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Using Genetic Programming for Character Discrimination in Damaged Documents

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Applications of Evolutionary Computing, EvoWorkshops2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, EvoSTOC, том 3005 из LNCS, стр. 349--358. Coimbra, Portugal, Springer Verlag, (5-7 April 2004)

Аннотация

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 particularly hard and unaffordable by other image processing techniques. Recent works have shown how Genetic Algorithms are a suitable technique suitable but we show how we can obtain better results with GP.

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