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ASME Press Select Proceedings
International Conference on Mechanical and Electrical Technology, 3rd, (ICMET-China 2011), Volumes 1–3
By
ISBN:
9780791859810
No. of Pages:
906
Publisher:
ASME Press
Publication date:
2011
eBook Chapter
97 Discovering Similar Segments by Time-Parameterized Trajectory Clustering
By
Luo Ze
,
Luo Ze
Computer Network Information Center,
Chinese Academy of Science
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Yan Baopevg
Yan Baopevg
Computer Network Information Center,
Chinese Academy of Science
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Page Count:
7
-
Published:2011
Citation
Ze, L, & Baopevg, Y. "Discovering Similar Segments by Time-Parameterized Trajectory Clustering." International Conference on Mechanical and Electrical Technology, 3rd, (ICMET-China 2011), Volumes 1–3. Ed. Xie, Y. ASME Press, 2011.
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This paper is targeted at effectively discovery of moving objects' common movement patterns The algorithms proposed in this paper consider highly tempo-spatial relevance of moving objects, measure spatial and temporal density of moving objects by spatial properties like Euclidean distance and movement direction, and temporal property, discovery dynamic evolution process of moving object clusters by time-based plane sweeping method. Experimental results demonstrate our algorithms correctly discover similar segments from real satellite tracking dataset of bar-headed geese migration.
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