DocumentCode :
659281
Title :
Recognition of motion events of directed points using a language based framework
Author :
Baruah, R. ; Hazarika, S.M.
Author_Institution :
Comput. Sci. & Eng. Dept., Tezpur Univ., Tezpur, India
fYear :
2013
fDate :
13-14 Sept. 2013
Firstpage :
156
Lastpage :
160
Abstract :
In this paper, we have proposed a framework for representation and recognition of motion events of spatial objects abstracted as directed points. The framework combines qualitative spatial reasoning with formal grammars in order to recognize motion events in an input stream. Motion events are represented by three qualitative attributes, namely, orientati on, direction and distance. It has been shown that by using spatio-temporal continuity of qualitative relations, it is possible to use regular grammars for event recognition. The novelty of the approach is that any number of qualitati ve relation sets can be combined with formal grammars and hierarchies of abstractions can be created to make the knowledge representation closer to human cognition.
Keywords :
grammars; image motion analysis; image representation; object recognition; formal grammars; human cognition; knowledge representation; language based framework; motion event recognition; qualitative spatial reasoning; spatial objects recognition; spatial objects representation; spatio-temporal continuity; Algebra; Cognition; Grammar; Pattern recognition; Production; Silicon; Syntactics; motion event; qualitative direction; qualitative orientation; qualitative spatial reasoning; syntactic pattern recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Trends and Applications in Computer Science (ICETACS), 2013 1st International Conference on
Conference_Location :
Shillong
Print_ISBN :
978-1-4673-5249-9
Type :
conf
DOI :
10.1109/ICETACS.2013.6691414
Filename :
6691414
Link To Document :
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