Multimedia Fusion for Public Security in Heterogeneous Sensor Networks

Joint Authors

Feng, Jiangfan
Zhou, Wenwen
Sun, Kaixin

Source

Journal of Sensors

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

Civil Engineering

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