Preprint Open access
UltraDiff: Differentiable Ray Tracing in Ultrasound for Shape Optimization
Physically-based differentiable rendering enables gradient-based optimization of scene parameters by matching rendered images to measurements, but has so far mainly focused on light transport. We extend this paradigm to medical ultrasound, where image formation resembles transient rendering: echoes are binned by time-o …