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Duration: 4 years (Starting date: July 2010)
Status: Ongoing
Project Contact:
Ehsan Shahamatnia
(ehs@uninova.pt)

Financing:

Under grant number: SFRH/BD/62249/2009

SolATIC - Solar Activity Tracking and Characterization
PhD Research Project
Solar manifestations such as sunspots, filaments, coronal bright points, coronal mass ejections and solar flares are good indicators of solar activity. This research aims to develop techniques for analyzing solar data, namely solar full disk images, and to develop a framework for identification, characterization and tracking solar features. The framework is being developed in a modular way to increase its extendibility and reusability. Currently the focus is on general image processing modules for solar images as well as modules for sunspots and coronal bright points (CBPs). This research puts a special emphasis on tracking solar features, and proposes solutions using evolutionary algorithms (e.g. hybrid of swarm intelligence and snake model algorithms) and fuzzy sets theory. After solar features are detected, the corresponding modules calculate their characterizations such as shape, area, chirality, speed and coordination. The tracking module is responsible for tracing the solar features throughout their life span.

PhD Research Topics
  • Image processing
  • Active contour models
  • Evolutionary computing
  • Swarm intelligence
  • Fuzzy theory
  • Solar physics
  • Space weather
Relevant Publications
Shahamatnia, E., Ebadzadeh, M. M., (2011). Application of Particle Swarm Optimization and Snake Model Hybrid on Medical Imaging, In the proceedings of Third International Workshop on Computational Intelligence in Medical Imaging, CIMI, (IEEE Symposium Series on Computational Intelligence), Paris, France, 11-15 April.

Shahamatnia, E., Dorotovi, I., Ribeiro, R.A., and Fonseca, J.M. (2012) Towards an automatic sunspot tracking: Swarm intelligence and snake model hybrid, Acta Futura, 5, pp.151-159. DOI: 10.2420/AF05.2012.153

Dorotovic, I., Shahamatnia, E., Lorenc, M., Rybanský, M., Ribeiro, R. A., Fonseca, J. M. Sunspots and Coronal Bright Points Tracking using a Hybrid Algorithm of PSO and Active Contour Model. Sun and Geosphere, (submitted).

Rybanský, M., Dorotovi , I., Lorenc, M., Shahamatnia, E., Ribeiro, R. A., Fonseca, J. M. (2012). Searching for a jet Stream, Proceedings of "21st National Solar Physics Meeting, Stará Turá, Slovakia, 18-22 June.

Shahamatnia, E., Dorotovic, I., Ribeiro, R. A., Fonseca , J. M. (2013). A PSO/Snake Hybrid Algorithm for Determining Differential Rotation of Coronal Bright Points, ECTA 2013, (submitted).

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