Multimedia Fusion for Public Security in Heterogeneous Sensor Networks
Joint Authors
Feng, Jiangfan
Zhou, Wenwen
Sun, Kaixin
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-10-23
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
Public security is a widespread disastrous phenomenon that constitutes a grave threat.
Although information fusion of video sensor networks for public security has been studied extensively, multimedia fusion in heterogeneous sensor networks or its application in public security remains a challenge and central goal in the field of information fusion.
In this study, to realize the detection, monitoring, and intelligent alarm of such hazards, we develop a graph-based real-time schema for studying the dynamic structure of heterogeneous sensors for public security.
In the proposed schema, data fusion algorithms based on data-driven aspects of fusion are explored to locate the optimal sensing ranges of sensor nodes in a network with heterogeneous targets.
In addition, we propose a framework incorporating useful contextual and temporal cues for public security alarm, explore its conceptualizations, benefits, and challenges, and analyze the correlations of the target motion elements in the multimedia sensor stream.
The experimental results show that the new method offers a better way of intelligent alarm that cannot be achieved by existing schemes.
American Psychological Association (APA)
Feng, Jiangfan& Zhou, Wenwen& Sun, Kaixin. 2014. Multimedia Fusion for Public Security in Heterogeneous Sensor Networks. Journal of Sensors،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1042921
Modern Language Association (MLA)
Feng, Jiangfan…[et al.]. Multimedia Fusion for Public Security in Heterogeneous Sensor Networks. Journal of Sensors No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-1042921
American Medical Association (AMA)
Feng, Jiangfan& Zhou, Wenwen& Sun, Kaixin. Multimedia Fusion for Public Security in Heterogeneous Sensor Networks. Journal of Sensors. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1042921
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1042921