This paper deals with a memetic algorithm for the reconstruction of binary images, by using their projections along four directions. The algorithm generates by network flows a set of initial images according to two of the input projections and lets them evolve toward a solution that can be optimal or close to the optimum. Switch and compactness operators improve the quality of the reconstructed images which belong to a given generation, while the selection of the best image addresses the evolution to an optimal output.
DI GESU' V, LO BOSCO G, MILLONZI F, VALENTI C (2008). A Memetic Algorithm for Binary Image Reconstruction. In V.E. Brimkov, R.P. Barneva, H.A. Hauptman (a cura di), Combinatorial Image Analysis,12th International Workshop, IWCIA 2008, Buffalo, NY, USA, April 7-9, 2008. Proceedings (pp. 384-395) [10.1007/978-3-540-78275-9_34].
A Memetic Algorithm for Binary Image Reconstruction
DI GESU', Vito;LO BOSCO, Giosue';MILLONZI, Filippo;VALENTI, Cesare Fabio
2008-01-01
Abstract
This paper deals with a memetic algorithm for the reconstruction of binary images, by using their projections along four directions. The algorithm generates by network flows a set of initial images according to two of the input projections and lets them evolve toward a solution that can be optimal or close to the optimum. Switch and compactness operators improve the quality of the reconstructed images which belong to a given generation, while the selection of the best image addresses the evolution to an optimal output.
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