Yun Fu 
Human Activity Recognition and Prediction [PDF ebook] 

Support

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 discussed give readers tools that provide a significant improvement over existing methodologies of video content understanding by taking advantage of activity recognition. It links multiple popular research fields in computer vision, machine learning, human-centered computing, human-computer interaction, image classification, and pattern recognition. In addition, the book includes several key chapters covering multiple emerging topics in the field. Contributed by top experts and practitioners, the chapters present key topics from different angles and blend both methodology and application, composing a solid overview of the human activity recognition techniques.

€53.49
méthodes de payement

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.

Achetez cet ebook et obtenez-en 1 de plus GRATUITEMENT !
Langue Anglais ● Format PDF ● Pages 174 ● ISBN 9783319270043 ● Taille du fichier 5.9 MB ● Éditeur Yun Fu ● Maison d’édition Springer International Publishing ● Lieu Cham ● Pays CH ● Publié 2015 ● Téléchargeable 24 mois ● Devise EUR ● ID 4815114 ● Protection contre la copie DRM sociale

Plus d’ebooks du même auteur(s) / Éditeur

18 802 Ebooks dans cette catégorie