TY - GEN
T1 - Intelligent wireless sensor network for surveillance systems
AU - Chang, Yao Chung
AU - Chen, Jiann Liang
AU - Shih, Frank
AU - Wu, Yi Ta
PY - 2008
Y1 - 2008
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=51949118272&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=51949118272&partnerID=8YFLogxK
U2 - 10.1109/ICCE.2008.4587906
DO - 10.1109/ICCE.2008.4587906
M3 - Conference contribution
AN - SCOPUS:51949118272
SN - 142441458X
SN - 9781424414581
T3 - Digest of Technical Papers - IEEE International Conference on Consumer Electronics
BT - 2008 Digest of Technical Papers International Conference on Consumer Electronics, The Mobile Consumer, ICCE 2008
T2 - 26th IEEE International Conference on Consumer Electronics, The Mobile Consumer, ICCE 2008
Y2 - 9 January 2008 through 13 January 2008
ER -