Thieu, H. and Pham, M. (2020) A novel three steps method for forest parameters extraction using PolInSAR images. In: 13th International Conference on Advanced Technologies for Communications, ATC 2020, 8 October 2020 through 10 October 2020.
A novel three steps method for forest parameters extraction using PolInSAR images.pdf
Download (891kB) | Preview
Abstract
The accuracy of ground phase and volume only coherence estimation are decisive factors to the efficient of the estimated forest height using PolInSAR data. This article approaches a novel three steps method to enhance the ground phase as well as forest height estimation from PolInSAR data. The ground phase is extracted from two fist steps by using conditional optimization approach. In the last steps, the forest parameters are retrieved from the optimal loop by using two optimum coherence channel without any prior information. The accuracy of the suggested method was applied with PolInSAR simulated data, which is generated from PolSARprosim 5.2 software. Experimental results indicate that the proposed method has improved the accuracy of the estimated forest height compared to Tayebe method by more than 1.1m © 2020 IEEE.
Item Type: | Conference or Workshop Item (Paper) |
---|---|
Divisions: | Faculties > Faculty of Radio-Electronic Engineering |
Identification Number: | 10.1109/ATC50776.2020.9255462 |
Uncontrolled Keywords: | Radar; Coherence estimation; Forest height; Forest parameters; Ground phase; Optimization approach; POLinSAR; Prior information; Three steps method; Forestry |
Additional Information: | Conference code: 165033. Language of original document: English. |
URI: | http://eprints.lqdtu.edu.vn/id/eprint/8903 |