Title :
Base on CNN and polyfit for analysis radar image
Author :
Xu, Wen-xia ; Li, Guo-dong
Author_Institution :
Xinjiang Weather Modification Office, Urumqi, China
Abstract :
In this paper, we combine cell nerve network (CNN) and polynomial to processed radar image. Then analysis the image with polynomial fitting. We enlarge eight times of the key part of the radar image, and then detect the edge of the image. Dug some data as information. At last we find some regular to distinguish the cloud with hail or not. We find those are useful way for forecasting of hail.
Keywords :
polynomials; radar imaging; cell nerve network; polyfit; polynomial fitting; radar image analysis; Cellular neural networks; Cybernetics; Image analysis; Machine learning; Radar imaging; 5-degree polynomials fitting; CNN; Edge detection; Hail identification; Radar image;
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
DOI :
10.1109/ICMLC.2009.5212571
