Efficient evolutionary image processing using genetic programming: Reducing computation time for generating feature images of the Automatically Construction of Tree-Structural Image Transformation (ACTIT)
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gp-bibliography.bib Revision:1.8081
- @InProceedings{Bai:2010:ISDA,
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author = "Haiying Bai and Noriko Yata and Tomoharu Nagao",
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title = "Efficient evolutionary image processing using genetic
programming: Reducing computation time for generating
feature images of the Automatically Construction of
Tree-Structural Image Transformation (ACTIT)",
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booktitle = "10th International Conference on Intelligent Systems
Design and Applications (ISDA 2010)",
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year = "2010",
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month = nov # " 29-" # dec # " 1",
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pages = "302--307",
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abstract = "Using well-established techniques of Genetic
Programming (GP), we automatically optimise image
feature filters over several inputs and within
transformation images, improving the Automatic
Construction of Tree-Structural Image Transformation
(ACTIT) system. Our objective is to also produce
optimal solutions in substantially less computation
time than require for generating features of ACTIT. We
improved the algorithm feature filters in the process
through GP, which are expressed by trees in Automatic
Construction of Tree-Structural Image Transformation,
to reduce computation time. Through our
experimentation, we show that our new approach is
accurate and requires less computation time by
maintaining the feature images in conjunction with the
original images.",
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keywords = "genetic algorithms, genetic programming, ACTIT,
automatically construction of tree-structural image
transformation, evolutionary image processing, image
feature filters, transformation images, image
processing",
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DOI = "doi:10.1109/ISDA.2010.5687249",
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notes = "Grad. Sch. of Environ. & Inf. Sci., Yokohama Nat.
Univ., Yokohama, Japan. Also known as \cite{5687249}",
- }
Genetic Programming entries for
Hai Ying Bai
Noriko Yata
Tomoharu Nagao
Citations