Genetic programming based classifier in Viola-Jones RapidMiner Image Mining Extension

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Karasek:2013:TSP,

• author = "Jan Karasek and Radim Burget and Jan Masek and Ondrej Benda",
• title = "Genetic programming based classifier in {Viola-Jones} {RapidMiner} Image Mining Extension",
• booktitle = "36th International Conference on Telecommunications and Signal Processing (TSP 2013)",
• year = "2013",
• month = "2-4 " # jul,
• pages = "872--876",
• keywords = "genetic algorithms, genetic programming, Classification Tree, Image Mining Extension, Object Classification, RapidMiner",
• DOI = "doi:10.1109/TSP.2013.6614064",
• abstract = "This paper presents a new approach to the classifier design used in the Viola-Jones object detector implemented in Radpid-Miner Image Mining Extension. The new approach to the classifier design proposed in this paper is in fact creation of a classification tree designed by a genetic programming algorithm. The resulting classifier is used as an alternative approach to the standard cascade classifier designed by a genetic algorithm. In this paper, a classifier design is shown, the incorporation into the Viola-Jones operator is described, and experimental results of face classification process are depicted and compared to the standard cascade classifier designed by genetic algorithm.",
• notes = "Also known as \cite{6614064}",

}

Genetic Programming entries for Jan Karasek Radim Burget Jan Masek Ondrej Benda

Citations