Title :
Persistent scatterers detection in open area in high resolution SAR imagery — Case study: Sendai, Japan
Author :
Shalev, Amir ; Yagev, Amotz ; August, Yitzhak ; Blumberg, Dan G. ; Rotman, Stanley R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
Abstract :
The PS-InSAR method results are highly depending on the Persistent Scatters Candidate (PSC) selection process. This study implements a new algorithm for detection of PSC in open fields and natural areas based on high resolution TerraSAR-X images. The main challenge in PSC detection in natural areas is the lack of strong reflected targets in these areas. This cause high number of diverted targets, or low number of true PS targets (depend on the thresholds). Conventional methods for PS detection are highly depending on the fine calibration, and on the scaling of the target within the resolution cell. Our method is more robust since it less depends on fine calibration, and not depends on the target gain. The method consists of two main steps. The first step is definition of a PSC target character i.e. its amplitude time signature (ATS). The second step is detection of pixels with the same (close enough) temporal signature cone, this way strong and weak reflectors get the same chance to be a mark as a target.
Keywords :
image resolution; radar detection; radar imaging; radar interferometry; synthetic aperture radar; PS-InSAR method; PSC selection process; TerraSAR-X image; amplitude time signature; high resolution SAR imagery; persistent scatterers detection; persistent scatters candidate selection process; pixel detection; strong reflector; temporal signature cone; weak reflector; Eigenvalues and eigenfunctions; Interferometry; Mathematical model; Principal component analysis; Reflection; Synthetic aperture radar; Vectors; SAR imagery; SAR interferometry; TerraSAR-X; persistent scatterers;
Conference_Titel :
Microwaves, Communications, Antennas and Electronics Systems (COMCAS), 2013 IEEE International Conference on
Conference_Location :
Tel Aviv
DOI :
10.1109/COMCAS.2013.6685276