Fast Online Video Pose Estimation by Dynamic Bayesian Modeling of Mode Transitions

We propose a fast online video pose estimation method to detect and track human upper-body poses based on a conditional dynamic Bayesian modeling of pose modes without referring to future frames. The estimation of human body poses from videos is an important task with many applications. Our method e...

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Veröffentlicht in:	IEEE transactions on cybernetics 2021-01, Vol.51 (1), p.2-15
Hauptverfasser:	Chang, Ming-Ching, Ke, Lipeng, Qi, Honggang, Wen, Longyin, Lyu, Siwei
Format:	Artikel
Sprache:	eng
Schlagworte:	Automation & Control Systems Bayes method Bayes methods Bayesian analysis Computer Science Computer Science, Artificial Intelligence Computer Science, Cybernetics Correlation Cybernetics Datasets Elbow Frames (data processing) Modelling Pose estimation Science & Technology Statistical analysis Streaming media Technology Video data video surveillance Windows (intervals)
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