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 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 is a technique suitable for this task, but in this paper it will be shown how to obtain better results with GP. © Springer-Verlag 2004.
Cite
CITATION STYLE
Rivero, D., Rabuñal, J. R., Dorado, J., & Pazos, A. (2004). Using genetic programming for character discrimination in damaged documents. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3005, 349–358. https://doi.org/10.1007/978-3-540-24653-4_36
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