KAISAR

Physics-based SAR simulator for:

Applications:

To create a structured dataset for deep object detection and ATR database
1. Enabling Deep/Machine Learning on SAR data for Target Detection with large training datasets (10k + scenes)
2. Providing data augmentation capabilities for ATR database generation
To allow fast and accurate3D RCS map simulations (EM-Solver)
1. Using state of the art GPU-accelerated ray-tracing methods for near-field reflection and diffraction simulation (GO + UTD)
2. Using asymptotic HF methods for far-field backscattering from illuminated objects (PO + PTD)
Provide an accurate and fast SAR RAW data generator
1. Modelling SAR system and platform trajectory
2. Use of innovative GPU-accelerated Reverse Back-Projection algorithm
Focus SAR images and provide target labelling for deep object detection and ATR database
1. Powered by GPU-accelerated Global Back-Projection algorithm
2. Target labelling infrastructure (also in the range compressed data)
3. Dataset structure based on xView dataset
4. SAR images over targets with data augmentation

Physics-based SAR simulator for:

Applications:

To create a structured dataset for deep object detection and ATR database
- Enabling Deep/Machine Learning on SAR data for Target Detection with large training datasets (10k + scenes)
- Providing data augmentation capabilities for ATR database generation
To allow fast and accurate3D RCS map simulations (EM-Solver)
- Using state of the art GPU-accelerated ray-tracing methods for near-field reflection and diffraction simulation (GO + UTD)
- Using asymptotic HF methods for far-field backscattering from illuminated objects (PO + PTD)
Provide an accurate and fast SAR RAW data generator
- Modelling SAR system and platform trajectory
- Use of innovative GPU-accelerated Reverse Back-Projection algorithm
Focus SAR images and provide target labelling for deep object detection and ATR database
- Powered by GPU-accelerated Global Back-Projection algorithm
- Target labelling infrastructure (also in the range compressed data)
- Dataset structure based on xView dataset
- SAR images over targets with data augmentation

Italy