Using Genetic Programming for Character Discrimination in Damaged Documents

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InProceedings{rivero:evows04,

• author = "Daniel Rivero and Juan R. Rabu\~nal and Juli\'an Dorado and Alejandro Pazos",
• title = "Using Genetic Programming for Character Discrimination in Damaged Documents",
• booktitle = "Applications of Evolutionary Computing, EvoWorkshops2004: {EvoBIO}, {EvoCOMNET}, {EvoHOT}, {EvoIASP}, {EvoMUSART}, {EvoSTOC}",
• year = "2004",
• month = "5-7 " # apr,
• editor = "Guenther R. Raidl and Stefano Cagnoni and Jurgen Branke and David W. Corne and Rolf Drechsler and Yaochu Jin and Colin R. Johnson and Penousal Machado and Elena Marchiori and Franz Rothlauf and George D. Smith and Giovanni Squillero",
• series = "LNCS",
• volume = "3005",
• address = "Coimbra, Portugal",
• publisher = "Springer Verlag",
• publisher_address = "Berlin",
• pages = "349--358",
• keywords = "genetic algorithms, genetic programming, evolutionary computation",
• ISBN = "3-540-21378-3",
• DOI = "doi:10.1007/978-3-540-24653-4_36",
• abstract = "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 aggressive agents, mainly by the humidity caused by a wrong storage during many years. This makes this problem particularly 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.",
• notes = "EvoWorkshops2004",

}

Genetic Programming entries for Daniel Rivero Cebrian Juan Ramon Rabunal Dopico Julian Dorado Alejandro Pazos Sierra

Citations