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Snake-based technique for plasmapause tracking

  • Ram M. Kandimalla
  • , Timothy S. Newman
  • , Dennis L. Gallagher
  • Department of Computer Science
  • NASA Marshall Space Flight Center

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Scopus citations

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.

Original languageEnglish
Title of host publicationProceedings of the 17th International Conference on Pattern Recognition, ICPR 2004
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages376-379
Number of pages4
ISBN (Print)0769521282
DOIs
StatePublished - 2004
Externally publishedYes
Event17th International Conference on Pattern Recognition, ICPR 2004 - Cambridge, United Kingdom
Duration: Aug 23 2004Aug 26 2004

Publication series

NameProceedings - International Conference on Pattern Recognition
Volume4
ISSN (Print)1051-4651

Conference

Conference17th International Conference on Pattern Recognition, ICPR 2004
Country/TerritoryUnited Kingdom
CityCambridge
Period08/23/0408/26/04

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