2008 International Conference on Information Processing in Sensor Networks (ipsn 2008) Design and Implementation of a Dual-Camera Wireless Sensor Network for Object Retrieval April 22-April 24 ISBN: 978-0-7695-3157-1
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IPSN.2008.57
This paper presents the design and implementation of a dual-camera sensor network that can be used as a memory assistant tool for assisted living. Our system performs energy-efficient object detection and recognition of commonly misplaced objects. The novelty in our approach is the ability to tradeoff between recognition accuracy and computational efficiency by employing a combination of low complexity but less precise color histogram-based image recognition together with more complex image recognition using SIFT descriptors. In addition, our system can seamlessly integrate feedback from the user to improve the robustness of object recognition. Experimental results reveal that our system is computation-efficient and adaptive to slow changes of environmental conditions
Index Terms:
Memory assistant, Wireless sensor networks, Object recognition
Citation:
Dan Xie, Tingxin Yan, Deepak Ganesan, Allen Hanson, "Design and Implementation of a Dual-Camera Wireless Sensor Network for Object Retrieval," ipsn, pp.469-480, 2008 International Conference on Information Processing in Sensor Networks (ipsn 2008), 2008 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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