A Relevance Feedback Method based on Genetic Programming for Classification of Remote Sensing Images

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@Article{Santos2010,

• author = "J. A. {dos Santos} and C. D. Ferreira and R. {da S. Torres} and M. A. Goncalves and R. A. C. Lamparelli",
• title = "A Relevance Feedback Method based on Genetic Programming for Classification of Remote Sensing Images",
• journal = "Information Sciences",
• year = "2011",
• volume = "181",
• number = "12",
• pages = "2671--2684",
• month = "1 " # jul,
• keywords = "genetic algorithms, genetic programming, content-based image retrieval, region descriptors, relevance feedback, remote sensing image classification",
• ISSN = "0020-0255",
• annote = "The Pennsylvania State University CiteSeerX Archives",
• bibsource = "OAI-PMH server at citeseerx.ist.psu.edu",
• language = "en",
• oai = "oai:CiteSeerX.psu:10.1.1.460.574",
• rights = "Metadata may be used without restrictions as long as the oai identifier remains attached to it.",
• DOI = "doi:10.1016/j.ins.2010.02.003",
• URL = "http://www.sciencedirect.com/science/article/B6V0C-4YBMF9K-2/2/7be908a0802e1675ad8e8258bfbc4e01",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.460.574",
• URL = "http://www.ic.unicamp.br/~jsantos/pdf/santos2011is.pdf",
• size = "14 pages",
• abstract = "This paper presents an interactive technique for remote sensing image classification. In our proposal, users are able to interact with the classification system, indicating regions of interest (and those which are not). This feedback information is employed by a genetic programming approach to learning user preferences and combining image region descriptors that encode spectral and texture properties. Experiments demonstrate that the proposed method is effective for image classification tasks and outperforms the traditional MaxVer method.",

}

Genetic Programming entries for Jefersson Alex dos Santos Cristiano Dalmaschio Ferreira Ricardo da Silva Torres Marcos Andre Goncalves Rubens Augusto Camargo Lamparelli

Citations