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Conference Paper: 2-D OBJECT RECOGNITION USING HIERARCHICAL BOUNDARY SEGMENTS.

Title2-D OBJECT RECOGNITION USING HIERARCHICAL BOUNDARY SEGMENTS.
Authors
Luo, YuhuaChin, Roland TDyer, Charles R
KeywordsIMAGE PROCESSING - Image Analysis
Issue Date1985
AbstractThe use of image pyramids and hierarchical models for 2-D object recognition is described. The image containing objects to be recognized is stored as a pyramid (layers of increasing spatial resolution) that represents the image at multiple levels of resolution. Objects are modeled as graphs, each containing nodes arranged in a hierarchy of corresponding spatial resolution. With the image pyramid and the model graph, recognition becomes a model-driven, coarse-to-fine matching procedure involving the matching of model nodes to the corresponding layers of the image pyramid. Experiments have been performed using scenes that contain different types of objects.
Persistent Identifierhttp://hdl.handle.net/10722/65564

 

DC FieldValueLanguage
dc.contributor.authorLuo, Yuhuaen_HK
dc.contributor.authorChin, Roland Ten_HK
dc.contributor.authorDyer, Charles Ren_HK
dc.date.accessioned2010-08-31T07:16:07Z-
dc.date.available2010-08-31T07:16:07Z-
dc.date.issued1985en_HK
dc.identifier.urihttp://hdl.handle.net/10722/65564-
dc.description.abstractThe use of image pyramids and hierarchical models for 2-D object recognition is described. The image containing objects to be recognized is stored as a pyramid (layers of increasing spatial resolution) that represents the image at multiple levels of resolution. Objects are modeled as graphs, each containing nodes arranged in a hierarchy of corresponding spatial resolution. With the image pyramid and the model graph, recognition becomes a model-driven, coarse-to-fine matching procedure involving the matching of model nodes to the corresponding layers of the image pyramid. Experiments have been performed using scenes that contain different types of objects.en_HK
dc.languageengen_HK
dc.subjectIMAGE PROCESSING - Image Analysisen_HK
dc.title2-D OBJECT RECOGNITION USING HIERARCHICAL BOUNDARY SEGMENTS.en_HK
dc.typeConference_Paperen_HK
dc.identifier.emailChin, Roland T: rchin@hku.hken_HK
dc.identifier.authorityChin, Roland T=rp01300en_HK
dc.description.naturelink_to_subscribed_fulltexten_HK
dc.identifier.scopuseid_2-s2.0-0022241722en_HK
dc.identifier.spage426en_HK
dc.identifier.epage428en_HK
dc.identifier.scopusauthoridLuo, Yuhua=7404332377en_HK
dc.identifier.scopusauthoridChin, Roland T=7102445426en_HK
dc.identifier.scopusauthoridDyer, Charles R=7202510459en_HK

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