks.iospress.nl/volume/advances-in-knowledge-based-and-intelligent-information-and-engineering-systems }, publisher={IOS Press, Netherlands}, author={I. Barandiaran and J. Goenetxea and J. Congote and M. Grana and O. E. Ruiz}, pages={2170-2179} }http://hdl.handle.net/10784/977810.3233/978-1-61499-105-2-2170Interest points extraction and matching is a common task in many computer vision based application, which are used in different domains, such as 3D reconstruction, object recognition, or tracking -- We present an evaluation of current state of the art about interest point extraction algorithms to measure several parameters, such as detection quality, invariance to rotation and scale transformation, and computational efficiency2170-2179application/pdfengEbook: Advances in Knowledge-Based and Intelligent Information and Engineering Systemshttp://dx.doi.org/10.3233/978-1-61499-105-2-2170Evaluation of interest point detectors for image information extractioninfo:eu-repo/semantics/bookPartbookPartinfo:eu-repo/semantics/publishedVersionpublishedVersionCapítulo o parte de un libroObra publicadahttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_3248Acceso cerradohttp://purl.org/coar/access_right/c_14cbVISIÓN POR COMPUTADORSEMÁNTICAIMAGEN TRIDIMENSIONAL EN DISEÑOGRÁFICOS POR COMPUTADORPROCESOS DE GAUSSESTIMACIÓN DE PARÁMETROSALGORITMOSComputer visionSemanticsDesign imagingComputer graphicsGaussian processesParameter estimationAlgorithmsReconstrucción 3DUnidades de Procesamiento Gráfico (GPU)Transformación homográficaUniversidad EAFIT. Departamento de Ingeniería MecánicaBarandiaran, Iñigo710349fd-cf52-4631-b045-e36a17ba1ad6-1Goenetxea, Jon313e8e76-669e-4ab6-a3d4-5487dab7b897-1Congote, John588d9e98-6192-418e-aa08-df7d830cad54-1Graña, Manuel937a2cf6-b4a1-4a4e-9ae9-b5e72338edcb-1Ruíz, Oscar943e0686-11cb-481d-87a8-9bb50908e701-1Laboratorio CAD/CAM/CAELICENSElicense.txtlicense.txttext/plain; charset=utf-82556https://repository.eafit.edu.co/bitstreams/f92c2bc1-8bd5-4999-af35-69e44fbb977f/download76025f86b095439b7ac65b367055d40cMD51ORIGINALevaluation_of_interest_point_detectors.pdfevaluation_of_interest_point_detectors.pdfVersión incompletaapplication/pdf1114707https://repository.eafit.edu.co/bitstreams/8cce3821-71c6-4037-ae02-febf6bec56d2/download505a469a64dc7ddfd7bb252c4528a341MD5210784/9778oai:repository.eafit.edu.co:10784/97782024-12-04 11:50:24.991restrictedhttps://repository.eafit.edu.coRepositorio Institucional Universidad EAFITrepositorio@eafit.edu.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