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Face recognition using neural networks and pattern averaging (Khashman, Adnan,)
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Face recognition using neural networks and pattern averaging
Author:
 Khashman, Adnan, Search Author in Amazon Books

Publisher:
Springer,
ISBN:
 3-540-34437-3
Edition:
 2006.
Classification:
 QA76
Detailed notes
    - The human ability to recognize objects has not so far been matched by intelligent machines. This is more evident when it comes to recognizing faces, where a quick human "glance" is sufficient to recognize a "familiar" face. Face recognition has recently attracted more research aimed at developing reliable recognition by machines. Current face recognition methods rely on detecting certain features within a face and using these features for face recognition. This paper introduces a novel approach to face recognition by simulating our ability to recognize "familiar" faces after a quick "glance" using pattern averaging and neural networks. A real-life application will be presented throughout recognizing the faces of 30 persons. Time costs and the neural network parameters will be described, in addition to future work aimed at further improving the developed system.
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Status
Library
Section
EOL-1747
Item available
NEU Grand LibraryOnline (QA76 .F33 2006)
Online electronic
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