Current Topics in Artificial Intelligence | Zendy

R. Marı́n | Zendy; Eva Onaindía | Zendy; Alberto Bugarín | Zendy; J.V. Araújo dos Santos | Zendy

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Current Topics in Artificial Intelligence

Author(s) -

R. Marı́n,

Eva Onaindía,

Alberto Bugarín,

J.V. Araújo dos Santos

Publication year - 2006

Publication title -

lecture notes in computer science

Language(s) - English

Resource type - Book series

SCImago Journal Rank - 0.249

H-Index - 400

eISSN - 1611-3349

pISSN - 0302-9743

DOI - 10.1007/11881216

Subject(s) - computer science , current (fluid) , artificial intelligence , electrical engineering , engineering

The aim of image segmentation is the partition of the image in homogeneous regions. In this paper we propose an approximation based on Markov Random Fields (MRF) able to perform correct segmentation in real time using colour information. In a first approximation a simulated annealing approach is used to obtain the optimal segmentation. This segmentation will be improved using an adaptive threshold algorithm, to achieve real time. The experiment results using the proposed segmentation prove its correctness, both for the obtained labelling and for the response time.Proyecto de la Generalitat Valenciana GV04B68

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