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Author, Editor(s)

Author(s):

Brox, Thomas
Rosenhahn, Bodo
Gall, Jürgen
Cremers, Daniel

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Not MPG Author(s):

Brox, Thomas
Cremers, Daniel

BibTeX cite key*:

Gall2009a

Title

Title*:

Combined Region and Motion-based 3D Tracking of Rigid and Articulated Objects

Journal

Journal Title*:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Journal's URL:

http://www.computer.org/portal/site/transactions/menuitem.a66ec5ba52117764cfe79d108bcd45f3/index.jsp?&pName=tpami_home/&

Download URL
for the article:

http://dx.doi.org/10.1109/TPAMI.2009.32 

Language:

English

Publisher

Publisher's
Name:

IEEE

Publisher's URL:


Publisher's
Address:

Piscataway, NJ

ISSN:

0162-8828

Vol, No, pp, Date

Volume*:

32

Number:

3

Publishing Date:

2010

Pages*:

402-415

Number of
VG Pages:

48

Page Start:

402

Page End:

415

Sequence Number:


DOI:

10.1109/TPAMI.2009.32

Note, Abstract, ©

Note:


(LaTeX) Abstract:

In this paper, we propose the combined use of complementary concepts for 3D tracking: region fitting on one side, and dense optical flow as well as tracked SIFT features on the other. Both concepts are chosen such that they can compensate for the shortcomings of each other. While tracking by the object region can prevent the accumulation of errors, optical flow and SIFT can handle larger transformations. Whereas segmentation works best in case of homogeneous objects, optical flow computation and SIFT tracking rely on sufficiently structured objects. We show that a sensible combination yields a general tracking system that can be applied in a large variety of scenarios without the need to manually adjust weighting parameters.

URL for the Abstract:


Categories,
Keywords:


HyperLinks / References / URLs:


Copyright Message:


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{Gall2009a,
AUTHOR = {Brox, Thomas and Rosenhahn, Bodo and Gall, J{\"u}rgen and Cremers, Daniel},
TITLE = {Combined Region and Motion-based {3D} Tracking of Rigid and Articulated Objects},
JOURNAL = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
PUBLISHER = {IEEE},
YEAR = {2010},
NUMBER = {3},
VOLUME = {32},
PAGES = {402--415},
ADDRESS = {Piscataway, NJ},
ISBN = {0162-8828},
DOI = {10.1109/TPAMI.2009.32},
}


Entry last modified by Anja Becker, 01/21/2011
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Editor(s)
[Library]
Created
03/24/2009 01:39:28 PM
Revisions
3.
2.
1.
0.
Editor(s)
Anja Becker
Anja Becker
Anja Becker
Jürgen Gall
Edit Dates
21.01.2011 13:22:14
15.03.2010 13:19:33
15.03.2010 13:19:19
03/24/2009 01:39:28 PM
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