عنوان المقالة: Multimodal Age and Gender Estimation for Adaptive Human-Robot Interaction: A Systematic Literature Review
حسين عبد الكريم يونس | hussain A.younis | 5876
نوع النشر
مجلة علمية
المؤلفون بالعربي
حسين يونس، نور إنتان ريحانة رحيم، أمير عبد الله بدر، علياء عبد الحسن، إبراهيم محمد الفضلي، وئام محمد بن جمعة، إيمان التويجري، ماجد ناصر
المؤلفون بالإنجليزي
Hussain A Younis, Nur Intan Raihana Ruhaiyem, Ameer A Badr, Alia K Abdul-Hassan, Ibrahim M Alfadli, Weam M Binjumah, Eman A Altuwaijri, Maged Nasser
الملخص الانجليزي
Identifying the gender of a person and his age by way of speaking is considered a crucial task in computer vision. It is a very important and active research topic with many areas of application, such as identifying a person, trustworthiness, demographic analysis, safety and health knowledge, visual monitoring, and aging progress. Data matching is to identify the gender of the person and his age. Thus, the study touches on a review of many research papers from 2016 to 2022. At the heart of the topic, many systematic reviews of multimodal pedagogies in Age and Gender Estimation for Adaptive were undertaken. However, no current study of the theme concerns connected to multimodal pedagogies in Age and Gender Estimation for Adaptive Learning has been published. The multimodal pedagogies in four different databases within the keywords indicate the heart of the topic. A qualitative thematic analysis based on 48 articles found during the search revealed four common themes, such as multimodal engagement and speech with the Human-Robot Interaction life world. The study touches on the presentation of many major concepts, namely Age Estimation, Gender Estimation, Speaker Recognition, Speech recognition, Speaker Localization, and Speaker Gender Identification. According to specific criteria, they were presented to all studies. The essay compares these themes to the thematic findings of other review studies on the same topic such as multimodal age, gender estimation, and dataset used. The main objective of this paper is to provide a comprehensive analysis based on the surveyed region. The study provides a platform for professors …
تاريخ النشر
15/05/2023
الناشر
Processes
رقم المجلد
5
رقم العدد
8
الصفحات
1488
رابط الملف
تحميل (0 مرات التحميل)
الكلمات المفتاحية
multimodal; age estimation; gender estimation; speech; image; dataset
رجوع