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Face Authentication by retinotopic sampling of the Gabor decomposition and Support Vector Machines
Microprocessor and Interface Laboratory, Swiss Federal Institute of Technology (EFPL) CH-1015 Lausanne.
Microprocessor and Interface Laboratory, Swiss Federal Institute of Technology (EFPL) CH-1015 Lausanne.
Microprocessor and Interface Laboratory, Swiss Federal Institute of Technology (EFPL) CH-1015 Lausanne.ORCID-id: 0000-0002-4929-1262
1999 (engelsk)Inngår i: Proceedings of the 2nd International Conference on Audio and Video Based Biometric Person Authentication (AVBPA'99), Washington DC (USA), 1999, s. 125-129Konferansepaper, Publicerat paper (Annet vitenskapelig)
Abstract [en]

We describe a face authentication algorithm based on retinotopic sampling of the Gabor decomposition. A log-polar sampling grid is used to encode information from relevant regions of the face. Decision is based on a multi expert scheme, in which each expert independently authenticates the client based on a different facial feature. Implementation of the expert as Support Vector Machines is discussed. An alternative implementation using K-Nearest-Neighbours classifiers is presented for comparison.

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1999. s. 125-129
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URN: urn:nbn:se:hh:diva-14900OAI: oai:DiVA.org:hh-14900DiVA, id: diva2:408424
Konferanse
2nd International Conference on Audio and Video Based Biometric Person Authentication (AVBPA'99), March 22nd-24th, 1999, Washington DC (USA)
Tilgjengelig fra: 2011-04-04 Laget: 2011-04-04 Sist oppdatert: 2018-03-23bibliografisk kontrollert

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