Abstract: Stochastic ray-tracing methods such as Monte-Carlo ray-tracing may be adapted to provide more efficient and more realistic ultrasound imaging systems and methods. Many random ray paths that are perturbed according to a probability distribution may be generated until they converge to the correct solution. New surface thickness and roughness models enable to reproduce complex ultrasound interactions such as multiple reflections and refractions. The contribution of each ray path may be further weighted to better simulate a beamformed ultrasound signal. Tracing many individual rays per transducer element is easily parallelizable on modern GPU computing architectures.

Abstract: Stochastic ray-tracing methods such as Monte-Carlo ray-tracing may be adapted to provide more efficient and more realistic ultrasound imaging systems and methods. Many random ray paths that are perturbed according to a probability distribution may be generated until they converge to the correct solution. New surface thickness and roughness models enable to reproduce complex ultrasound interactions such as multiple reflections and refractions. The contribution of each ray path may be further weighted to better simulate a beamformed ultrasound signal. Tracing many individual rays per transducer element is easily parallelizable on modern GPU computing architectures.

Abstract: Realistic ultrasound imaging simulation requires modeling of scatterers corresponding to different imaging speckle appearances. A scatterer generator acquires a plurality of ultrasound signal samples, each corresponding to a different ultrasound capture and reconstructs a scatterer representation from the ultrasound signal samples and associated Point Spread Functions. Point Spread Functions (PSFs) may be estimated from multiple image acquisitions at the same reference position resulting from beam-steering. Reconstructed scatterers may then directly be used in ultrasound simulation or an additional step of modeling the scatterers may be applied. Statistical distribution parametrization or texture synthesis may be used to model the scatterers. Different scatterer models may be used for different homogeneous regions. The reconstructed scatterers and/or the scatterer models may be registered into a library of scatterers by the scatterer generator.