Active Handwritten Character Recognition using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8081

@InProceedings{teredesai:2001:EuroGP,

• author = "Ankur Teredesai and J. Park and Venugopal Govindaraju",
• title = "Active Handwritten Character Recognition using Genetic Programming",
• booktitle = "Genetic Programming, Proceedings of EuroGP'2001",
• year = "2001",
• editor = "Julian F. Miller and Marco Tomassini and Pier Luca Lanzi and Conor Ryan and Andrea G. B. Tettamanzi and William B. Langdon",
• volume = "2038",
• series = "LNCS",
• pages = "371--379",
• address = "Lake Como, Italy",
• publisher_address = "Berlin",
• month = "18-20 " # apr,
• organisation = "EvoNET",
• publisher = "Springer-Verlag",
• keywords = "genetic algorithms, genetic programming, Pattern Recognition, Active Character Recognition, Digit Recognition, Handwritten digit classification: Poster",
• ISBN = "3-540-41899-7",
• DOI = "doi:10.1007/3-540-45355-5_30",
• size = "10 pages",
• abstract = "This paper is intended to demonstrate the effective use of genetic programming in handwritten character recognition. When the resources used by the classifier increase incrementally and depend on the complexity of classification task, we term such a classifier as active. The design and implementation of active classifiers based on genetic programming principles becomes very simple and efficient. Genetic Programming has helped optimize handwritten character recognition problem in terms of feature set selection. We propose an implementation with dynamism in pre-processing and classification of handwritten digit images. This paradigm will supplement existing methods by providing better performance in terms of accuracy and processing time per image for classification. Different levels of informative detail can be present in image data and our proposed paradigm helps highlight these information rich zones. We compare our performance with passive and active handwritten digit classification schemes that are based on other pattern recognition techniques.",
• notes = "EuroGP'2001, part of \cite{miller:2001:gp}",

}

Genetic Programming entries for Ankur M Teredesai Jaehwa Park Venugopal Govindaraju

Citations