PhD - Neural 3D Scene Representations for the Automotive Cabin

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At Bosch Research, we are driving the next generation of Physical AI, intelligent systems capable of perceiving, reasoning about, and acting robustly in real-world environments. As vehicles become increasingly shared, automated, and software-defined, understanding what happens inside the cabin is becoming as important as understanding the road ahead.

The ability to detect occupant position, posture, and movement is evolving into both a regulatory requirement and a key enabler of future safety and comfort functions. However, current perception systems largely treat the vehicle interior and exterior as separate domains, limiting their ability to form a coherent three-dimensional understanding of the cabin from the small number of cameras that can realistically be deployed in a vehicle.

In this PhD project, you will investigate neural 3D scene representations, including