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Properties of BV-G Structures + Textures Decomposition Models. Application to Road Detection in Satellite Images

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2 Author(s)
Gilles, J. ; Espace Obs. Renseignement et Drones Dept., Direction Generate pour l''Armement/Centre d''Expertise Parisien, Arcueil, France ; Meyer, Y.

In this paper, we present some theoretical results about a structures-textures image decomposition model which was proposed by the second author. We prove a theorem which gives the behavior of this model in different cases. Finally, as a consequence of the theorem we derive an algorithm for the detection of long and thin objects applied to a road networks detection application in aerial or satellite images.

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Image Processing, IEEE Transactions on  (Volume:19 ,  Issue: 11 )