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Human motion sensing and recognition...

Liu, Honghai.

Human motion sensing and recognitiona fuzzy qualitative approach /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Human motion sensing and recognitionby Honghai Liu ... [et al.].
Reminder of title:	a fuzzy qualitative approach /
other author:	Liu, Honghai.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg :2017.
Description:	xvi, 281 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Human activity recognition.
Online resource:	http://dx.doi.org/10.1007/978-3-662-53692-6
ISBN:	9783662536926$q(electronic bk.)

Human motion sensing and recognitiona fuzzy qualitative approach /
Human motion sensing and recognitiona fuzzy qualitative approach /[electronic resource] :by Honghai Liu ... [et al.]. - Berlin, Heidelberg :Springer Berlin Heidelberg :2017. - xvi, 281 p. :ill. (some col.), digital ;24 cm. - Studies in computational intelligence,v.6751860-949X ;. - Studies in computational intelligence ;v. 216..

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.

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-based view-invariant motion recognition, especially from the perspective of Fuzzy Qualitative techniques. With the rapid development of technologies in microelectronics, computers, networks, and robotics over the last decade, increasing attention has been focused on human motion sensing and recognition in many emerging and active disciplines where human motions need to be automatically tracked, analyzed or understood, such as smart surveillance, intelligent human-computer interaction, robot motion learning, and interactive gaming. Current challenges mainly stem from the dynamic environment, data multi-modality, uncertain sensory information, and real-time issues. These techniques are shown to effectively address the above challenges by bridging the gap between symbolic cognitive functions and numerical sensing & control tasks in intelligent systems. The book not only serves as a valuable reference source for researchers and professionals in the fields of computer vision and robotics, but will also benefit practitioners and graduates/postgraduates seeking advanced information on fuzzy techniques and their applications in motion analysis.

ISBN: 9783662536926$q(electronic bk.)

Standard No.: 10.1007/978-3-662-53692-6doiSubjects--Topical Terms:

514230
Human activity recognition.

LC Class. No.: TK7882.P7

Dewey Class. No.: 006.4

Human motion sensing and recognitiona fuzzy qualitative approach /
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245 0 0 $a Human motion sensing and recognition $h [electronic resource] : $b a fuzzy qualitative approach / $c by Honghai Liu ... [et al.].
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505 0 $a 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.
520 $a 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-based view-invariant motion recognition, especially from the perspective of Fuzzy Qualitative techniques. With the rapid development of technologies in microelectronics, computers, networks, and robotics over the last decade, increasing attention has been focused on human motion sensing and recognition in many emerging and active disciplines where human motions need to be automatically tracked, analyzed or understood, such as smart surveillance, intelligent human-computer interaction, robot motion learning, and interactive gaming. Current challenges mainly stem from the dynamic environment, data multi-modality, uncertain sensory information, and real-time issues. These techniques are shown to effectively address the above challenges by bridging the gap between symbolic cognitive functions and numerical sensing & control tasks in intelligent systems. The book not only serves as a valuable reference source for researchers and professionals in the fields of computer vision and robotics, but will also benefit practitioners and graduates/postgraduates seeking advanced information on fuzzy techniques and their applications in motion analysis.
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