A Novel Method for Human Age Group Classification Based on Correlation Fractal Dimension of Facial Edges
| المصدر: | مجلة جامعة الملك سعود - علوم الحاسب والمعلومات |
|---|---|
| الناشر: | جامعة الملك سعود |
| المؤلف الرئيسي: | Yarlagadda, Anuradha (Author) |
| مؤلفين آخرين: | Murthy, J. V. R. (Co-Author), Prasad, M. H. M. Krishna (Co-Author) |
| المجلد/العدد: | مج27, ع4 |
| محكمة: | نعم |
| الدولة: |
السعودية |
| التاريخ الميلادي: |
2015
|
| الصفحات: | 468 - 476 |
| DOI: |
10.33948/0584-027-004-011 |
| ISSN: |
1319-1578 |
| رقم MD: | 973758 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | science |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Age Group Classification | Correlation Fractal Dimension | Facial Image | Canny Edge | Facial Edge Image | Image Classification
|
| رابط المحتوى: |
| المستخلص: |
In the computer vision community, easy categorization of a person’s facial image into various age groups is often quite precise and is not pursued effectively. To address this problem, which is an important area of research, the present paper proposes an innovative method of age group classification system based on the Correlation Fractal Dimension of complex facial image. Wrinkles appear on the face with aging thereby changing the facial edges of the image. The proposed method is rotation and poses invariant. The present paper concentrates on developing an innovative technique that classifies facial images into four categories i.e. child image (0- 15), young adult image (15- 30), middle-aged adult image (31- 50), and senior adult image (>50) based on correlation FD value of a facial edge image. |
|---|---|
| ISSN: |
1319-1578 |
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