Human Activity Recognition and Prediction

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Fu, Yun (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Θέματα: Engineering.; Image processing.; Biometrics (Biology).; Signal, Image and Speech Processing.; Image Processing and Computer Vision.; Biometrics.

This book provides a unique view of human activity recognition, especially fine-grained human activity structure learning, human-interaction recognition, RGB-D data based action recognition, temporal decomposition, and causality learning in unconstrained human activity videos. The techniques discuss...

Πίνακας περιεχομένων:

• Introduction
• Action and Activities
• Action Recognition and Human Interaction
• Multimodal Action Recognition
• RGB-D Action Recognition
• Actionlets and Activity Prediction
• Time Series Modeling for Activity Prediction
• RGB-D Action Prediction.