Experiments with Genetic Programming for Active Vision Tasks
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @Misc{oai:CiteSeerPSU:160647,
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title = "Experiments with Genetic Programming for Active Vision
Tasks",
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author = "Jay F. Winkeler and B. S. Manjunath",
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howpublished = "CiteSeer",
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year = "1997",
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keywords = "genetic algorithms, genetic programming",
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annote = "The Pennsylvania State University CiteSeer Archives",
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language = "en",
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oai = "oai:CiteSeerPSU:160647",
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rights = "unrestricted",
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URL = "http://citeseer.ist.psu.edu/cache/papers/cs/1845/http:zSzzSzvivaldi.ece.ucsb.eduzSzuserszSzjayzSzPAPERSzSzucsb_97_19.pdf/experiments-with-genetic-programming.pdf",
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URL = "http://citeseer.ist.psu.edu/160647.html",
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size = "16 pages",
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abstract = "This paper examines genetic programming as a machine
learning technique for active vision. Genetic
programming can be used as a reinforcement learning
technique to learn solutions to complex problems based
solely on performance at the overall task. Solutions
for camera calibration and target tracking are learned
by this method. The camera calibration solutions are
marginally better than second order least-squares
approximations. A solution to the task of tracking a
moving target is learned without requiring camera
calibration or motion detection to be solved
separately. The human effort required to achieve these
solutions remains nearly constant despite the
increasing difficulty of the tasks.",
- }
Genetic Programming entries for
Jay F Winkeler
B S Manjunath
Citations