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Human Activity Recognition and Prediction

Name: Human Activity Recognition and Prediction
Brand: Springer International Publishing AG
SKU: 19308680
Price: 51.78 EUR
Availability: InStock
Author: YUN FU
ISBN: 9783319800554

YUN FU

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 19308680

Nakladateľstvo Springer International Publishing AG, marec 2018

This book provides a unique view of human activity recognition, especially fine-grained human activi... Celý popis

Libristo kód: 19308680

125 b

51.78 €

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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.