DocumentCode
3363144
Title
Research on boundary extraction and fitting analysis for convective clouds based on rerouting strategy
Author
Hui Li ; Xiaohao Xu ; Xinglong Wang
Author_Institution
Coll. of Air Traffic Manage., Univ. of China, Tianjin, China
Volume
5
fYear
2011
fDate
12-14 Aug. 2011
Firstpage
2263
Lastpage
2266
Abstract
The method of boundary extraction of convective clouds was theoretically studied on the basis of image processing and model fitting evaluation theory, with the help of Doppler weather radar echoes. Ellipse and convex polygon was used to fit the extracted boundary of those clouds whose areas are big enough for flights to reroute. The evaluation results show that polygon fitting method is better than ellipse. And the accuracy gradually decreases with the increasing of length-width ratio of clouds. On the contrary, the redundancy gradually increases. In ellipse fitting method, the deviation degree also increases when the length-width ratio increases, while, the value is constant in the method of polygon fitting.
Keywords
Doppler radar; atmospheric boundary layer; atmospheric techniques; clouds; convection; geophysical image processing; image segmentation; meteorological radar; Doppler weather radar echoes; boundary extraction; color image segmentation; convective clouds; convex polygon; ellipse fitting method; image processing; length-width ratio; model fitting evaluation theory; polygon fitting method; rerouting strategy; Clouds; Fitting; Image color analysis; Image edge detection; Image segmentation; Meteorology; Radar; Color Image Segmentation; Edge Extraction; Fitting Assessment; Image J; Rerouting;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
Conference_Location
Harbin, Heilongjiang, China
Print_ISBN
978-1-61284-087-1
Type
conf
DOI
10.1109/EMEIT.2011.6023562
Filename
6023562
Link To Document