A Sketch-Based Approach for Detecting Common Human Actions

نویسندگان

  • Evan A. Suma
  • Christopher Walton Sinclair
  • Justin Babbs
  • Richard Souvenir
چکیده

We present a method for detecting common human actions in video, common to athletics and surveillance, using intuitive sketches and motion cues. The framework presented in this paper is an automated end-to-end system which (1) interprets the sketch input, (2) generates a query video based on motion cues, and (3) incorporates a new contentbased action descriptor for matching. We apply our method to a publiclyavailable video repository of many common human actions and show that a video matching the concept of the sketch is generally returned in one of the top three query results.

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تاریخ انتشار 2008