Automatic Construction of Gaussian-Based Edge Detectors Using Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{Fu:evoapps13a,
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author = "Wenlong Fu and Mark Johnston and Mengjie Zhang",
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title = "Automatic Construction of Gaussian-Based Edge
Detectors Using Genetic Programming",
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booktitle = "Applications of Evolutionary Computing,
EvoApplications 2013: EvoCOMNET, EvoCOMPLEX, EvoENERGY,
EvoFIN, EvoGAMES, EvoIASP, EvoINDUSTRY, EvoNUM, EvoPAR,
EvoRISK, EvoROBOT, EvoSTOC",
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year = "2013",
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month = "3-5 " # apr,
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editor = "Anna I. Esparcia-Alcazar and Antonio Della Cioppa and
Ivanoe {De Falco} and Ernesto Tarantino and
Carlos Cotta and Robert Schaefer and Konrad Diwold and
Kyrre Glette and Andrea Tettamanzi and
Alexandros Agapitos and Paolo Burrelli and J. J. Merelo and
Stefano Cagnoni and Mengjie Zhang and Neil Urquhart and Kevin Sim and
Aniko Ekart and Francisco {Fernandez de Vega} and
Sara Silva and Evert Haasdijk and Gusz Eiben and
Anabela Simoes and Philipp Rohlfshagen",
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series = "LNCS",
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volume = "7835",
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publisher = "Springer Verlag",
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address = "Vienna",
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publisher_address = "Berlin",
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pages = "365--375",
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organisation = "EvoStar",
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keywords = "genetic algorithms, genetic programming, Edge
Detection, Gaussian Filter",
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isbn13 = "978-3-642-37191-2",
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DOI = "doi:10.1007/978-3-642-37192-9_37",
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size = "11 pages",
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abstract = "Gaussian-based edge detectors have been developed for
many years, but there are still problems with how to
set scales for Gaussian filters and how to combine
Gaussian filters. In order to address both problems, a
Genetic Programming (GP) system is proposed to
automatically choose scales for Gaussian filters and
automatically combine Gaussian filters. In this study,
the GP system is used to construct rotation invariant
Gaussian-based edge detectors based on a benchmark
image dataset. The experimental results show that the
GP evolved Gaussian-based edge detectors are better
than the Gaussian gradient and rotation invariant
surround suppression to extract edge features.",
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notes = "
EvoApplications2013 held in conjunction with
EuroGP2013, EvoCOP2013, EvoBio'2013 and EvoMusArt2013",
- }
Genetic Programming entries for
Wenlong Fu
Mark Johnston
Mengjie Zhang
Citations