Shiyan Yan

Popup: Reconstructing 3D Video Using Particle Filtering to Aggregate Crowd Responses

Collecting a sufficient amount of 3D training data for autonomous vehicles to handle rare, but critical, traffic events (e.g., collisions) may take decades of deployment. Abundant video data of such events from municipal traffic cameras and video sharing sites (e.g., YouTube) could provide a potential alternative, but…