Recognition of Stratiform Clouds Based on Texture Features

摘要：

Cloud is the basis of precipitation, and the precipitation caused by stratiform clouds is wide-scale and continuous, which exerts an important impact on agriculture, navigation, spaceflight and so on. At present, there is no mature specific equipment or technology internationally to automatically recognize the cloud form. By extracting the cloud area and using the Gabor filter to extract the texture feature value. This paper uses support vector machine to identify the stratiform clouds, and analyzed and compared the various parameters of the support vector machine. By computer simulation, it shows that identification of stratiform clouds based on texture features extracted by Gabor with support vector machines has a high recognition rate.

关键词： Stratiform clouds texture analysis gabor texture feature Support Vector Machine(SVM)

作者: WenTing-Cui Ling Yang MingYuan-Xie Feng Ling YiJun-Zhang WenCan-Liu

作者单位: Chengdu University of Information Technology Chengdu ,China

会议类型: 国际会议

会议名称: 2010 IEEE 10th International Conference on Signal Processing(第十届信号处理国际会议 ICSP 2010)

会议地点: 北京

会议语种:英文

页码: 861-864

在线出版日期: 2010-08-24（万方平台首次上网日期，不代表论文的发表时间）