DocumentCode :
3354855
Title :
Automatic Detection of Anthropometric Features from Facial Images
Author :
Günay, Asuman ; Nabiyev, V.V.
Author_Institution :
Bilgisayar Muhendisligi Bolumu, Karadeniz Teknik Univ., Trabzon, Turkey
fYear :
2007
fDate :
11-13 June 2007
Firstpage :
1
Lastpage :
4
Abstract :
In this study we try to detect anthropometric features and estimate age from facial images. We designed a neural network and trained it for face detection. In order to locate the facial features we calculate the vertical and horizontal projections and search them for minimums and maximums. Later we calculate some geometrical ratios and differences which are used for age estimation. Experimental results show that our algorithm can detect the face and facial features successfully.
Keywords :
anthropometry; face recognition; feature extraction; learning (artificial intelligence); age estimation; anthropometric feature detection; face detection; facial images; neural network; Anthropometry; Computer vision; Face detection; Histograms; Linear discriminant analysis; Principal component analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th
Conference_Location :
Eskisehir
Print_ISBN :
1-4244-0719-2
Electronic_ISBN :
1-4244-0720-6
Type :
conf
DOI :
10.1109/SIU.2007.4298656
Filename :
4298656
Link To Document :
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