Learning and Recognition of Hand-drawn Shapes using Generative Genetic Programming

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@InProceedings{jaskowski:evows07,

• author = "Wojciech Jaskowski and Krzysztof Krawiec and Bartosz Wieloch",
• title = "Learning and Recognition of Hand-drawn Shapes using Generative Genetic Programming",
• booktitle = "Applications of Evolutionary Computing, EvoWorkshops2007: {EvoCOMNET}, {EvoFIN}, {EvoIASP}, {EvoInteraction}, {EvoMUSART}, {EvoSTOC}, {EvoTransLog}",
• year = "2007",
• month = "11-13 " # apr,
• editor = "Mario Giacobini and Anthony Brabazon and Stefano Cagnoni and Gianni A. {Di Caro} and Rolf Drechsler and Muddassar Farooq and Andreas Fink and Evelyne Lutton and Penousal Machado and Stefan Minner and Michael O'Neill and Juan Romero and Franz Rothlauf and Giovanni Squillero and Hideyuki Takagi and A. Sima Uyar and Shengxiang Yang",
• series = "LNCS",
• volume = "4448",
• publisher = "Springer Verlag",
• address = "Valencia, Spain",
• pages = "281--290",
• keywords = "genetic algorithms, genetic programming",
• isbn13 = "978-3-540-71804-8",
• DOI = "doi:10.1007/978-3-540-71805-5_31",
• abstract = "We describe a novel method of evolutionary visual learning that uses generative approach for assessing learner's ability to recognise image contents. Each learner, implemented as a genetic programming individual, processes visual primitives that represent local salient features derived from a raw input raster image. In response to that input, the learner produces partial reproduction of the input image, and is evaluated according to the quality of that reproduction. We present the method in detail and verify it experimentally on the real-world task of recognition of hand-drawn shapes.",
• notes = "EvoWorkshops2007",

}

Genetic Programming entries for Wojciech Jaskowski Krzysztof Krawiec Bartosz Wieloch

Citations