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Author, Editor

Author(s):

Saleem, Waqar
Wang, Danyi
Belyaev, Alexander
Seidel, Hans-Peter

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Editor(s):





BibTeX cite key*:

SaleemWBS_wss2006

Title, Booktitle

Title*:

Statistical Learning for Shape Applications


StatLearn_full.pdf (720.09 KB)

Booktitle*:

1st International Symposium on Shapes and Semantics

Event, URLs

URL of the conference:

http://www.aimatshape.net/event/shapes-and-semantics

URL for downloading the paper:


Event Address*:

Matsushima, JAPAN

Language:

English

Event Date*
(no longer used):


Organization:


Event Start Date:

17 June 2006

Event End Date:

17 June 2006

Publisher

Name*:

CNR

URL:

http://www.ge.cnr.it

Address*:

Genova, Italy

Type:


Vol, No, Year, pp.

Series:


Volume:


Number:


Month:

June

Pages:

53-60

Year*:

2006

VG Wort Pages:


ISBN/ISSN:


Sequence Number:


DOI:




Note, Abstract, ©


(LaTeX) Abstract:

Statistical methods are well suited to the large amounts of data typically involved in digital shape applications. In this paper, we look at two statistical learning methods related to digital shape processing. The first, \textit{neural meshes}, learns the shape of a given point cloud \--- the surface reconstruction problem \--- in $O(n^2)$ time. We present an alternate implementation of the algorithm that takes $O(n\log n)$ time. Secondly, we present a simple method to automatically learn the correct orientation of a shape in an image from a database of images with correctly oriented shapes.



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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:

@INPROCEEDINGS{SaleemWBS_wss2006,
AUTHOR = {Saleem, Waqar and Wang, Danyi and Belyaev, Alexander and Seidel, Hans-Peter},
TITLE = {Statistical Learning for Shape Applications},
BOOKTITLE = {1st International Symposium on Shapes and Semantics},
PUBLISHER = {CNR},
YEAR = {2006},
PAGES = {53--60},
ADDRESS = {Matsushima, JAPAN},
MONTH = {June},
}


Entry last modified by Christine Kiesel, 03/07/2007
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Editor(s)
Waqar Saleem
Created
06/26/2006 05:40:32 PM
Revision
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Editor
Christine Kiesel
Waqar Saleem


Edit Date
07.03.2007 10:44:57
06/26/2006 05:40:32 PM


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