Genetic Programming for Object Detection
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{Winkeler:1997:GPod,
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author = "Jay F. Winkeler and B. S. Manjunath",
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title = "Genetic Programming for Object Detection",
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booktitle = "Genetic Programming 1997: Proceedings of the Second
Annual Conference",
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editor = "John R. Koza and Kalyanmoy Deb and Marco Dorigo and
David B. Fogel and Max Garzon and Hitoshi Iba and
Rick L. Riolo",
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year = "1997",
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month = "13-16 " # jul,
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keywords = "genetic algorithms, genetic programming",
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pages = "330--335",
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address = "Stanford University, CA, USA",
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publisher_address = "San Francisco, CA, USA",
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publisher = "Morgan Kaufmann",
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URL = "http://vision.ece.ucsb.edu/publications/97GP.pdf",
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URL = "http://citeseer.ist.psu.edu/191181.html",
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size = "6 pages",
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abstract = "This paper examines genetic programming as a machine
learning technique in the context of object detection.
Object detection is performed on image features and on
gray-scale images themselves, with different goals. The
generality of the solutions discovered, over the
training set and over a wider range of images, is
tested in both cases. Using genetic programming as a
means of testing the utility of algorithms is also
explored. Two programs generated using different
features are hierarchically combined, improving the
results to 1.4percent false negatives on an untrained
image, while saving processing.",
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notes = "GP-97",
- }
Genetic Programming entries for
Jay F Winkeler
B S Manjunath
Citations