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https://doi.org/10.1145/1869790.1869830
Title: | Generating synthetic meta-data for georeferenced video management | Authors: | Ay, S.A. Kim, S.H. Zimmermann, R. |
Keywords: | Georeferenced video GIS Meta-data generation |
Issue Date: | 2010 | Citation: | Ay, S.A.,Kim, S.H.,Zimmermann, R. (2010). Generating synthetic meta-data for georeferenced video management. GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems : 280-289. ScholarBank@NUS Repository. https://doi.org/10.1145/1869790.1869830 | Abstract: | Recently various sensors, such as GPS and compass devices, can be cost-effectively manufactured and this allows their deployment in conjunction with mobile video cameras. Hence, recorded clips can automatically be annotated with geospa-tial information and the resulting georeferenced videos may be used in various Geographic Information System (GIS) applications. However, the research community is lacking large-scale and realistic test datasets of such sensor-fused information to evaluate their techniques since collecting real-world test data requires considerable time and effort. To fill this void, we propose an approach for generating synthetic video meta-data with realistic geospatial properties for mobile video management research. We highlight the essential aspects of the georeferenced video meta-data and present an approach to simulate the behavioral patterns of mobile cameras in the synthetic data. The data generation process can be customized through user parameters for a variety of GIS applications that use mobile videos. We demonstrate the feasibility and applicability of the proposed approach by providing comparisons with real-world data. © 2010 ACM. | Source Title: | GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems | URI: | http://scholarbank.nus.edu.sg/handle/10635/40346 | ISBN: | 9781450304283 | DOI: | 10.1145/1869790.1869830 |
Appears in Collections: | Staff Publications |
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