MPI-INF Logo
Publications

Server    domino.mpi-inf.mpg.de

Proceedings Article, Paper
@InProceedings
Beitrag in Tagungsband, Workshop

Author, Editor
Author(s):
Schultz, Thomas
Seidel, Hans-Peter
dblp
dblp
Editor(s):
Rigoll, Gerharddblp
Not MPII Editor(s):
Rigoll, Gerhard
BibTeX cite key*:
Schultz2008DAGM
Title, Booktitle
Title*:
Using Eigenvalue Derivatives for Edge Detection in DT-MRI Data
Booktitle*:
Pattern Recognition
Event, URLs
Conference URL::
http://www.dagm2008.org/
Downloading URL:
http://www.springerlink.com/content/d563r1226446n406/fulltext.pdf
Event Address*:
Munich, Germany
Language:
English
Event Date*
(no longer used):
Organization:
Deutsche Arbeitsgemeinschaft Mustererkennung (DAGM)
Event Start Date:
10 June 2008
Event End Date:
13 June 2008
Publisher
Name*:
Springer
URL:
http://www.springerlink.com/
Address*:
Berlin
Type:
Vol, No, Year, pp.
Series:
Lecture Notes in Computer Science
Volume:
5096
Number:
Month:
June
Pages:
193-202
Year*:
2008
VG Wort Pages:
20
ISBN/ISSN:
978-3-540-69320-8
Sequence Number:
DOI:
10.1007/978-3-540-69321-5_20
Note, Abstract, ©
(LaTeX) Abstract:
This paper introduces eigenvalue derivatives as a fundamental tool
to discern the different types of edges present in matrix-valued
images. It reviews basic results from perturbation theory, which
allow one to compute such derivatives, and shows how they can be
used to obtain novel edge detectors for matrix-valued images. It is
demonstrated that previous methods for edge detection in
matrix-valued images are simplified by considering them in terms of
eigenvalue derivatives. Moreover, eigenvalue derivatives are used to
analyze and refine the recently proposed Log-Euclidean edge
detector. Application examples focus on data from diffusion tensor
magnetic resonance imaging (DT-MRI).
URL for the Abstract:
http://www.springerlink.com/content/d563r1226446n406/?p=7cd09074566143f3a7bd0a33d903ee28&pi=19
Keywords:
Edge Detection, Diffusion Tensor Imaging, Perturbation Theory, Log-Euclidean Framework
Download
Access Level:
Intranet

Correlation
MPG Unit:
Max-Planck-Institut für Informatik
MPG Subunit:
Computer Graphics Group
Audience:
experts only
Appearance:
MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort



BibTeX Entry:

@INPROCEEDINGS{Schultz2008DAGM,
AUTHOR = {Schultz, Thomas and Seidel, Hans-Peter},
EDITOR = {Rigoll, Gerhard},
TITLE = {Using Eigenvalue Derivatives for Edge Detection in {DT-MRI} Data},
BOOKTITLE = {Pattern Recognition},
PUBLISHER = {Springer},
YEAR = {2008},
ORGANIZATION = {Deutsche Arbeitsgemeinschaft Mustererkennung (DAGM)},
VOLUME = {5096},
PAGES = {193--202},
SERIES = {Lecture Notes in Computer Science},
ADDRESS = {Munich, Germany},
MONTH = {June},
ISBN = {978-3-540-69320-8},
DOI = {10.1007/978-3-540-69321-5_20},
}


Entry last modified by Thomas Schultz, 03/25/2009
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)
Thomas Schultz
Created
01/15/2009 04:21:31 PM
Revision
1.
0.


Editor
Thomas Schultz
Thomas Schultz


Edit Date
03/25/2009 01:00:52 PM
01/15/2009 04:21:31 PM