Coevolution and Linear Genetic Programming for Visual Learning
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- @InProceedings{bhanu:2003:gecco,
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author = "Krzysztof Krawiec and Bir Bhanu",
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title = "Coevolution and Linear Genetic Programming for Visual
Learning",
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booktitle = "Genetic and Evolutionary Computation -- GECCO-2003",
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editor = "E. Cant{\'u}-Paz and J. A. Foster and K. Deb and
D. Davis and R. Roy and U.-M. O'Reilly and H.-G. Beyer and
R. Standish and G. Kendall and S. Wilson and
M. Harman and J. Wegener and D. Dasgupta and M. A. Potter and
A. C. Schultz and K. Dowsland and N. Jonoska and
J. Miller",
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year = "2003",
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pages = "332--343",
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address = "Chicago",
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publisher_address = "Berlin",
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month = "12-16 " # jul,
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volume = "2723",
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series = "LNCS",
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ISBN = "3-540-40602-6",
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publisher = "Springer-Verlag",
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keywords = "genetic algorithms, genetic programming, Coevolution",
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DOI = "doi:10.1007/3-540-45105-6_39",
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abstract = "a novel genetically-inspired visual learning method is
proposed. Given the training images, this general
approach induces a sophisticated feature-based
recognition system, by using cooperative coevolution
and linear genetic programming for the procedural
representation of feature extraction agents. The paper
describes the learning algorithm and provides a firm
rationale for its design. An extensive experimental
evaluation, on the demanding real-world task of object
recognition in synthetic aperture radar (SAR) imagery,
shows the competitiveness of the proposed approach with
human-designed recognition systems.",
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notes = "GECCO-2003. A joint meeting of the twelfth
International Conference on Genetic Algorithms
(ICGA-2003) and the eighth Annual Genetic Programming
Conference (GP-2003)",
- }
Genetic Programming entries for
Krzysztof Krawiec
Bir Bhanu
Citations