Emotions Recognition in people with Autism using Facial Expressions and Machine Learning Techniques: Survey

Mays Ali Shaker; Amina Atiya Dawood

doi:10.29196/jubpas.v31i2.4667

Article Details

Emotions Recognition in people with Autism using Facial Expressions and Machine Learning Techniques: Survey

Authors:

Mays Ali Shaker | Amina Atiya Dawood

Publisher:

University of Babylon

Journal:

JOURNAL OF UNIVERSITY OF BABYLON for Pure and Applied Sciences Vol.31 Issue 2, pp.128-136

Document Type:

Article

Publication Date:

6/2023

Document Language:

English

Document ID (Org No.):

2001383120

pISSN:

2312-8135

DOI:

10.29196/jubpas.v31i2.4667

Keywords:

Abstract:

 Recently, a lot of studies have been interested in recognizing and detection of emotions in people with autism. The main goal of this paper is to survey different studies which have been concerned emotional state of people with autism. The survey includes two parts, first one focused on studies which use facial expressions to recognize and detect emotions. As facial expressions are considered the affective and important techniques which is used to express different patterns of emotions. Second parts of this study, focuses on different technical methods like machine learning, deep learning and other algorithms that are employed to analyze and determine the facial behaviors of people with autism. To find the optimal solution, a comparison of current emotion-detecting systems is investigated in this paper.

Article Details

Emotions Recognition in people with Autism using Facial Expressions and Machine Learning Techniques: Survey

Authors:

Mays Ali Shaker | Amina Atiya Dawood

Publisher:

University of Babylon

Journal:

JOURNAL OF UNIVERSITY OF BABYLON for Pure and Applied Sciences Vol.31 Issue 2, pp.128-136

Document Type:

Article

Publication Date:

6/2023

Document Language:

English

Document ID (Org No.):

2001383120

pISSN:

2312-8135

DOI:

10.29196/jubpas.v31i2.4667

اضطراب طيف التوحد

تعبيرات الوجه

التعرف على المشاعر

الحالة العاطفية

Issues

Article Details

Emotions Recognition in people with Autism using Facial Expressions and Machine Learning Techniques: Survey

Authors: Mays Ali Shaker | Amina Atiya Dawood

Publisher: University of Babylon

Journal: JOURNAL OF UNIVERSITY OF BABYLON for Pure and Applied Sciences Vol.31 Issue 2, pp.128-136

Document Type: Article

Publication Date: 6/2023

Document Language: English

Document ID (Org No.): 2001383120

pISSN: 2312-8135

DOI: 10.29196/jubpas.v31i2.4667

اضطراب طيف التوحد

تعبيرات الوجه

التعرف على المشاعر

الحالة العاطفية

Issues

Authors:

Mays Ali Shaker | Amina Atiya Dawood

Publisher:

University of Babylon

Journal:

JOURNAL OF UNIVERSITY OF BABYLON for Pure and Applied Sciences Vol.31 Issue 2, pp.128-136

Document Type:

Article

Publication Date:

6/2023

Document Language:

English

Document ID (Org No.):

2001383120

pISSN:

2312-8135

DOI:

10.29196/jubpas.v31i2.4667