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@InProceedings
Beitrag in Tagungsband, Workshop


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Author, Editor

Author(s):

Roberts, Kathrin
Mücklich, Frank
Schenkel, Ralf
Weikum, Gerhard

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Not MPG Author(s):

Roberts, Kathrin
Mücklich, Frank

Editor(s):

Hatzopoulos, Michael
Manolopoulos, Yannis

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dblp

Not MPII Editor(s):

Hatzopoulos, Michael
Manolopoulos, Yannis

BibTeX cite key*:

RobertsMSW04

Title, Booktitle

Title*:

An Information System for Material Microstructures


SSDBM04.pdf (293.93 KB)

Booktitle*:

16th International Conference on Scientific and Statistical Database Management, SSDBM 2004

Event, URLs

URL of the conference:

http://cgi.di.uoa.gr/~ssdbm04/

URL for downloading the paper:


Event Address*:

Santorini Island Greece

Language:

English

Event Date*
(no longer used):


Organization:


Event Start Date:

21 June 2004

Event End Date:

23 June 2004

Publisher

Name*:

IEEE

URL:

http://www.computer.org

Address*:

Los Alamitos, USA

Type:


Vol, No, Year, pp.

Series:


Volume:


Number:


Month:


Pages:

329-332

Year*:

2004

VG Wort Pages:

16

ISBN/ISSN:

0-7695-2146-0

Sequence Number:


DOI:




Note, Abstract, ©

Note:

Acceptance ratio 1:2

(LaTeX) Abstract:

This paper presents an information system that supports a materialographic laboratory in classifying material samples based on microstructure images. The system uses database and Web technologies to manage its information and make it accessible to Internet users. Its core is a classifier, based on support vector machines, that provides an automatic diagnosis of the material class of a given sample. The classifier uses texture features from an underlying image analysis, the so-called Haralick parameters, and stereologic features such as fractal dimension, Euler parameter, etc. In addition to the classifier, the system provides a sensitivity analysis that allows the user to understand which features are most influential for certain classification decisions. The system is fully operational and can be used on the Web.



Download
Access Level:

Public

Correlation

MPG Unit:

Max-Planck-Institut für Informatik



MPG Subunit:

Databases and Information Systems Group

Appearance:

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



BibTeX Entry:

@INPROCEEDINGS{RobertsMSW04,
AUTHOR = {Roberts, Kathrin and M{\"u}cklich, Frank and Schenkel, Ralf and Weikum, Gerhard},
EDITOR = {Hatzopoulos, Michael and Manolopoulos, Yannis},
TITLE = {An Information System for Material Microstructures},
BOOKTITLE = {16th International Conference on Scientific and Statistical Database Management, SSDBM 2004},
PUBLISHER = {IEEE},
YEAR = {2004},
PAGES = {329--332},
ADDRESS = {Santorini Island Greece},
ISBN = {0-7695-2146-0},
NOTE = {Acceptance ratio 1:2},
}


Entry last modified by Christine Kiesel, 05/31/2005
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Editor(s)
Ralf Schenkel
Created
03/29/2004 11:14:40 AM
Revisions
7.
6.
5.
4.
3.
Editor(s)
Christine Kiesel
Petra Schaaf
Sabine Krott
Petra Schaaf
Petra Schaaf
Edit Dates
31.05.2005 14:34:05
14.04.2005 10:25:08
09.02.2005 10:40:27
13.01.2005 10:28:49
12.01.2005 18:04:17
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