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Posts Tagged ‘stream processing’


Real-time Visual Tracker by Stream Processing

Be the first to comment - What do you think?  Posted by JeGX - 2008/07/16 at 11:04

Categories: NVIDIA CUDA, Programming   Tags: , , , , ,

This work describes the implementation of a real-time visual tracker that targets the position and 3D pose of objects (specifically faces) in video sequences. The use of GPUs for the computation and efficient sparse-template-based particle filtering allows real-time processing even when tracking multiple faces simultaneously in high-resolution video frames. Using a GPU and the NVIDIA CUDA technology, performance improvements as large as ten times compared to a similar CPU-only tracker are achieved.

- Real-time Visual Tracker by Stream Processing by Oscar Mateo Lozano, and Kazuhiro Otsuka. Journal of Signal Processing Systems.


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