Journal Article
@Article
Artikel in Fachzeitschrift


Show entries of:

this year (2019) | last year (2018) | two years ago (2017) | Notes URL

Action:

login to update

Options:








Author, Editor(s)

Author(s):

Blanz, Volker
Vetter, Thomas

dblp
dblp



BibTeX cite key*:

BlanzVetter2003

Title

Title*:

Face Recognition Based on Fitting a 3D Morphable Model

Journal

Journal Title*:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Journal's URL:

http://computer.org/tpami/

Download URL
for the article:


Language:

English

Publisher

Publisher's
Name:

IEEE

Publisher's URL:

http://computer.org

Publisher's
Address:

Los Alamitos, USA

ISSN:

0162-8828

Vol, No, pp, Date

Volume*:

25

Number:

9

Publishing Date:

September 2003

Pages*:

1063 - 1074

Number of
VG Pages:

-

Page Start:


Page End:


Sequence Number:


DOI:


Note, Abstract, ©

Note:


(LaTeX) Abstract:

This paper presents a method for face recognition
across variations in pose ranging from frontal
to profile views, and across a wide range of
illuminations, including cast shadows and
specular reflections.
To account for these variations, the algorithm simulates
the process of image formation in 3D space, using computer graphics,
and it estimates 3D shape and texture of faces from single images.
The estimate is achieved by fitting a
statistical, morphable model of 3D faces to images.
The model is
learned from a set of textured 3D scans of heads.

We describe the construction of the morphable model,
an algorithm to fit the model to images, and a
framework for face identification.
In this framework, faces are represented by
model parameters for 3D shape and texture.
We present results obtained with 4488 images
from the publicly available CMU-PIE database,
and 1940 images from the FERET database.

URL for the Abstract:


Categories,
Keywords:

Face Recognition, Shape Estimation, Deformable Model, 3D Faces, Pose Invariance, Illumination Invariance.

HyperLinks / References / URLs:


Copyright Message:


Personal Comments:


Download
Access Level:

Intranet

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:

@ARTICLE{BlanzVetter2003,
AUTHOR = {Blanz, Volker and Vetter, Thomas},
TITLE = {Face Recognition Based on Fitting a 3D Morphable Model},
JOURNAL = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
PUBLISHER = {IEEE},
YEAR = {2003},
NUMBER = {9},
VOLUME = {25},
PAGES = {1063 -- 1074},
ADDRESS = {Los Alamitos, USA},
MONTH = {September},
ISBN = {0162-8828},
}


Entry last modified by Christine Kiesel, 03/12/2010
Show details for Edit History (please click the blue arrow to see the details)Edit History (please click the blue arrow to see the details)
Hide details for Edit History (please click the blue arrow to see the details)Edit History (please click the blue arrow to see the details)

Editor(s)
Volker Blanz
Created
03/17/2003 11:18:38 AM
Revisions
3.
2.
1.
0.
Editor(s)
Christine Kiesel
Christine Kiesel
Volker Blanz
Volker Blanz
Edit Dates
24.05.2005 16:07:31
30.06.2004 11:31:34
01/08/2004 12:21:14 PM
03/17/2003 11:18:38 AM