Targets and shapes tracking (advanced seminar)

Goce Trajcevski*, Peter I Scheuermann

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The topics of tracking moving objects and moving shapes have been extensively researched in multiple communities - from Moving Objects Databases (MOD) and spatio-temporal data management, through image/video processing and traffic management, to environmental and ecology studies. This paper gives a summary of the topics discussed in the advanced seminar on tracking objects and shapes, as well as an overview of its proposed structure. After a brief introduction and motivation-survey of different research fields and societal applications, the first part of the seminar will give a historic survey of the fundamental techniques for tracking mobile objects. The second part will give an overview of the approaches popular in MOD and spatiotemporal data management communities (tracking and querying, streaming data, map-matching, etc.). The third part is the central one - discussing the issues and solutions in distributed tracking of moving objects and shapes: From topological predicates and trends detection, through tracking deformable shapes, to specifics of indoor tracking. The fourth major part is intended to be a 'potpourri-style' review of different application contexts and the popular approaches for tracking individual objects and shapes - spanning from collective motion analysis in social networks and animal herds, through toxic elements, pollutants, and geoprocesses (landslides), to different approaches for visual analytics in this context. The main objective of this advanced seminar is to provide a cohesive overview of the different perspectives on motion tracking; the corresponding approaches for its effective management; and possibilities for other research directions.

Original languageEnglish (US)
Title of host publicationProceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages7-10
Number of pages4
ISBN (Electronic)9781538641330
DOIs
StatePublished - Jul 13 2018
Event19th IEEE International Conference on Mobile Data Management, MDM 2018 - Aalborg, Denmark
Duration: Jun 26 2018Jun 28 2018

Publication series

NameProceedings - IEEE International Conference on Mobile Data Management
Volume2018-June
ISSN (Print)1551-6245

Other

Other19th IEEE International Conference on Mobile Data Management, MDM 2018
CountryDenmark
CityAalborg
Period6/26/186/28/18

Fingerprint

Technical presentations
Information management
Landslides
Ecology
Animals
Processing
Object-oriented databases

Keywords

  • mobile shapes
  • moving objects
  • objects tracking

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Trajcevski, G., & Scheuermann, P. I. (2018). Targets and shapes tracking (advanced seminar). In Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018 (pp. 7-10). (Proceedings - IEEE International Conference on Mobile Data Management; Vol. 2018-June). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MDM.2018.00015
Trajcevski, Goce ; Scheuermann, Peter I. / Targets and shapes tracking (advanced seminar). Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 7-10 (Proceedings - IEEE International Conference on Mobile Data Management).
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abstract = "The topics of tracking moving objects and moving shapes have been extensively researched in multiple communities - from Moving Objects Databases (MOD) and spatio-temporal data management, through image/video processing and traffic management, to environmental and ecology studies. This paper gives a summary of the topics discussed in the advanced seminar on tracking objects and shapes, as well as an overview of its proposed structure. After a brief introduction and motivation-survey of different research fields and societal applications, the first part of the seminar will give a historic survey of the fundamental techniques for tracking mobile objects. The second part will give an overview of the approaches popular in MOD and spatiotemporal data management communities (tracking and querying, streaming data, map-matching, etc.). The third part is the central one - discussing the issues and solutions in distributed tracking of moving objects and shapes: From topological predicates and trends detection, through tracking deformable shapes, to specifics of indoor tracking. The fourth major part is intended to be a 'potpourri-style' review of different application contexts and the popular approaches for tracking individual objects and shapes - spanning from collective motion analysis in social networks and animal herds, through toxic elements, pollutants, and geoprocesses (landslides), to different approaches for visual analytics in this context. The main objective of this advanced seminar is to provide a cohesive overview of the different perspectives on motion tracking; the corresponding approaches for its effective management; and possibilities for other research directions.",
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Trajcevski, G & Scheuermann, PI 2018, Targets and shapes tracking (advanced seminar). in Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. Proceedings - IEEE International Conference on Mobile Data Management, vol. 2018-June, Institute of Electrical and Electronics Engineers Inc., pp. 7-10, 19th IEEE International Conference on Mobile Data Management, MDM 2018, Aalborg, Denmark, 6/26/18. https://doi.org/10.1109/MDM.2018.00015

Targets and shapes tracking (advanced seminar). / Trajcevski, Goce; Scheuermann, Peter I.

Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 7-10 (Proceedings - IEEE International Conference on Mobile Data Management; Vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Trajcevski G, Scheuermann PI. Targets and shapes tracking (advanced seminar). In Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 7-10. (Proceedings - IEEE International Conference on Mobile Data Management). https://doi.org/10.1109/MDM.2018.00015