Evaluation of global image thresholding for change detection
Pattern Recognition Letters
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
The case for multi--tier camera sensor networks
NOSSDAV '05 Proceedings of the international workshop on Network and operating systems support for digital audio and video
Distributed detection and fusion in a large wireless sensor network of random size
EURASIP Journal on Wireless Communications and Networking
Cyclops: in situ image sensing and interpretation in wireless sensor networks
Proceedings of the 3rd international conference on Embedded networked sensor systems
Image change detection algorithms: a systematic survey
IEEE Transactions on Image Processing
Image Registration in Low Resolution Visual Sensor Networks
IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks
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Change detection in images is of great interest due to its relevance in applications such as video surveillance. This paper presents the underlying theoretical problem of image change detection using wireless sensor network. The proposed system consists of multiple image sensors which make local decisions independently and send them to the base station which finally makes a global decision and declares whether a significant change has occurred or not.