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Boosted Algorithms for Visual Object Detection on Graphics Processing Units

Hicham Ghorayeb, Bruno Steux, Claude Laurgeau
Ecole des Mines de Paris, Robotics Center, 60 bd Saint-Michel, 75272 Paris Cedex 06, France
Computer Vision ACCV 2006 (2006), pp. 254-263.

@article{ghorayeb2006boosted,

   title={Boosted algorithms for visual object detection on graphics processing units},

   author={Ghorayeb, H. and Steux, B. and Laurgeau, C.},

   journal={Computer Vision–ACCV 2006},

   pages={254–263},

   year={2006},

   publisher={Springer}

}

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Nowadays, the use of machine learning methods for visual object detection has become widespread. Those methods are robust. They require an important processing power and a high memory bandwidth which becomes a handicap for real-time applications. The recent evolution of commodity PC computer graphics boards (GPU) has the potential to accelerate those algorithms.
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