Energy Efficient Distributed Face Recognition in Wireless Sensor Network

被引:0
作者
Muhammad Imran Razzak
Muhammad Khurram Khan
Khaled Alghathbar
Jong Hyuk Park
机构
[1] King Saud University,Center of Excellence in Information Assurance
[2] International Islamic University,Information Systems Department, College of Computer and Information Sciences
[3] King Saud University,Department of Computer Science and Engineering
[4] Seoul National University of Science and Technology,undefined
来源
Wireless Personal Communications | 2011年 / 60卷
关键词
Wireless sensor network; Face recognition; Distributed; Fusion; Subspace;
D O I
暂无
中图分类号
学科分类号
摘要
Face recognition enhances the security through wireless sensor network and it is a challenging task due to constrains involved in wireless sensor network. Image processing and image communication in wireless sensor network reduces the life time of network due to the heavy processing and communication. This paper presents a collaborative face recognition system in wireless sensor network. The layered linear discriminant analysis is re-engineered to implement on wireless sensor network by efficiently allocating the network resources. Distributed face recognition not only help to reduce the communication overload but it also increase the node life time by distributing the work load on the nodes. The simulation shows that the proposed technique provide significant gain in network life time.
引用
收藏
页码:571 / 582
页数:11
相关论文
共 16 条
[1]  
Estrin D.(2002)Connecting the physical world with pervasive networks IEEE Pervasive Computing 1 59-69
[2]  
Culler D.(2000)Wireless integrated network sensors Communications of the ACM 43 51-58
[3]  
Pister K.(2006)Biometrics: A tool for information security IEEE Transactions on Information Forensics and Security 1 125-143
[4]  
Sukhatme G.(2003)Information fusion in biometrics Pattern Recognition Letter 24 2115-2125
[5]  
Pottie G. J.(2001)A direct lda algorithm for high-dimensional data with application to face recognition Pattern Recognition 34 2067-2070
[6]  
Kaiser W. J.(2006)Increased efficiency of face recognition system using wireless sensor network Systemics. Cybernetics and Informatics 4 38-46
[7]  
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