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3D Geometric Reconstruction from 2D Sensor Image Data with GPGPU

October 21, 2016
9:00 am - 9:20 am
GRB 330 A

Track: Artificial Intelligence
Type: Presentation
Level: Beginner/Intermediate

I discuss approaches to reconstruct 3D geometry using 2D image data for VR and AR. I start with calibration to un-distort inputs distorted by physical lenses. I then discuss geometry reconstruction error sources, and describe mitigation methods. I describe algorithm performance techniques on GPGPU embedded systems to achieve real time performance with large number of high resolution cameras.

Speaker(s)

, Senior Development Manager Principal Research Scientist and Principal Architect, Amazon Prime Air