Real-time detection of colored objects in multiple camera streams with off-the-shelf hardware components

被引:0
|
作者
Christoph H. Lampert
Jan Peters
机构
[1] Institute of Science and Technology Austria,
[2] Max-Planck Institute for Biological Cybernetics,undefined
来源
关键词
Image processing; Object detection/tracking; 3D trajectories; GPU/CUDA; Open source;
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学科分类号
摘要
We describe RTblob, a high speed vision system that detects objects in cluttered scenes based on their color and shape at a speed of over 800 frames/s. Because the system is available as open-source software and relies only on off-the-shelf PC hardware components, it can provide the basis for multiple application scenarios. As an illustrative example, we show how RTblob can be used in a robotic table tennis scenario to estimate ball trajectories through 3D space simultaneously from four cameras images at a speed of 200 Hz.
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页码:31 / 41
页数:10
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