DocumentCode
591458
Title
An unsupervised Learning Network for face identification and subsequent localization
Author
Sarker, Goutam
Author_Institution
CSE Dept., NIT Durgapur, Durgapur, India
fYear
2012
fDate
28-29 Dec. 2012
Firstpage
632
Lastpage
635
Abstract
The detection, localization and identification of faces in an image are some of the essential intelligent computer vision activities. The present method is almost orientation or rotation invariant. This employs various Competitive Learning Networks to perform these face identification and localization tasks. The technique is partially independent of orientation or rotation of the faces in the image. Also the identification rate of the faces is quiet moderate.
Keywords
computer vision; face recognition; unsupervised learning; competitive learning networks; face detection; face identification; face localization; facial image; intelligent computer vision activities; orientation invariant; rotation invariant; unsupervised learning network; Face; Image recognition; Object recognition; Pattern recognition; Testing; Training; Vectors; ANN; Competitive Learning Network; Detection Rate; Face Detection; Face Identification; False Positive and False Negative; Identification Rate; Machine Learning;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Devices and Intelligent Systems (CODIS), 2012 International Conference on
Conference_Location
Kolkata
Print_ISBN
978-1-4673-4699-3
Type
conf
DOI
10.1109/CODIS.2012.6422282
Filename
6422282
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