Constructing a fuzzy grammar for syntactic face detection

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dc.contributor.authorKouzani, Abbas
dc.contributor.authorHe, Fangpo
dc.contributor.authorSammut, Karl
dc.date.accessioned2011-12-06T22:28:42Z
dc.date.available2011-12-06T22:28:42Z
dc.date.issued1996
dc.description.abstractThis paper presents a structural face detection system. The proposed system consists of three stages; pre-processing, face-components extraction, and final decision-making. In the first stage, image conversion, colour operation, image restoration, and image enhancement are carried out. Face components are extracted in the second stage. A face model is defined, and a fuzzy grammar composed of octal chain codes is used to represent each of the seven face components. The practical limitations of this representation are considered. Structural components are detected, and the possibility degree that the extracted component is a real face component is determined. In the last stage, a commonsense knowledge base is employed for final evaluation. The detected face components and their corresponding possibility degrees allow the human face knowledge base to locate faces in the image and generate a membership degree for that face within the face class. The experimental results obtained using this method are presented.en
dc.identifier.citationKouzani, A., He, F. and Sammut, K. 1996. Constructing a fuzzy grammar for syntactic face detection. 1996 IEEE International Conference on Systems, Man, and Cybernetics, vol. 2, 1156 - 1161.en
dc.identifier.isbn780332806-
dc.identifier.urihttp://hdl.handle.net/2328/25784
dc.language.isoen
dc.oaire.license.condition.licenseIn Copyright
dc.publisherInstitute of Electrical and Electronics Engineers Computer Society (IEEE Publishing)en
dc.subjectFace recognitionen
dc.subjectFuzzy setsen
dc.subjectHumansen
dc.subjectImage recognitionen
dc.titleConstructing a fuzzy grammar for syntactic face detectionen
dc.typeArticleen
local.contributor.authorOrcidLookupHe, Fangpo: https://orcid.org/0000-0002-8656-184Xen_US
local.contributor.authorOrcidLookupSammut, Karl: https://orcid.org/0000-0002-7654-9978en_US
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