Automatic Mineral Identification Using Genetic Programming
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- @Article{ross:2002:mva,
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author = "Brian J. Ross and Frank Fueten and Dmytro Y. Yashkir",
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title = "Automatic Mineral Identification Using Genetic
Programming",
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journal = "Machine Vision and Applications",
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year = "2001",
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volume = "13",
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number = "2",
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pages = "61--69",
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keywords = "genetic algorithms, genetic programming, mineral
classification, feature space thresholding",
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URL = "http://www.cosc.brocku.ca/~bross/research/machvisapps.pdf",
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URL = "http://citeseer.ist.psu.edu/507315.html",
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DOI = "doi:10.1007/PL00013273",
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abstract = "Automatic mineral identification using evolutionary
computation technology is discussed. Thin sections of
mineral samples are photographed digitally using a
computer-controlled rotating polarizer stage on a
petrographic microscope. A suite of image processing
functions is applied to the images. Filtered image data
for identified mineral grains is then selected for use
as training data for a genetic programming system,
which automatically synthesizes computer programs that
identify these grains. The evolved programs use a
decision tree structure that compares the mineral image
values with one other, resulting in a thresholding
analysis of the multi-dimensional colour and textural
space of the mineral images",
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notes = "See also \cite{oai:CiteSeerPSU:369249}",
- }
Genetic Programming entries for
Brian J Ross
Frank Fueten
Dmytro Y Yashkir
Citations