Application of Swarm-Based Optimization to Forest Height Estimation in PolInSAR
Conference: EUSAR 2024 - 15th European Conference on Synthetic Aperture Radar
04/23/2024 - 04/26/2024 at Munich, Germany
Proceedings: EUSAR 2024
Pages: 5Language: englishTyp: PDF
Authors:
Lee, Seung-Jae; Chae, Sung-Ho
Abstract:
In this study, we utilize swarm-based optimization (SBO) techniques to retrieve the forest height (FH) in polarimetric synthetic aperture radar interferometry (PolInSAR) inversion. Two physical models, which are the random-volume-overground (RVoG) and the simplified version of random-motion-over-ground (RMoG) models are used to relate the quadpolarimetric SAR observations to the FH. In the results obtained using both the simulated and real data, the SBO method exhibit the better FH estimation results than the conventional method.