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
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