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MPI-INF D4 Publications :: Thesis :: Sunkel, Martin


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Thesis - Diploma Thesis | | Diplomarbeit


Author
Author(s)*:Sunkel, Martin
BibTeX citekey*:Sunkel2006
Language:English

Title, School
Title*:Face Detection and 3D Face Reconstruction
School:Universität des Saarlandes
Type of Thesis*:Diploma Thesis
Month:March
Year:2006


Note, Abstract, Copyright
LaTeX Abstract:A fully automated 3D face reconstruction system for faces in 2D images is presented. It is implemented

incorporating a method for facial feature detection into the initialization of the 3D face
reconstruction process provided by Blanz et al.[2][3]. The initialization of that method takes alignments
of previously selected facial feature points with their according vertices in the 3D face model.
Several methods for face detection are presented and discussed. In order to reliably detect facial
features independently of rotation and size of a face, support vector classifiers are applied. Their
data are represented by the gradient of the images used for training.
The training images are generated by using the 3D Morphable Face Model[2]. They are selected in
a database of face images with rotations around the vertical axis that was previously fitted to the
Morphable Model. That enables to select facial features within these images without user interaction.
In order to protect against detection outliers (which would disturb the reconstruction) the feature
points are validated by each other on base of their detected geometric position. On base of the
detection results a heuristic is provided filling up discarded feature points.

Keywords:Face Detection, Face Reconstruction
HyperLinks / References / URLs:http://www.mpi-inf.mpg.de/~msunkel/publications/Diploma-thesis.pdf
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Referees, Status, Dates
Status:Open
Date Kolloquium:25 January 2011

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:
@MASTERSTHESIS{Sunkel2006,
AUTHOR = {Sunkel, Martin},
TITLE = {Face Detection and 3D Face Reconstruction},
SCHOOL = {Universit{\"a}t des Saarlandes},
YEAR = {2006},
TYPE = {Diploma thesis}
MONTH = {March},
}


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