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Human Activity Recognition and Prediction

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...

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Détails bibliographiques
Cote:Libro Electrónico
Collectivité auteur: SpringerLink (Online service)
Autres auteurs: Fu, Yun (Éditeur intellectuel)
Format: Électronique eBook
Langue:Inglés
Publié: Cham : Springer International Publishing : Imprint: Springer, 2016.
Édition:1st ed. 2016.
Sujets:
Accès en ligne:Texto Completo
Table des matières:
  • 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.