Tag: research

Reflections on building production-grade behavior prediction systems for autonomous vehicles — and why closed-loop reasoning is the bridge between perception and planning.

My research journey from wireless communication foundations to solving the camera calibration bottleneck that enables autonomous vehicle vision.

How we used deep learning to automatically calibrate traffic cameras by observing vehicle motion—work that won Best Paper Award at ACM BuildSys 2017.