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 (Professor of Intelligent Systems) (Author), Ju, Zhaojie (Author), Ji, Xiaofei (Author), Chan, Chee Seng (Author), Khoury, Mehdi (Author)
Format Electronic eBook
LanguageEnglish
Published Berlin, Germany : Springer, 2017.
SeriesStudies in computational intelligence ; v. 675.
Subjects
Human activity recognition.
Fuzzy systems.
elektronické knihy
electronic books
Online AccessFull text
ISBN9783662536926
9783662536902
ISSN1860-949X ;
Physical Description1 online resource (xvi, 281 pages) : illustrations (some color)

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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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