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A model free hybrid algorithm for real time tracking

Muriel Pressigout 1 E. Marchand 1
1 Lagadic - Visual servoing in robotics, computer vision, and augmented reality
CRISAM - Inria Sophia Antipolis - Méditerranée , Inria Rennes – Bretagne Atlantique , IRISA-D5 - SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE
Abstract : Robustness and accuracy are major issues in real-time tracking. This paper describes a reliable tracking for markerless planar objects based on the fusion of visual cues and on the estimation of a 2D transformation. Its parameters are estimated by a non-linear minimization of an unique criterion that integrates information on both texture and edges. The efficiency and the robustness of the proposed method are tested on image sequences as well as during a robotic application.
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Muriel Pressigout, E. Marchand. A model free hybrid algorithm for real time tracking. IEEE Int. Conf. on Image Processing, ICIP'05, 2005, Genoa, Italia, France. pp.97-100. ⟨inria-00351904⟩

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