Human Activity Recognition and Prediction - Couverture souple

 
9783319800554: Human Activity Recognition and Prediction

Synopsis

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.

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Autres éditions populaires du même titre

9783319270029: Human Activity Recognition and Prediction

Edition présentée

ISBN 10 :  3319270028 ISBN 13 :  9783319270029
Editeur : Springer International Publishin..., 2016
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