A State-Based Technique for the Summarization and Recognition of Gesture

  title={A State-Based Technique for the Summarization and Recognition of Gesture},
  author={Andrew D. Wilson and Aaron F. Bobick},
We dejine a gesture to be a sequence of states in a measurement or configuration space. For a given gesture, these states are used to capture both the reapeatability and variability evidenced in a training set of example trajectories. The states are positioned along a prototype of the gesture, and shaped such that they are narrow in the directions in which the ensemble of examples is tightly constrained, and wide in directions in which a great deal of variability is observed. We develop… CONTINUE READING
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