DocumentCode
3597583
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
Volume
1
fYear
2009
Firstpage
149
Lastpage
153
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2009 International Conference on
Print_ISBN
978-1-4244-3702-3
Electronic_ISBN
978-1-4244-3703-0
Type
conf
DOI
10.1109/ICMLC.2009.5212571
Filename
5212571
Link To Document