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Intelligent Wireless Sensor Network for Surveillance Systems

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4 Author(s)
Yao-Chung Chang ; Under the sponsorship of the Nat. Sci. Council, Nat. Taitung Univ., Taitung ; Jiann-Liang Chen ; Shih, F. ; Yi-Ta Wu

This study presents a novel intelligent sensor network for object detection, classification, and recognition. Wireless sensors are utilized as the first layer to identify the coordinates of unauthorized intruders. Cameras are employed to capture image features for object classification and recognition. To reduce processing time, a novel hierarchical image extraction scheme is developed. Global object features, such as size and motion, are acquired for classification into a number of classes. When an intruder is potentially dangerous, the cameras obtain detailed image data for object recognition. Experimental results demonstrate that the proposed system detects unauthorized intrusions efficiently, classifies and recognizes intruders successfully. This application is of good use for counsumer's residence. The guard system can let them have a safer life.

Published in:

Consumer Electronics, 2008. ICCE 2008. Digest of Technical Papers. International Conference on

Date of Conference:

9-13 Jan. 2008

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