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3D facial video retrieval and management for decision support in speech and language therapy

2017-06-09Conference object Open access
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dc.contributor.authorCarrapiço, Ricardo
dc.contributor.authorGuimarães, Isabel
dc.contributor.authorGrilo, Ana Margarida
dc.contributor.authorCavaco, Sofia
dc.contributor.authorMagalhães, João
dc.date.accessioned2022-03-31T16:27:18Z
dc.date.available2022-03-31T16:27:18Z
dc.date.issued2017-06-09
dc.description.abstract3D video is introducing great changes in many health related areas. The realism of such information provides health professionals with strong evidence analysis tools to facilitate clinical decision processes. Speech and language therapy aims to help subjects in correcting several disorders. The assessment of the patient by the speech and language therapist (SLT), requires several visual and audio analysis procedures that can interfere with the patient's production of speech. In this context, the main contribution of this paper is a 3D video system to improve health information management processes in speech and language therapy. The 3D video retrieval and management system supports multimodal health records and provides the SLTs with tools to support their work in many ways: (i) it allows SLTs to easily maintain a database of patients' orofacial and speech exercises; (ii) supports three-dimensional orofacial measurement and analysis in a non-intrusive way; and (iii) search patient speech-exercises by similar facial characteristics, using facial image analysis techniques. The second contribution is a dataset with 3D videos of patients performing orofacial speech exercises. The whole system was evaluated successfully in a user study involving 22 SLTs. The user study illustrated the importance of the retrieval by similar orofacial speech exercise.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.doihttps://doi.org/10.1145/3078971.3078984pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.26/39981
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.subjectSpeech and language therapypt_PT
dc.subjectFacial anthropometrypt_PT
dc.subjectDecision toolpt_PT
dc.subject3D video retrievalpt_PT
dc.title3D facial video retrieval and management for decision support in speech and language therapypt_PT
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceBucarestept_PT
oaire.citation.issue2017pt_PT
oaire.citation.titleICMR '17: Proceedings of the 2017 ACM on International Conference on Multimedia Retrievalpt_PT
person.familyNameGuimarães
person.familyNameNogueira Leitão Lima Grilo
person.givenNameIsabel
person.givenNameAna Margarida
person.identifier548796
person.identifier.ciencia-idF014-BFD6-49C2
person.identifier.orcid0000-0001-8524-8731
person.identifier.orcid0000-0003-2187-8253
person.identifier.scopus-author-id24586862700
person.identifier.scopus-author-id57218855724
rcaap.rightsopenAccesspt_PT
rcaap.typeconferenceObjectpt_PT
relation.isAuthorOfPublicationdc9a77a2-eecf-4d30-88fa-4200275eccf5
relation.isAuthorOfPublication20b4e818-b3f1-4e20-83b6-fdaf8bb4d82c
relation.isAuthorOfPublication.latestForDiscovery20b4e818-b3f1-4e20-83b6-fdaf8bb4d82c

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