Journal Article
@Article
Artikel in Fachzeitschrift


Show entries of:

this year (2019) | last year (2018) | two years ago (2017) | Notes URL

Action:

login to update

Options:








Author, Editor(s)

Author(s):

Krüger, Björn
Tautges, Jochen
Müller, Meinard
Weber, Andreas

dblp
dblp
dblp
dblp

Not MPG Author(s):

Krüger, Björn
Tautges, Jochen
Weber, Andreas

BibTeX cite key*:

KruegerTMW08_MotionTensor_JVRB

Title

Title*:

Multi-Mode Tensor Representation of Motion Data


2008_KruegerTautgesMuellerWeber_Tensor_JVRB.pdf (2001.24 KB)

Journal

Journal Title*:

Journal of Virtual Reality and Broadcasting

Journal's URL:

http://www.jvrb.org/5.2008

Download URL
for the article:

http://www.jvrb.org/5.2008/1309/520083.pdf

Language:

English

Publisher

Publisher's
Name:

Herder, Jens

Publisher's URL:

http://www.jvrb.org

Publisher's
Address:

Düsseldorf, Germany

ISSN:

1860-2037

Vol, No, pp, Date

Volume*:

5

Number:

5

Publishing Date:

August 2008

Pages*:

1-13

Number of
VG Pages:


Page Start:


Page End:


Sequence Number:


DOI:


Note, Abstract, ©

Note:


(LaTeX) Abstract:

In this paper, we investigate how a multilinear model
can be used to represent human motion data. Based
on technical modes (referring to degrees of freedom
and number of frames) and natural modes that typically
appear in the context of a motion capture session
(referring to actor, style, and repetition), the motion
data is encoded in form of a high-order tensor.
This tensor is then reduced by using N-mode singular
value decomposition. Our experiments show that the
reduced model approximates the original motion better
then previously introduced PCA-based approaches.
Furthermore, we discuss how the tensor representation
may be used as a valuable tool for the synthesis of new
motions.

URL for the Abstract:


Categories,
Keywords:

Motion Capture, Tensor Representation, N-Mode SVD, Motion Synthesis

HyperLinks / References / URLs:


Copyright Message:

Any party may pass on this Work by electronic
means and make it available for download under
the terms and conditions of the current version
of the Digital Peer Publishing Licence (DPPL).
The text of the licence may be accessed and
retrieved via Internet at
http://www.dipp.nrw.de/.

Personal Comments:


Download
Access Level:

Public

Correlation

MPG Unit:

Max-Planck-Institut für Informatik



MPG Subunit:

Computer Graphics Group

Appearance:

MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort


BibTeX Entry:

@ARTICLE{KruegerTMW08_MotionTensor_JVRB,
AUTHOR = {Kr{\"u}ger, Bj{\"o}rn and Tautges, Jochen and M{\"u}ller, Meinard and Weber, Andreas},
TITLE = {Multi-Mode Tensor Representation of Motion Data},
JOURNAL = {Journal of Virtual Reality and Broadcasting},
PUBLISHER = {Herder, Jens},
YEAR = {2008},
NUMBER = {5},
VOLUME = {5},
PAGES = {1--13},
ADDRESS = {D{\"u}sseldorf, Germany},
MONTH = {August},
ISBN = {1860-2037},
}


Entry last modified by Anja Becker, 05/23/2011
Show details for Edit History (please click the blue arrow to see the details)Edit History (please click the blue arrow to see the details)
Hide details for Edit History (please click the blue arrow to see the details)Edit History (please click the blue arrow to see the details)

Editor(s)
Meinard Müller
Created
01/14/2009 04:57:49 PM
Revisions
3.
2.
1.
0.
Editor(s)
Anja Becker
Anja Becker
Meinard Müller
Meinard Müller
Edit Dates
23.05.2011 12:08:54
23.05.2011 12:08:28
12/02/2009 02:38:55 PM
01/14/2009 04:57:49 PM
Show details for Attachment SectionAttachment Section
Hide details for Attachment SectionAttachment Section

View attachments here:


File Attachment Icon
2008_KruegerTautgesMuellerWeber_Tensor_JVRB.pdf