exploring face images analysis: a technique for age estimation

Publish Year: 1403
نوع سند: مقاله کنفرانسی
زبان: English
View: 25

This Paper With 10 Page And PDF Format Ready To Download

  • Certificate
  • من نویسنده این مقاله هستم

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این Paper:

شناسه ملی سند علمی:

CONFIT01_0880

تاریخ نمایه سازی: 4 مهر 1403

Abstract:

Recently, there has been a lot of attention in computer vision, especially in face recognition. Recognition, and localization of facial features. Many important features can be extracted directly from the human face, such as age, gender, and race. Age estimation can be defined as an automatic process of classifying a face The image of a person's face to an exact age or a certain age range. Actually, age estimation from the face is still due to the effects of many internal factors such as gender and race and external factors such as environment and lifestyle. He accepted and was satisfied with many efforts to reach an accuracy and correctness of the task of age estimation. In this article, an attempt is made to present the main aspects that can increase the performance of the age estimation system, based on manual and deep models.This process has been presented with the titles (age estimation algorithms - characteristics of facial aging pattern - challenges in the age estimation process) which leads to a complete understanding of this issue.

Keywords:

Internet of Things - Biometrics - Regression - Age Estimation - Database - Age Simulation - Access Control and Monitoring - Age Estimation Evaluation Parameters - Craft Based Models - Texture Based Models

Authors

Sahar Sadeghi

Department of Electrical Engineering, Islamic Azad University Shahre-Qods Branch

Mohammad Dolatkhah

Department of computer engineering, Islamic Azad University Shahre-Qods Branch