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Particle Filter Modification using Kalman Optimal Filtering Method as Applied to Road Detection from Satellite Images
Abstract
In the paper recursive state estimation approach is presented as applied to satellite images. Especially, a model of dynamic systems of the non-linear and non-Gaussian systems is presented, and finally the Kalman filter and particle filter and an integration of both is figured out. Special attention is paid to the application for satellite image analysis.
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- Category:
- Conference activity
- Type:
- publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
- Title of issue:
- MIKON 2014 strony 71 - 73
- Language:
- English
- Publication year:
- 2014
- Bibliographic description:
- Demkowicz J.: Particle Filter Modification using Kalman Optimal Filtering Method as Applied to Road Detection from Satellite Images// MIKON 2014/ : , 2014, s.71-73
- Verified by:
- Gdańsk University of Technology
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