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العنوان
Exemplars combination using genetic algorithm for accurate face landmark localization /
الناشر
Mostafa Mohamed Izz Eldin Shehata ,
المؤلف
Mostafa Mohamed Izz Eldin Shehata
هيئة الاعداد
باحث / Mostafa Mohamed Izz Eldin Shehata
مشرف / Elsayed E. Hemayed
مشرف / Ahmed M. Darwish
مشرف / Reda A. Ahmed
تاريخ النشر
2014
عدد الصفحات
57 P. :
اللغة
الإنجليزية
الدرجة
ماجستير
التخصص
الهندسة (متفرقات)
تاريخ الإجازة
26/3/2015
مكان الإجازة
جامعة القاهرة - كلية الهندسة - Computer Engineering
الفهرس
Only 14 pages are availabe for public view

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Abstract

Accurate face landmarks localization is one of the fundamental steps in many computer vision problems. In this thesis we propose a method for accurately localizing these landmarks based on: (1) modeling faces as non- linear combination of exemplars; (2) the model and optimization is done using genetic algorithm to best model this problem. Performance evaluation of our EC-GA algorithm showed that our algorithm outperformed many sate-of-art methods on di{uFB00}erent public datasets