Automatic SAR Simulation Technique for Object Identification in Complex Urban Scenarios
Authors:
- 19 August 2013
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Vol. 7 (3) , 994-1003
Abstract
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.Keywords
This publication has 22 references indexed in Scilit:
- SAR-simulation of large urban scenes using an extended ray tracing approach2011
- Radar Imaging Simulation for Urban StructuresIEEE Geoscience and Remote Sensing Letters, 2010
- SAR Simulation of Urban Areas: Techniques and Applications2010
- Building Height Retrieval From VHR SAR Imagery Based on an Iterative Simulation and Matching TechniqueIEEE Transactions on Geoscience and Remote Sensing, 2009
- Ray-Tracing Simulation Techniques for Understanding High-Resolution SAR ImagesIEEE Transactions on Geoscience and Remote Sensing, 2009
- Hybrid GPU-Based Single- and Double-Bounce SAR SimulationIEEE Transactions on Geoscience and Remote Sensing, 2009
- Fast ISAR image generation through localization of persistent scattering centers2009
- Model-Based Interpretation of High-Resolution SAR Images of BuildingsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2008
- Using real-time SAR simulation to assist pattern recognition applications in urban areasPattern Recognition and Image Analysis, 2008
- Building Recognition From Multi-Aspect High-Resolution InSAR Data in Urban AreasIEEE Transactions on Geoscience and Remote Sensing, 2007