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GTC ON-DEMAND

Audio, Image and Video Processing
Presentation
Media
Best Practices in GPU-Based Video Processing
Abstract:

The combination of the GPU's massively parallel compute engine with extremely high memory bandwidth and new programming paradigms such as CUDA and OpenCL have made the GPU well suited for image and video processing applications. This session will explore best practices and techniques for the development of efficient GPU-based video and image processing applications. Topics to be discussed include image segmentation and threading models for efficient parallelism, optimal memory usage strategies to reduce expensive data movement as well as multi-GPU considerations. Case studies and examples specific to video and image processing will be presented.

 
Topics:
Audio, Image and Video Processing
Type:
Talk
Event:
GTC Silicon Valley
Year:
2012
Session ID:
S2328
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