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GTC ON-DEMAND

Intelligent Video Analytics
Presentation
Media
High-Performance Image Processing Routines for Video and Film Processing
Abstract:
Basic image processing functions for convolution, morphological, and arithmetic operators are at the heart of many important high-level computer vision algorithms. We'll describe how to implement these routines efficiently on the GPU, using unique GPU capabilities like the texture cache and a large register file. We'll give information about several applications where these routines are employed, like film and video restoration (either locally or in the cloud) or automatic real-time quality assessment and automatic camera path calculation (virtual director) in omnidirectional video.
 
Topics:
Intelligent Video Analytics, Virtual Reality & Augmented Reality, Video & Image Processing
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8111
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