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Categoria WoS
Titulo: Using Genetic Programming for Charecter Discrimination in Damaged Documents
Tipo: revista internacional
Fecha: 4,2004
Revista: Lecture Notes in Computer Science. Applications of Evolutionary Computing
JCR Journal; Impact Factor: 0.513
Volumen: LNCS 3005
Paginas: 349-358
ISSN: 0302-9743
Editorial: Springer-Verlag
Berlín (Alemania)


This paper presents an application of Genetic Programming (GP) to solve one problem in the field of image processing. This problem is the recovery of a deteriorated old document from the damages caused by centuries. This document was affected by many aggresive agents,mainly by the humidity caused by a wrong storage during many years. This makes this problem particulary hard and unaffordable by other image processing techniques. Recent works have shown how Genetic Algorithms is a technique suitable for this task, but in this paper it will be shown how to obtain better results with GP.

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