Skin Detection using a Markov Random Field and a New Color Space
In this paper, human skin detection is performed using a new color space coordinate and a Markov random field based approach. The proposed color space uses a variant of the principal component analysis technique to reduce the number of color components. The MRF model takes into account the spatial r...
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| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , |
| التنسيق: | article |
| منشور في: |
2006
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| الموضوعات: | |
| الوصول للمادة أونلاين: | https://eprints.kfupm.edu.sa/id/eprint/14291/1/14291_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14291/2/14291_2.doc |
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| _version_ | 1864513393700896768 |
|---|---|
| author | Chenaoua, K. |
| author2 | Bouridane, A. unknown |
| author2_role | author author |
| author_facet | Chenaoua, K. Bouridane, A. unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Chenaoua, K. Bouridane, A. unknown |
| dc.date.none.fl_str_mv | 2006-10 2020 |
| dc.format.none.fl_str_mv | application/pdf application/msword |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14291/1/14291_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14291/2/14291_2.doc (2006) Skin Detection using a Markov Random Field and a New Color Space. Image Processing, 2006 IEEE International conference, 1. |
| dc.language.none.fl_str_mv | en en |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14291/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Computer |
| dc.title.none.fl_str_mv | Skin Detection using a Markov Random Field and a New Color Space |
| dc.type.none.fl_str_mv | Article PeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | In this paper, human skin detection is performed using a new color space coordinate and a Markov random field based approach. The proposed color space uses a variant of the principal component analysis technique to reduce the number of color components. The MRF model takes into account the spatial relations within the image that are included in the labeling process through statistical dependence among neighboring pixels. Since only two classes are considered the Ising model is used to perform the skin/non-skin classification process |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_711cf142d9a4a87438f17832386bedba |
| identifier_str_mv | (2006) Skin Detection using a Markov Random Field and a New Color Space. Image Processing, 2006 IEEE International conference, 1. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::14291 |
| publishDate | 2006 |
| publisher.none.fl_str_mv | IEEE |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Skin Detection using a Markov Random Field and a New Color SpaceChenaoua, K.Bouridane, A.unknownComputerIn this paper, human skin detection is performed using a new color space coordinate and a Markov random field based approach. The proposed color space uses a variant of the principal component analysis technique to reduce the number of color components. The MRF model takes into account the spatial relations within the image that are included in the labeling process through statistical dependence among neighboring pixels. Since only two classes are considered the Ising model is used to perform the skin/non-skin classification processIEEE2006-102020ArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/mswordhttps://eprints.kfupm.edu.sa/id/eprint/14291/1/14291_1.pdfhttps://eprints.kfupm.edu.sa/id/eprint/14291/2/14291_2.doc (2006) Skin Detection using a Markov Random Field and a New Color Space. Image Processing, 2006 IEEE International conference, 1. enenhttps://eprints.kfupm.edu.sa/id/eprint/14291/info:eu-repo/semantics/openAccessoai::142912019-11-01T14:05:10Z |
| spellingShingle | Skin Detection using a Markov Random Field and a New Color Space Chenaoua, K. Computer |
| status_str | publishedVersion |
| title | Skin Detection using a Markov Random Field and a New Color Space |
| title_full | Skin Detection using a Markov Random Field and a New Color Space |
| title_fullStr | Skin Detection using a Markov Random Field and a New Color Space |
| title_full_unstemmed | Skin Detection using a Markov Random Field and a New Color Space |
| title_short | Skin Detection using a Markov Random Field and a New Color Space |
| title_sort | Skin Detection using a Markov Random Field and a New Color Space |
| topic | Computer |
| url | https://eprints.kfupm.edu.sa/id/eprint/14291/1/14291_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14291/2/14291_2.doc |