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dc.contributor.authorGonzàlez, Jordi
dc.contributor.authorRoca, Francesc Xavier
dc.contributor.authorVillanueva, Juan J.
dc.contributor.otherInstitut de Robòtica i Informàtica Industrial
dc.identifier.citationGonzàlez, Jordi; Roca, F. Xavier; Villanueva, Juan J.. "HERMES: A research project on human sequence evaluation". A: 2007 ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE), Porto, Portugal, 2007. Taylor and Francis, 2007, p. 1-6.
dc.description.abstractHuman Sequence Evaluation concentrates on how to extract descriptions of human behaviour from videos in a restricted discourse domain, such as (i) pedestrians crossing inner-city roads where pedestrians appear approaching or waiting at stops of busses or trams, and (ii) humans in indoor worlds like an airport hall, a train station, or a lobby. These discourse domains allow to explore a coherent evaluation of human movements and facial expressions across a wide variation of scale. This general approach lends itself to various cognitive surveillance scenarios at varying degrees of resolution: from wide-field-of-view multiple-agent scenes, through to more specific inferences of emotional state that could be elicited from high resolution imagery of faces. The true challenge of the HERMES project will consist in the development of a system facility which starts with basic knowledge about pedestrian behaviour in the chosen discourse domain, but could cluster evaluation results into semantically meaningful sub-sets of behaviours. The envisaged system will comprise an internal logic-based representation which enables it to comment each individual subset, giving natural language explanations of why the system has created the subset in question.
dc.format.extentp. 1-6
dc.publisherTaylor and Francis
dc.relation.ispartofECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE)
dc.subjectÀrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la imatge i del senyal vídeo
dc.subject.lcshComputer vision
dc.titleHERMES: A research project on human sequence evaluation
dc.typeConference report
dc.subject.lemacVisió per ordinador
dc.description.peerreviewedPeer Reviewed
dc.subject.inspecClassificació INSPEC::Pattern recognition::Computer vision
dc.rights.accessOpen Access

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