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9781402070211

Analyzing Video Sequences of Multiple Humans Tracking, Posture Estimation and Behavior Recognition

Analyzing Video Sequences of Multiple Humans Tracking, Posture Estimation and Behavior Recognition
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  • ISBN-13: 9781402070211
  • ISBN: 1402070217
  • Publisher: Springer

AUTHOR

Ohya, Jun, Utsumi, Akira, Yamato, Junji

SUMMARY

Analyzing Video Sequences of Multiple Humans: Tracking, Posture Estimation and Behavior Recognition describes some computer vision-based methods that analyze video sequences of humans. More specifically, methods for tracking multiple humans in a scene, estimating postures of a human body in 3D in real-time, and recognizing a person's behavior (gestures or activities) are discussed. For the tracking algorithm, the authors developed a non-synchronous method that tracks multiple persons by exploiting a Kalman filter that is applied to multiple video sequences. For estimating postures, an algorithm is presented that locates the significant points which determine postures of a human body, in 3D in real-time. Human activities are recognized from a video sequence by the HMM (Hidden Markov Models)-based method that the authors pioneered. The effectiveness of the three methods is shown by experimental results.Ohya, Jun is the author of 'Analyzing Video Sequences of Multiple Humans Tracking, Posture Estimation and Behavior Recognition' with ISBN 9781402070211 and ISBN 1402070217.

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