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The Statistical Pattern Recognition of the Weather Conditions Based on the Gray-Scale of Image

The Statistical Pattern Recognition of the Weather Conditions Based on the Gray-Scale of Image

Li-ling Peng, Xiao-rong Gan
Copyright: © 2012 |Volume: 3 |Issue: 3 |Pages: 10
ISSN: 1942-3594|EISSN: 1942-3608|EISBN13: 9781466610736|DOI: 10.4018/jaec.2012070105
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MLA

Peng, Li-ling, and Xiao-rong Gan. "The Statistical Pattern Recognition of the Weather Conditions Based on the Gray-Scale of Image." IJAEC vol.3, no.3 2012: pp.78-87. http://doi.org/10.4018/jaec.2012070105

APA

Peng, L. & Gan, X. (2012). The Statistical Pattern Recognition of the Weather Conditions Based on the Gray-Scale of Image. International Journal of Applied Evolutionary Computation (IJAEC), 3(3), 78-87. http://doi.org/10.4018/jaec.2012070105

Chicago

Peng, Li-ling, and Xiao-rong Gan. "The Statistical Pattern Recognition of the Weather Conditions Based on the Gray-Scale of Image," International Journal of Applied Evolutionary Computation (IJAEC) 3, no.3: 78-87. http://doi.org/10.4018/jaec.2012070105

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Abstract

In this paper, gray-scale of various types of cloud images collected over the Kunming Area were analyzed based on statistical theory and methods in order to achieve recognition of the pattern of the weather conditions. The results show that there are remarkable differences in normal distribution on the gray-scale histogram and the recurrence plot for different weather conditions. It is shown that the gray-scale method is simple, feasible, timely, reliable, and accurate. That would provide theoretical support and methods for meteorological and other related departments.

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