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GTC ON-DEMAND

General Interest
Presentation
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GPUs and the Next-Generation Aerial Surveillance
Abstract:

Graphics processors are already used for computationally intensive video tasks in many ISR (Intelligence, Surveillance, Reconnaissance) applications; GPU-based system for video enhancement and analytics outperforms a similarly priced CPU-based system 5-to-1 at HD resolutions. Our initial tests on 64 megapixel Wide Area Aerial Surveillance (WAAS) data show at least 10x speedup with tasks such as super-resolution or moving target indication. In this talk, we'll discuss unique design and implementation challenges of real-time processing of very large video data sets. We will demonstrate our existing GPU-based software, IKENA ISR, and discuss its video-processing pipeline and innovative processing solutions that are promising to dramatically expand capabilities of emerging aerial surveillance platforms.

 
Topics:
General Interest
Type:
Talk
Event:
GTC Silicon Valley
Year:
2012
Session ID:
S2527
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