Human Motion Sensing and Recognition A Fuzzy Qualitative Approach /

• Κύριοι συγγραφείς: Liu, Honghai (Συγγραφέας), Ju, Zhaojie (Συγγραφέας), Ji, Xiaofei (Συγγραφέας), Chan, Chee Seng (Συγγραφέας), Khoury, Mehdi (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2017.
• Σειρά: Studies in Computational Intelligence, 675
• Θέματα: Engineering.; Human physiology.; Artificial intelligence.; Computational intelligence.; Biomedical engineering.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Biomedical Engineering.; Human Physiology.

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...

Πίνακας περιεχομένων:

• 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. .