Automatic Eye Detection Using Semivariogram Function and Support Vector Machine
Autor(a) principal: | |
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Data de Publicação: | 2010 |
Outros Autores: | , |
Tipo de documento: | Outros |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UFMA |
Texto Completo: | http://gurupi.ufma.br:8080/jspui/1/305 |
Resumo: | Também disponível em: http://www.ic.uff.br/iwssip2010/Proceedings/nav/papers/paper_56.pdf |
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Almeida, João Dallyson Sousa deSilva, Aristófanes CorrêaPaiva, Anselmo Cardoso2010-10-14T14:01:14Z2010-10-14T14:01:14Z2010Almeida, João Dallyson Sousa de ; Silva, Aristófanes Corrêa; Paiva, Anselmo Cardoso. Automatic Eye Detection Using Semivariogram Function and Support Vector Machine. In: 17th International Conference on Systems, Signals and Image Processing (IWSSIP 2010), 2010, Rio de Janeiro. 17th International Conference on Systems, Signals and Image Processing. Niterói : EdUFF - Editora da Universidade Federal Fluminense, 2010. p. 174-177.http://gurupi.ufma.br:8080/jspui/1/305Também disponível em: http://www.ic.uff.br/iwssip2010/Proceedings/nav/papers/paper_56.pdfSeveral computational systems which depend on the precise location of the eyes have been developed in the last decades. Aware of this need, we propose a method for automatic detection of eyes in images of human faces using semivariogram functions and support vector machines. Patterns of eyes region and other areas of the face are represented through the semivariogram function to precisely distinguish the region of the eyes. The method was tested in the ORL human face database, which contains 400 images grouped in 40 persons, each having 10 different expressions. The detection obtained results of sensitivity of 84.6%, specificity of 93.4% and accuracy of 88.45%.Submitted by Aparecida Cruz (cidazen@gmail.com) on 2010-10-14T14:01:14Z No. of bitstreams: 1 paper_56.pdf: 146076 bytes, checksum: a3b679e3160c37d8b571eb05a138f52e (MD5)Made available in DSpace on 2010-10-14T14:01:14Z (GMT). No. of bitstreams: 1 paper_56.pdf: 146076 bytes, checksum: a3b679e3160c37d8b571eb05a138f52e (MD5) Previous issue date: 2010Automatic eye detectionsemivariogram functionsupport vector machine (SVM)Automatic Eye Detection Using Semivariogram Function and Support Vector Machineinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/otherengreponame:Repositório Institucional da UFMAinstname:Universidade Federal do Maranhão (UFMA)instacron:UFMAinfo:eu-repo/semantics/openAccessORIGINALpaper_56.pdfpaper_56.pdfapplication/pdf146076http://repositorio.ufma.br:8080/xmlui/bitstream/1/305/1/paper_56.pdfa3b679e3160c37d8b571eb05a138f52eMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81829http://repositorio.ufma.br:8080/xmlui/bitstream/1/305/2/license.txt89be553dc81c557318c8a1e0b2e1b451MD521/3052010-10-14 11:01:14.279oai:http://gurupi.ufma.br: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Repositório InstitucionalPUBhttp://repositorio.ufma.br:8080/oai/requestrepositorio@ufma.bropendoar:2010-10-14T14:01:14Repositório Institucional da UFMA - Universidade Federal do Maranhão (UFMA)false |
dc.title.pt_BR.fl_str_mv |
Automatic Eye Detection Using Semivariogram Function and Support Vector Machine |
title |
Automatic Eye Detection Using Semivariogram Function and Support Vector Machine |
spellingShingle |
Automatic Eye Detection Using Semivariogram Function and Support Vector Machine Almeida, João Dallyson Sousa de Automatic eye detection semivariogram function support vector machine (SVM) |
title_short |
Automatic Eye Detection Using Semivariogram Function and Support Vector Machine |
title_full |
Automatic Eye Detection Using Semivariogram Function and Support Vector Machine |
title_fullStr |
Automatic Eye Detection Using Semivariogram Function and Support Vector Machine |
title_full_unstemmed |
Automatic Eye Detection Using Semivariogram Function and Support Vector Machine |
title_sort |
Automatic Eye Detection Using Semivariogram Function and Support Vector Machine |
author |
Almeida, João Dallyson Sousa de |
author_facet |
Almeida, João Dallyson Sousa de Silva, Aristófanes Corrêa Paiva, Anselmo Cardoso |
author_role |
author |
author2 |
Silva, Aristófanes Corrêa Paiva, Anselmo Cardoso |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Almeida, João Dallyson Sousa de Silva, Aristófanes Corrêa Paiva, Anselmo Cardoso |
dc.subject.por.fl_str_mv |
Automatic eye detection semivariogram function support vector machine (SVM) |
topic |
Automatic eye detection semivariogram function support vector machine (SVM) |
description |
Também disponível em: http://www.ic.uff.br/iwssip2010/Proceedings/nav/papers/paper_56.pdf |
publishDate |
2010 |
dc.date.accessioned.fl_str_mv |
2010-10-14T14:01:14Z |
dc.date.available.fl_str_mv |
2010-10-14T14:01:14Z |
dc.date.issued.fl_str_mv |
2010 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/other |
format |
other |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
Almeida, João Dallyson Sousa de ; Silva, Aristófanes Corrêa; Paiva, Anselmo Cardoso. Automatic Eye Detection Using Semivariogram Function and Support Vector Machine. In: 17th International Conference on Systems, Signals and Image Processing (IWSSIP 2010), 2010, Rio de Janeiro. 17th International Conference on Systems, Signals and Image Processing. Niterói : EdUFF - Editora da Universidade Federal Fluminense, 2010. p. 174-177. |
dc.identifier.uri.fl_str_mv |
http://gurupi.ufma.br:8080/jspui/1/305 |
identifier_str_mv |
Almeida, João Dallyson Sousa de ; Silva, Aristófanes Corrêa; Paiva, Anselmo Cardoso. Automatic Eye Detection Using Semivariogram Function and Support Vector Machine. In: 17th International Conference on Systems, Signals and Image Processing (IWSSIP 2010), 2010, Rio de Janeiro. 17th International Conference on Systems, Signals and Image Processing. Niterói : EdUFF - Editora da Universidade Federal Fluminense, 2010. p. 174-177. |
url |
http://gurupi.ufma.br:8080/jspui/1/305 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
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info:eu-repo/semantics/openAccess |
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openAccess |
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reponame:Repositório Institucional da UFMA instname:Universidade Federal do Maranhão (UFMA) instacron:UFMA |
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Universidade Federal do Maranhão (UFMA) |
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UFMA |
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UFMA |
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Repositório Institucional da UFMA |
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Repositório Institucional da UFMA |
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