Automatic Flamingo detection using a multiple birth and death process (original) (raw)

2008 IEEE International Conference on Acoustics, Speech and Signal Processing, 2008

Abstract

Here we present a new approach to automatically detect and count breeding greater flamingos (Phoenicopterus Roseus) on aerial photographs of their colonies. We consider a stochastic approach based on object processes also called marked point processes. The objects represent flamingos which are defined as ellipses. We formulate a Gibbs density, associated with the marked point process of ellipses, which is

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