A framework for sign language recognition using support vector machines and active learning for skin segmentation and boosted temporal sub-units

Doctoral thesis English OPEN
Awad, George M.;
(2007)
  • Subject: Machine learning
    acm: ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION

This dissertation describes new techniques that can be used in a sign language recognition (SLR) system, and more generally in human gesture systems. Any SLR system consists of three main components: Skin detector, Tracker, and Recognizer. The skin detector is responsib... View more
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