Title :
Effects of 3D registration on subspace based face recognition methods
Author :
Bulent Ustun;Ugur Halici;Ilkay Ulusoy;Tolga Inan
Author_Institution :
Elektrik ve Elektronik M?hendisli?i B?l?m?, Orta Do?u Teknik ?niversitesi, Turkey
fDate :
4/1/2008 12:00:00 AM
Abstract :
The effect of 3D registation is examined through various subspace based recognition algorithms. Iterative Closest Point (ICP) algorithm and its variations are used for registration and Eigenface, Fisherface, NMF (Nonnegative Matrix Factorization) and ICA (Independent Component Analysis) are used for recognition. It is observed that ICP and its variations converges to the place on the database FRGC v.1 used. Among the recognition algorithms Fisher-face and ICA are performed better than the others.
Keywords :
"Algorithm design and analysis","Three dimensional displays","Face recognition","Independent component analysis","Iterative closest point algorithm","Art","Conferences"
Conference_Titel :
Signal Processing, Communication and Applications Conference, 2008. SIU 2008. IEEE 16th
Print_ISBN :
978-1-4244-1998-2
DOI :
10.1109/SIU.2008.4632755
