Title :
Snake-based technique for plasmapause tracking
Author :
Kandimalla, Ram M. ; Newman, Timothy S. ; Gallagher, Dennis L.
Author_Institution :
Dept. of Comput. Sci., Alabama Univ., Huntsville, AL, USA
Abstract :
A new approach to tracking the boundary of the plasmasphere (i.e., the plasmapause) in a time-series of satellite images of the Earth is described. The approach is based on the active contour models (snakes) and exploits prior knowledge of the plasmasphere to automatically initialize and refine the snake´s position in each image, it then uses a greedy minimization scheme to drive the snake toward the plasmapause in each image. A Voronoi diagram is used to restrict the snake evolution to ensure that the snake does not loop over itself. Correspondences between successive images are established using a radial alignment process. The approach aids in quantifying plasmasphere changes, which are key indicators of the impact of solar events on the Earth´s magnetosphere.
Keywords :
Earth; atmospheric techniques; computational geometry; greedy algorithms; image processing; magnetosphere; time series; Voronoi diagram; greedy minimization scheme; plasmapause tracking; plasmasphere; satellite images; snake-based technique; time-series; Active contours; Computer science; Earth; Image segmentation; Image sensors; NASA; Nuclear and plasma sciences; Plasma density; Satellites; Storms;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1333781