Title :
Multiscale classification of moving objects trajectories
Author :
Du Mouza, Cedric ; Rigaux, Philippe
Author_Institution :
CEDRIC, CNAM, France
Abstract :
In this paper we propose a classification model for moving objects trajectories. We assume that the classification is based on a multiscale map, and we simply define a trajectory pattern as the sequence of zones an object crosses during its travel. These patterns constitute the basis of classification operators. We also define a pattern-based query language which allows an online and continuous classification of moving objects. Finally a prototype which shows the validity of the approach is briefly described.
Keywords :
geographic information systems; pattern classification; query languages; temporal databases; visual databases; classification operators; continuous classification; geographic information system; moving object trajectories; multiscale classification; multiscale map; object classification model; object crossing; online classification; pattern-based query language; spatiotemporal object behavior; trajectory pattern; zone sequence; Conference management; Databases;
Conference_Titel :
Scientific and Statistical Database Management, 2004. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-2146-0
DOI :
10.1109/SSDM.2004.1311222