TY - JOUR
T1 - Automatic SAR simulation technique for object identification in complex urban scenarios
AU - Tao, Junyi
AU - Auer, Stefan
AU - Palubinskas, Gintautas
AU - Reinartz, Peter
AU - Bamler, Richard
PY - 2014/3
Y1 - 2014/3
N2 - Most of the existing SAR simulators provide simulated images only for visual interpretation. This paper presents a new approach for supporting the automatic interpretation of meter resolution SAR images in complex urban scenarios. To this end, an automatic system for generating and geocoding of simulated images has been developed, based on the SAR simulator RaySAR and digital surface models as geometric information for urban scenes. Various simulated images and different layers (layover, shadow, double bounce, and ground) are generated for the whole scene as well as for individual buildings, with consideration of neighborhood influences. The proposed approach is tested on an area in central Munich with a LiDAR digital surface model as the input. The simulated images are compared with a TerraSAR-X spotlight image and show good geocoding accuracy, reasonable mask layers, and precise individual building layover contours.
AB - Most of the existing SAR simulators provide simulated images only for visual interpretation. This paper presents a new approach for supporting the automatic interpretation of meter resolution SAR images in complex urban scenarios. To this end, an automatic system for generating and geocoding of simulated images has been developed, based on the SAR simulator RaySAR and digital surface models as geometric information for urban scenes. Various simulated images and different layers (layover, shadow, double bounce, and ground) are generated for the whole scene as well as for individual buildings, with consideration of neighborhood influences. The proposed approach is tested on an area in central Munich with a LiDAR digital surface model as the input. The simulated images are compared with a TerraSAR-X spotlight image and show good geocoding accuracy, reasonable mask layers, and precise individual building layover contours.
KW - Geocoding
KW - LiDAR
KW - SAR interpretation
KW - SAR simulation
KW - TerraSAR-X
KW - high-resolution synthetic aperture radar
UR - http://www.scopus.com/inward/record.url?scp=84897112741&partnerID=8YFLogxK
U2 - 10.1109/JSTARS.2013.2275928
DO - 10.1109/JSTARS.2013.2275928
M3 - Article
AN - SCOPUS:84897112741
SN - 1939-1404
VL - 7
SP - 994
EP - 1003
JO - IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
JF - IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IS - 3
M1 - 6582688
ER -