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Author, Editor

Author(s):

Blanz, Volker
Scherbaum, Kristina
Seidel, Hans-Peter

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Not MPG Author(s):

Blanz, Volker

Editor(s):





BibTeX cite key*:

BlaScheSei07

Title, Booktitle

Title*:

Fitting a Morphable Model to 3D Scans of Faces


FittingAMorphableModelTo3DScans.pdf (423.18 KB)

Booktitle*:

Eleventh IEEE International Conference on Computer Vision

Event, URLs

URL of the conference:

http://iccv2007.rutgers.edu/

URL for downloading the paper:


Event Address*:

Rio de Janeiro, Brasil

Language:

English

Event Date*
(no longer used):


Organization:


Event Start Date:

14 October 2007

Event End Date:

20 October 2007

Publisher

Name*:

IEEE ICCV 2007, Omnipress

URL:


Address*:

Rio de Janeiro, Brazil

Type:


Vol, No, Year, pp.

Series:

DVD Proceedings

Volume:

CFP07198-CDR

Number:


Month:


Pages:

1-8

Year*:

2007

VG Wort Pages:

9

ISBN/ISSN:

978-1-4244-1631-8

Sequence Number:

4409029

DOI:




Note, Abstract, ©


(LaTeX) Abstract:

This paper presents a top-down approach to 3D data analysis by fitting a Morphable Model to scans of faces. In a unified framework, the algorithm optimizes shape, texture, pose and illumination simultaneously. The algorithm can be used as a core component in face recognition from scans. In an analysis-by-synthesis approach, raw scans are transformed into a PCA-based representation that is robust with respect to changes in pose and illumination. Illumination conditions are estimated in an explicit simulation that involves specular and diffuse components. The algorithm inverts the effect of shading in order to obtain the diffuse reflectance in each point of the facial surface. Our results include illumination correction, surface completion and face recognition on the FRGC database of scans.



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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{BlaScheSei07,
AUTHOR = {Blanz, Volker and Scherbaum, Kristina and Seidel, Hans-Peter},
TITLE = {Fitting a Morphable Model to 3D Scans of Faces},
BOOKTITLE = {Eleventh IEEE International Conference on Computer Vision},
PUBLISHER = {IEEE ICCV 2007, Omnipress},
YEAR = {2007},
VOLUME = {CFP07198-CDR},
PAGES = {1--8},
SERIES = {DVD Proceedings},
ADDRESS = {Rio de Janeiro, Brasil},
ISBN = {978-1-4244-1631-8},
}


Entry last modified by Anja Becker, 04/08/2009
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Editor(s)
Kristina Scherbaum
Created
12/11/2007 05:54:08 PM
Revisions
3.
2.
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Editor(s)
Anja Becker
Anja Becker
Kristina Scherbaum
Kristina Scherbaum
Edit Dates
04/08/2009 11:34:42 AM
04/08/2009 11:33:45 AM
02/13/2009 01:26:47 PM
12/11/2007 05:54:08 PM
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