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Konum ve doku bilgisinin ortak dağılımını kullanarak yüz özniteliklerinin istatistiksel çıkarımı (Statistical facial feature extraction using joint distribution of location and texture information)

Yılmaz, Mustafa Berkay and Erdoğan, Hakan and Ünel, Mustafa (2009) Konum ve doku bilgisinin ortak dağılımını kullanarak yüz özniteliklerinin istatistiksel çıkarımı (Statistical facial feature extraction using joint distribution of location and texture information). In: IEEE 17th Signal Processing and Communications Applications Conference, 2009 (SIU 2009), Antalya, Türkiye

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Official URL: http://dx.doi.org/10.1109/SIU.2009.5136471

Abstract

A facial feature extraction method is proposed in this work, which uses location and texture information given a face image. Location and texture information can automatically be learnt by the system, from a training data. Best facial feature locations are found by maximizing the joint distribution of location and texture information of facial features. Performance of the method was found promising after it is tested using 100 test images. Also it is observed that this new method performs better than active appearance models for the same test data.

Item Type:Papers in Conference Proceedings
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK5101-6720 Telecommunication
ID Code:12747
Deposited By:Hakan Erdoğan
Deposited On:18 Nov 2009 21:23
Last Modified:25 May 2011 14:19

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