Language:
English
繁體中文
Help
圖資館首頁
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
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 recognition
a 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 /
LDR
:03150nmm a2200325 a 4500
001
515249
003
DE-He213
005
20171227113904.0
006
m d
007
cr nn 008maaau
008
180126s2017 gw s 0 eng d
020
$a
9783662536926$q(electronic bk.)
020
$a
9783662536902$q(paper)
024
7
$a
10.1007/978-3-662-53692-6
$2
doi
035
$a
978-3-662-53692-6
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
TK7882.P7
072
7
$a
UYQ
$2
bicssc
072
7
$a
COM004000
$2
bisacsh
082
0 4
$a
006.4
$2
23
090
$a
TK7882.P7
$b
H918 2017
245
0 0
$a
Human motion sensing and recognition
$h
[electronic resource] :
$b
a fuzzy qualitative approach /
$c
by Honghai Liu ... [et al.].
260
$a
Berlin, Heidelberg :
$b
Springer Berlin Heidelberg :
$b
Imprint: Springer,
$c
2017.
300
$a
xvi, 281 p. :
$b
ill. (some col.), digital ;
$c
24 cm.
490
1
$a
Studies in computational intelligence,
$x
1860-949X ;
$v
v.675
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.
650
0
$a
Human activity recognition.
$3
514230
650
0
$a
Fuzzy systems.
$3
182084
650
1 4
$a
Engineering.
$3
210888
650
2 4
$a
Computational Intelligence.
$3
338479
650
2 4
$a
Artificial Intelligence (incl. Robotics)
$3
252959
650
2 4
$a
Biomedical Engineering.
$3
190464
650
2 4
$a
Human Physiology.
$3
274509
700
1
$a
Liu, Honghai.
$3
489498
710
2
$a
SpringerLink (Online service)
$3
273601
773
0
$t
Springer eBooks
830
0
$a
Studies in computational intelligence ;
$v
v. 216.
$3
380871
856
4 0
$u
http://dx.doi.org/10.1007/978-3-662-53692-6
950
$a
Engineering (Springer-11647)
based on 0 review(s)
ALL
電子館藏
Items
1 records • Pages 1 •
1
Inventory Number
Location Name
Item Class
Material type
Call number
Usage Class
Loan Status
No. of reservations
Opac note
Attachments
000000144012
電子館藏
1圖書
電子書
EB TK7882.P7 H918 2017
一般使用(Normal)
On shelf
0
1 records • Pages 1 •
1
Multimedia
Multimedia file
http://dx.doi.org/10.1007/978-3-662-53692-6
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login