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Modeling movement relations in dynamic urban scenes

Partsinevelos Panagiotis, Stefanidis Efstratios, Peggy Agouris

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URIhttp://purl.tuc.gr/dl/dias/5EFCF828-1EC9-4E1F-ACFE-EAE4F5F2DB76-
Identifierhttp://www.isprs.org/proceedings/XXXIII/congress/part4/818_XXXIII-part4.pdf-
Languageen-
TitleModeling movement relations in dynamic urban scenesen
CreatorPartsinevelos Panagiotisen
CreatorΠαρτσινεβελος Παναγιωτηςel
CreatorStefanidis Efstratiosen
CreatorΣτεφανιδης Ευστρατιοςel
CreatorPeggy Agourisen
Content SummaryIn this paper we address the problem of analyzing and managing movement in dynamic scenes captured in video datasets. We present an approach to summarize the important information included in video datasets by analyzing the trajectories of objects within them. Trajectories form the basis for the construction of abstract data types upon which similarity of behaviors and expected behavior processes take place. We base our selection of representative time instances on the segmentation of trajectory lines into break points termed “nodes”. The nodes are distributed dynamically to capture the information content of regions within the 3-D spatiotemporal space. They are computed through self-organizing maps of neural network processing. Additional nodes are supplementing the procedure and are originated from reasoning and proximity analysis. Topologic relations between moving objects in the scene and dynamic topology of the trajectories are processed in order to include the significant information of movement relations in the product summary. This work provides a novel approach to manage dynamic scene analysis at higher levels of abstraction, and to represent concisely the behavior of moving relations in a scene.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-11-13-
Date of Publication2000-
Bibliographic CitationP. Partsinevelos, P. Agouris, A. Stefanidis. (2000). Modeling Movement Relations in Dynamic Urban Scenes. Presented at International Archives of Photogrammetry and Remote Sensing, Vol. XXXIII. [Online]. Available: http://www.isprs.org/proceedings/XXXIII/congress/part4/818_XXXIII-part4.pdfen

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