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Analogic CNN algorithm for estimating position and size of moving objects

✍ Scribed by Giovanni Costantini; Daniele Casali; Renzo Perfetti


Book ID
102132781
Publisher
John Wiley and Sons
Year
2004
Tongue
English
Weight
251 KB
Volume
32
Category
Article
ISSN
0098-9886

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✦ Synopsis


Abstract

An analogic CNN algorithm is proposed for detection of multiple moving objects in high resolution, grey‐scale images taken from a fixed camera. The algorithm, based on simple 3 Γ— 3 templates, can be implemented using CNN hardware, providing the real‐time operation required in surveillance and traffic control applications. Efficient separation of moving objects from the background is obtained through automatic threshold selection. The performance of the proposed method is shown using real‐life indoor and outdoor video sequences. Copyright Β© 2004 John Wiley & Sons, Ltd.


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