(Download) "Human Activity Recognition and Prediction" by Yun Fu " Book PDF Kindle ePub Free

eBook details

Title: Human Activity Recognition and Prediction
Author : Yun Fu
Release Date : January 23, 2015
Genre: Electrical Engineering,Books,Professional & Technical,Engineering,Computers & Internet,Computers,
Pages : * pages
Size : 4607 KB

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.

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