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Semi-automatic object tracking in video sequences.
Journal of Computer Science & Technology
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December 1, 2005|
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COPYRIGHT 2005 Graduate Network of Argentine Universities with Computer Science Schools (RedUNCI). This material is published under license from the publisher through the Gale Group, Farmington Hills, Michigan. All inquiries regarding rights should be directed to the Gale Group.
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Abstract
A method is presented for semi-automatic object tracking in video sequences using multiple features and a method for probabilistic relaxation to improve the tracking results producing smooth and accurate tracked borders. Starting from a given initial position of the object in the first frame the proposed method automatically tracks the object in the sequence modelling the a posteriori probabilities of a set of features such as color, position and motion, depth, etc.
Keywords: signal processing, video, segmentation, objects, recognition.
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