Markerless Motion Capture of Animate Subject with Prediction of Future Motion

Markerless Motion Capture of Animate Subject with Prediction of Future Motion

A motion prediction system for predicting the motion of a random animate subject. A first neural network is a markerless motion capture network, trained to receive video data of the subject and to process the video data to generate a time sequence of musculoskeletal motion capture data. A second neu...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: DuPont, Edmond M, Mentzer, Christopher I, Slocum, Samuel E, Medjaouri, Omar D
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:A motion prediction system for predicting the motion of a random animate subject. A first neural network is a markerless motion capture network, trained to receive video data of the subject and to process the video data to generate a time sequence of musculoskeletal motion capture data. A second neural network is a motion prediction network, trained to receive the musculoskeletal motion capture data and to process the data to generate a prediction of the subject's location based on position change in position of joints and/or muscles.