Publication
High-level integration for cognitive vision surveillance
Conference Article
Conference
Computer Vision: Advances in Research & Development (CVCRD)
Edition
2nd
Pages
1-6
Doc link
http://iselab.cvc.uab.es/descargas/viewpdf.php?id=fernandez_cvcrd_2006
File
Authors
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Fernández, Carles
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Baiget, Pau
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Roca i Marva, Francesc Xavier
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Gonzàlez Sabaté, Jordi
Projects associated
Abstract
The increasing interest in Cognitive Vision Systems (CVS) motivates the apparition of ad-hoc stages designed for the integration of multiple kinds of knowledge. This paper proposes a novel ontology to restrict and integrate high-level semantics for Human Sequence Evaluation (HSE), which targets multilingual capabilities and multipurpose end-user interfaces. The main contributions of this paper are the conception of a neutral semantic layer, which allows to link vision and linguistic domains; and the use of situations instead of verbs as basic elements for an ontological categorization of occurrences. In our approach, the domain has been restricted to outdoor surveilled scenarios, involving interactions among pedestrians, static objects, and vehicular traffic.
Categories
computer vision.
Scientific reference
C. Fernández, P. Baiget, F. Xavier Roca and J. Gonzàlez. High-level integration for cognitive vision surveillance, 2nd Computer Vision: Advances in Research & Development, 2007, Bellaterra, Espanya, pp. 1-6, s. n..
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