DocumentCode
3500347
Title
Face recognition based on a 3D morphable model
Author
Blanz, Volker
Author_Institution
Siegen Univ.
fYear
2006
fDate
2-6 April 2006
Firstpage
617
Lastpage
624
Abstract
This paper summarizes the main concepts of morphable models of 3D faces, and describes two algorithms for 3D surface reconstruction and face recognition. The first algorithm is based on an analysis-by-synthesis technique that estimates shape and pose by fully reproducing the appearance of the face in the image. The second algorithm is based on a set of feature point locations, producing high-resolution shape estimates in computation times of 0.25 seconds. A variety of different application paradigms for model-based face recognition are discussed
Keywords
face recognition; gesture recognition; image morphing; image reconstruction; 3D morphable face model; 3D surface reconstruction; analysis-by-synthesis technique; feature point locations; model-based face recognition; Algorithm design and analysis; Computer graphics; Face detection; Face recognition; Image analysis; Image reconstruction; Lighting; Shape; Solid modeling; Surface reconstruction;
fLanguage
English
Publisher
ieee
Conference_Titel
Automatic Face and Gesture Recognition, 2006. FGR 2006. 7th International Conference on
Conference_Location
Southampton
Print_ISBN
0-7695-2503-2
Type
conf
DOI
10.1109/FGR.2006.42
Filename
1613087
Link To Document