Feature Extraction and Classification by Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.9194

@InProceedings{conf/icvs/OechsleC08,

• title = "Feature Extraction and Classification by Genetic Programming",
• author = "Olly Oechsle and Adrian F. Clark",
• bibdate = "2008-05-15",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/icvs/icvs2008.html#OechsleC08",
• booktitle = "6th International Conference Computer Vision Systems, ICVS 2008",
• publisher = "Springer",
• year = "2008",
• volume = "5008",
• editor = "Antonios Gasteratos and Markus Vincze and John K. Tsotsos",
• isbn13 = "978-3-540-79546-9",
• pages = "131--140",
• series = "Lecture Notes in Computer Science",
• DOI = "10.1007/978-3-540-79547-6_13",
• address = "Santorini, Greece",
• month = may # " 12-15",
• keywords = "genetic algorithms, genetic programming",
• size = "10 pages",
• abstract = "This paper explores the use of genetic programming for constructing vision systems. A two-stage approach is used, with separate evolution of the feature extraction and classification stages. The strategy taken for the classifier is to evolve a set of partial solutions, each of which works for a single class. It is found that this approach is significantly faster than conventional genetic programming, and frequently results in a better classifier. The effectiveness of the approach is explored on three classification problems.",

}

Genetic Programming entries for Olly Oechsle Adrian F Clark

Citations