DocumentCode :
461976
Title :
Shape Analysis and Spatio-Temporal Tracking of Mesoscale Eddies in Miami Isopycnic Coordinate Ocean Model
Author :
Moolani, Veena ; Balasubramanian, Ramprasad ; Shen, Li ; Tandon, Amit
Author_Institution :
Dept. of Comput. & Inf. Sci., Massachusetts Univ., Dartmouth, MA
fYear :
2006
fDate :
14-16 June 2006
Firstpage :
663
Lastpage :
670
Abstract :
Detection and analysis of ocean surface phenomena have so far relied on manual analysis of long sequences of satellite images or images produced from the mathematical models. In this paper a technique for the three-dimensional shape analysis and spato-temporall tracking of mesoscale eddies from MICOM dataset is presented. Mesoscale eddies play a strong role in carrying heat poleward. The shape analysis of eddies provides a volumetric estimation which can be further used to determine the heat trapped in eddies. Eddies are detected and the region of swirling currents around the detected center is segmented. Segmented eddies are stacked to generate 3D visualization. A 3D skeleton is obtained with the centroids of all the layers in the segmented eddy and represented parametrically. Coefficients of the parametric representation are used for motion tracking of eddies.
Keywords :
data visualisation; geophysical techniques; geophysics computing; image motion analysis; oceanography; 3D shape analysis; 3D skeleton; 3D visualization; MICOM dataset; Miami isopycnic coordinate ocean model; heat poleward; mathematical models; mesoscale eddies; motion tracking; ocean surface phenomena; satellite images; spatio-temporal tracking; spato-temporall tracking; volumetric estimation; Image analysis; Image sequence analysis; Mathematical model; Oceans; Satellites; Sea surface; Shape; Skeleton; Tracking; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
3D Data Processing, Visualization, and Transmission, Third International Symposium on
Conference_Location :
Chapel Hill, NC
Print_ISBN :
0-7695-2825-2
Type :
conf
DOI :
10.1109/3DPVT.2006.126
Filename :
4155787
Link To Document :
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