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Issue No.07 - July (1997 vol.19)
pp: 780-785
ABSTRACT
<p><b>Abstract</b>—Pfinder is a real-time system for tracking people and interpreting their behavior. It runs at 10Hz on a standard SGI Indy computer, and has performed reliably on thousands of people in many different physical locations. The system uses a multiclass statistical model of color and shape to obtain a 2D representation of head and hands in a wide range of viewing conditions. Pfinder has been successfully used in a wide range of applications including wireless interfaces, video databases, and low-bandwidth coding.</p>
INDEX TERMS
Blobs, blob tracking, real-time, person tracking, 3D person tracking, segmentation, gesture recognition, mixture model, MDL.
CITATION
Christopher Richard Wren, Ali Azarbayejani, Trevor Darrell, Alex Paul Pentland, "Pfinder: Real-Time Tracking of the Human Body", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.19, no. 7, pp. 780-785, July 1997, doi:10.1109/34.598236
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