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
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