Face localization for facial features extraction using a symmetrical filter and linear Hough transform

In this paper, face localization for facial feature extraction is presented. The method consists of three steps: (1) facial features enhancement using symmetrical filter, and then the morphological process is applied to examine the edge, peaks, and valley fields; (2) line construction using linear H...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Arof, Hamzah, Ahmad, Fauzan, Shah, Noraisyah Mohamed
التنسيق: مقال
منشور في: Springer 2008
الموضوعات:
الوصول للمادة أونلاين:http://eprints.um.edu.my/25627/
https://doi.org/10.1007/s10015-007-0459-3
الوسوم: إضافة وسم
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الوصف
الملخص:In this paper, face localization for facial feature extraction is presented. The method consists of three steps: (1) facial features enhancement using symmetrical filter, and then the morphological process is applied to examine the edge, peaks, and valley fields; (2) line construction using linear Hough transform; (3) localization of the face region based on the constructed lines and the elimination of excess areas outside the face boundary. © 2008 International Symposium on Artificial Life and Robotics (ISAROB).