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Human Motion Sensing and Recognition A Fuzzy Qualitative Approach

This book introduces readers to the latest exciting advances in human motion sensing and recognition, from the theoretical development of fuzzy approaches to their applications. The topics covered include human motion recognition in 2D and 3D, hand motion analysis with contact sensors, and vision-ba...

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Bibliographic Details
Main Authors: Liu, Honghai, Ju, Zhaojie (Author), Ji, Xiaofei (Author), Chan, Chee Seng (Author)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2017, 2017
Edition:1st ed. 2017
Series:Studies in Computational Intelligence
Subjects:
Biomedical Engineering
Computational Intelligence
Artificial Intelligence
Human Physiology
Biomedical Engineering And Bioengineering
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Introduction
  • Fuzzy Qualitative Trigonometry
  • Fuzzy Qualitative Robot Kinematics
  • Fuzzy Qualitative Human Motion Analysis
  • Fuzzy Gaussian Mixture Models
  • Fuzzy Empirical Copula for Estimating Data Dependence Structure
  • A Unified Fuzzy Framework for Human Hand Motion Recognition
  • Human Hand Motion Analysis with Multisensory Information
  • A Novel Approach to Extract Hand Gesture Feature in Depth Images
  • Recognizing Constrained 3D Human Motion: An Inference Approach
  • Study of Human Action Recognition Based on Improved Spatio-temporal Features
  • A View-invariant Action Recognition based on Multi-view Space Hidden Markov Models.

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