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