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Efficient Point-based Pattern Search in 3D Motion Capture Databases

 
: Beecks, Christian; Graß, Alexander

:
Postprint urn:nbn:de:0011-n-5827157 (687 KByte PDF)
MD5 Fingerprint: e7744c2192c21eda601f3e266f41bf04
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Erstellt am: 26.3.2020


Younas, M. ; Institute of Electrical and Electronics Engineers -IEEE-:
IEEE 6th International Conference on Future Internet of Things and Cloud, FiCloud 2018. Proceedings : 6-8 August 2018, Barcelona, Spain
Piscataway, NJ: IEEE, 2018
ISBN: 978-1-5386-7503-8
ISBN: 978-1-5386-7504-5
S.230-235
International Conference on Future Internet of Things and Cloud (FiCloud) <6, 2018, Barcelona>
European Commission EC
H2020; 723145; COMPOSITION
Englisch
Konferenzbeitrag, Elektronische Publikation
Fraunhofer FIT ()

Abstract
3D motion capture data is a specific type of data arising in the Internet of Things. It is widely used in science and industry for recording the movements of humans, animals, or objects over time. In order to facilitate efficient spatio-temporal access into large 3D motion capture databases collected via internet-of-things technology, we propose an efficient 2-Phase Point-based Trajectory Search Algorithm (2PPTSA) which is built on top of a compact in-memory spatial access method. The 2PPTSA is fundamental to any type of pattern-based investigation and enables fast and scalable point-based pattern search in 3D motion capture databases. Our empirical evaluation shows that the 2PPTSA is able to retrieve the most similar trajectories for a given point-based query pattern in a few milliseconds with a comparatively low number of I/O accesses.

: http://publica.fraunhofer.de/dokumente/N-582715.html