TY - GEN
T1 - Cyclone tracking using multiple satellite image sources
AU - Panangadan, Anand
AU - Ho, Shen Shyang
AU - Talukder, Ashit
PY - 2009
Y1 - 2009
N2 - We present an automated cyclone tracking system that uses images from multiple satellite sources. The system tracks cyclones using infrared images from a Geostationary Operational Environmental Satellite (GOES), precipitation images derived from five satellite sources, and ocean surface wind field satellite images. The system consists of three main components: (i) data preprocessing steps for each data source, (ii) cyclone eye detection algorithms for each data source, and (iii) a filter-based tracker that integrates the eye detection results from each data source. Experimental results show that our prototype system is operationally feasible and has better performance than our prior cyclone tracking system.
AB - We present an automated cyclone tracking system that uses images from multiple satellite sources. The system tracks cyclones using infrared images from a Geostationary Operational Environmental Satellite (GOES), precipitation images derived from five satellite sources, and ocean surface wind field satellite images. The system consists of three main components: (i) data preprocessing steps for each data source, (ii) cyclone eye detection algorithms for each data source, and (iii) a filter-based tracker that integrates the eye detection results from each data source. Experimental results show that our prototype system is operationally feasible and has better performance than our prior cyclone tracking system.
UR - https://www.scopus.com/pages/publications/74049152846
UR - https://www.scopus.com/inward/citedby.url?scp=74049152846&partnerID=8YFLogxK
U2 - 10.1145/1653771.1653836
DO - 10.1145/1653771.1653836
M3 - Conference contribution
AN - SCOPUS:74049152846
SN - 9781605586496
T3 - GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems
SP - 428
EP - 431
BT - 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2009
T2 - 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2009
Y2 - 4 November 2009 through 6 November 2009
ER -