DocumentCode :
2232051
Title :
Fast panoramic face mosaicing and recognition
Author :
Yang, Fan ; Paindavoine, Michel ; Abdi, Hervé
Author_Institution :
Lab. Le2i, Univ. de Bourgogne, Dijon, France
fYear :
2005
fDate :
15-17 Sept. 2005
Firstpage :
197
Lastpage :
202
Abstract :
In this article, we present some development results of a system that performs mosaicing (or mosaicking) of panoramic faces. Our objective is to study the feasibility of panoramic face construction in real-time. To do so, we built a simple acquisition system composed of 5 standard cameras which, together, can take simultaneously 5 views of a face at different angles. Then, we chose an easily hardware-achievable algorithm, consisting of successive linear transformations, in order to compose a panoramic face from these 5 views. The method has been tested on a relatively large number of faces. In order to validate our system of panoramic face mosaicing, we also conducted a preliminary study on panoramic faces recognition, based on the principal component method. Experimental results show the feasibility and viability of our system.
Keywords :
face recognition; image segmentation; principal component analysis; cameras; face recognition; hardware-achievable algorithm; linear transformations; panoramic face construction; panoramic face mosaicing; principal component method; Cameras; Cognition; Costs; Face detection; Face recognition; Humans; Image processing; Pattern recognition; Real time systems; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing and Analysis, 2005. ISPA 2005. Proceedings of the 4th International Symposium on
ISSN :
1845-5921
Print_ISBN :
953-184-089-X
Type :
conf
DOI :
10.1109/ISPA.2005.195409
Filename :
1521288
Link To Document :
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