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Author, Editor

Author(s):

Ivrissimtzis, Ioannis
Jeong, Won-Ki
Lee, Seungyong
Lee, Yunjin
Seidel, Hans-Peter

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Editor(s):





BibTeX Citekey*:

IvrissimtzisJeongLeeLeeSeidel2004

Language:

English

Title, Institution

Title*:

Neural Meshes: Surface Reconstruction with a Learning Algorithm

Institution*:

Max-Planck-Institut für Informatik

Publishers or Institutions Address*:

Stuhlsatzenhausweg 85, 66123 Saarbrücken, Germany

Type:

Research Report

No, Year, pp.,

Number*:

MPI-I-2004-4-005

Pages*:

22

Month:

October

VG Wort
Pages*:


Year*:

2004

ISBN/ISSN:

0946-011X





DOI:




Note, Abstract, ©

Note:


(LaTeX) Abstract:

In this paper we propose a Learning algorithm for surface
reconstruction. Our algorithm simulates an incrementally expanding
neural network which learns a point cloud through a competitive
learning process. The topology is learned through statistics based
operators which create boundaries and merge them to create handles. We
study the algorithm theoretically, analyzing statistically its main
components, and experimentally, using an extensive range of input data sets.

Categories / Keywords:


Copyright Message:


HyperLinks / References / URLs:


Personal Comments:


File Upload:


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Access Level:

Public

Correlation

MPG Unit:

Max-Planck-Institut für Informatik



MPG Subunit:

Computer Graphics Group

Audience:

Expert

Appearance:

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


BibTeX Entry:
@TECHREPORT{IvrissimtzisJeongLeeLeeSeidel2004,
AUTHOR = {Ivrissimtzis, Ioannis and Jeong, Won-Ki and Lee, Seungyong and Lee, Yunjin and Seidel, Hans-Peter},
TITLE = {Neural Meshes: Surface Reconstruction with a Learning Algorithm},
PUBLISHER = {AG 4 - Seidel},
YEAR = {2004},
TYPE = {Research Report},
INSTITUTION = {Max-Planck-Institut für Informatik},
NUMBER = {MPI-I-2004-4-005},
PAGES = {22},
ADDRESS = {Stuhlsatzenhausweg 85, 66123 Saarbr{\"u}cken, Germany},
MONTH = {October},
ISBN = {0946-011X},
}


Entry last modified by Christine Kiesel, 03/12/2010
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08/12/2005 11:24:37 AM
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Christine Kiesel
Christine Kiesel
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Christine Kiesel
Christine Kiesel
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03.04.2007 15:54:17
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12.08.2005 11:32:32
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