Title :
An Optimized Algorithm for InSAR Phase Unwrapping Based on Particle Filtering, Matrix Pencil, and Region-Growing Techniques
Author :
Martinez-Espla, Juan J. ; Martinez-Marin, Tomas ; Lopez-Sanchez, Juan M.
Author_Institution :
Dept. de Fis., Ing. de Sist. y Teor. de la Serial, Univ. de Alicante, Alicante, Spain
Abstract :
This letter presents a new phase unwrapping algorithm for synthetic aperture radar interferometry which combines a particle filter, a matrix-pencil (MP) local slope estimator, and an optimized region-growing technique. The advantages of the new method rely on the following contributions: The MP estimator provides better resolution to the local slope estimation, the particle filter enables simultaneous unwrapping and filtering without a priori statistics constraints, and the implemented region-growing technique adds diversity of unwrapping paths and ensures an optimum solution. Results introduced in this letter illustrate the main aspects of the new approach.
Keywords :
particle filtering (numerical methods); radar interferometry; synthetic aperture radar; InSAR phase unwrapping; local slope estimator; matrix pencil; optimized algorithm; particle filtering; phase unwrapping algorithm; region-growing technique; synthetic aperture radar interferometry; Matrix pencil (MP); particle filter; phase unwrapping (PU); region growing; state space; synthetic aperture radar (SAR) interferometry;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2009.2026496