Title :
Applying the Dynamic Region Connection Calculus to exploit geographic knowledge in maritime surveillance
Author :
Serrano, M.A. ; Gómez-Romero, J. ; Patricio, M.A. ; García, J. ; Molina, J.M.
Author_Institution :
GIAA Res. Group, Univ. Carlos III de Madrid (UC3M), Colmenarejo, Spain
Abstract :
Concerns about the protection of the global transport network have risen the need of new security and surveillance systems. Ontology-based and fusion systems represent an attractive alternative for practical applications focused on fast and accurate responses. This paper presents an architecture based on a geometric model to efficiently predict and calculate the topological relationships between spatial objects. This model aims to reduce the number of calculations by relying on a spatial data structure. The goal is the detection of threatening behaviors next to points of interest without a noticeable loss of efficiency. The architecture has been embedded in an ontology-based prototype compliant with the Joint Directors of Laboratories (JDL) model for Information Fusion. The prototype capabilities are illustrated by applying international protection rules in maritime scenarios.
Keywords :
marine vehicles; ontologies (artificial intelligence); sensor fusion; spatial data structures; surveillance; Joint Directors of Laboratories model; dynamic region connection calculus; fusion systems; geographic knowledge; geometric model; global transport network; information fusion; international protection rules; maritime scenarios; maritime surveillance; ontology-based prototype compliant; ontology-based systems; security systems; spatial data structure; spatial objects; surveillance systems; threatening behaviors; topological relationships; Data models; Data structures; Geometry; Marine vehicles; Prototypes; Security; Spatial databases; High-Level Fusion; Ontology-based Application; Region Connection Calculus; Spatial Data Structure;
Conference_Titel :
Information Fusion (FUSION), 2012 15th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4673-0417-7
Electronic_ISBN :
978-0-9824438-4-2