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商品コード: 9783319270029

Human Activity Recognition and Prediction

販売価格(税込): 12,315 円  (本体価格: 11,403 円+税)
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書名

Human Activity Recognition and Prediction
著者・編者 Fu, Y.
出版社/発行元 Springer
発行年/月 2015年12月   
装丁 Hardcover
ページ数/巻数 174 ページ
ISBN 978-3-319-27002-9
発送予定 海外倉庫よりお取り寄せ 2-3週間以内に発送します

 

Description

 

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.Contents1.Introduction2.Action Recognition and Human Interaction3.Subspace Learning for Action Recognition4.Multimodal Action Recognition5.RGB-D Action Recognition6.Activity Prediction7.Actionlets and Activity Prediction8.Time Series Modeling for Activity Prediction

 

Contents:

 

Introduction
Action Recognition and Human Interaction
Subspace Learning for Action Recognition
Multimodal Action Recognition
RGB-D Action Recognition
Activity Prediction
Actionlets and Activity Prediction
Time Series Modeling for Activity Prediction

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