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GTC ON-DEMAND

Autonomous Vehicles
Presentation
Media
Driver Assistance: Speed-Limit Sign Recognition on the GPU
Speakers:
Vladimir Glavtchev
Abstract:

We investigate the use of differentGPU-based implementations for performing real-time speed limit sign recognition on a resource-constrainedembedded system. The system recognized US and European Union speed-limits at over 88% accuracy while running in real-time. The system is hardware-accelerated using CUDA and OpenGL. It introduces a novel technique for detecting speed-limit signs which is only possible with the aid of GPU processing.

 
Topics:
Autonomous Vehicles
Type:
Poster
Event:
GTC Silicon Valley
Year:
2010
Session ID:
P10H01
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