RECOGNITION OF A PSYCHOEMOTIONAL STATE BASED ON VIDEO SURVEILLANCE: REVIEW
Currently, the determination of the psychoemotional state of the observed, including students and pupils, is an urgent task that has social significance. The pace of technology development and the increased interest of foreign and domestic specialists show that the automation of the determination of...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Al-Farabi Kazakh National University
2021-12-01
|
| Series: | Вестник КазНУ. Серия математика, механика, информатика |
| Subjects: | |
| Online Access: | https://bm.kaznu.kz/index.php/kaznu/article/view/959/637 |
| _version_ | 1811175397434327040 |
|---|---|
| author | Y. N. Amirgaliyev I. N. Bukenova |
| author_facet | Y. N. Amirgaliyev I. N. Bukenova |
| author_sort | Y. N. Amirgaliyev |
| collection | DOAJ |
| description | Currently, the determination of the psychoemotional state of the observed, including students and pupils, is an urgent task that has social significance. The pace of technology development and the increased interest of foreign and domestic specialists show that the automation of the determination of psychoemotional reactions is an actual and popular area of research. The article provides an overview of various literature sources on this topic, analyzes the existing types of emotional artificial intelligence that allow a computer to recognize and interpret human emotions and respond to them. The camera reads the person's state, and the neural network processes the data to determine the emotion. In addition, recent research papers published during 2019 and 2020 are included to present the latest advances in this field. |
| first_indexed | 2024-04-10T19:35:30Z |
| format | Article |
| id | doaj.art-58cd0c2a3d56411ea2ff5a0b716ee8b5 |
| institution | Directory Open Access Journal |
| issn | 1563-0277 2617-4871 |
| language | English |
| last_indexed | 2024-04-10T19:35:30Z |
| publishDate | 2021-12-01 |
| publisher | Al-Farabi Kazakh National University |
| record_format | Article |
| series | Вестник КазНУ. Серия математика, механика, информатика |
| spelling | doaj.art-58cd0c2a3d56411ea2ff5a0b716ee8b52023-01-30T05:35:39ZengAl-Farabi Kazakh National UniversityВестник КазНУ. Серия математика, механика, информатика1563-02772617-48712021-12-011124125133https://doi.org/10.26577/JMMCS.2021.v112.i4.11RECOGNITION OF A PSYCHOEMOTIONAL STATE BASED ON VIDEO SURVEILLANCE: REVIEWY. N. AmirgaliyevI. N. Bukenova0АТУCurrently, the determination of the psychoemotional state of the observed, including students and pupils, is an urgent task that has social significance. The pace of technology development and the increased interest of foreign and domestic specialists show that the automation of the determination of psychoemotional reactions is an actual and popular area of research. The article provides an overview of various literature sources on this topic, analyzes the existing types of emotional artificial intelligence that allow a computer to recognize and interpret human emotions and respond to them. The camera reads the person's state, and the neural network processes the data to determine the emotion. In addition, recent research papers published during 2019 and 2020 are included to present the latest advances in this field.https://bm.kaznu.kz/index.php/kaznu/article/view/959/637computer visionimage processingcluster analysissignal processingneural networkfiltering |
| spellingShingle | Y. N. Amirgaliyev I. N. Bukenova RECOGNITION OF A PSYCHOEMOTIONAL STATE BASED ON VIDEO SURVEILLANCE: REVIEW Вестник КазНУ. Серия математика, механика, информатика computer vision image processing cluster analysis signal processing neural network filtering |
| title | RECOGNITION OF A PSYCHOEMOTIONAL STATE BASED ON VIDEO SURVEILLANCE: REVIEW |
| title_full | RECOGNITION OF A PSYCHOEMOTIONAL STATE BASED ON VIDEO SURVEILLANCE: REVIEW |
| title_fullStr | RECOGNITION OF A PSYCHOEMOTIONAL STATE BASED ON VIDEO SURVEILLANCE: REVIEW |
| title_full_unstemmed | RECOGNITION OF A PSYCHOEMOTIONAL STATE BASED ON VIDEO SURVEILLANCE: REVIEW |
| title_short | RECOGNITION OF A PSYCHOEMOTIONAL STATE BASED ON VIDEO SURVEILLANCE: REVIEW |
| title_sort | recognition of a psychoemotional state based on video surveillance review |
| topic | computer vision image processing cluster analysis signal processing neural network filtering |
| url | https://bm.kaznu.kz/index.php/kaznu/article/view/959/637 |
| work_keys_str_mv | AT ynamirgaliyev recognitionofapsychoemotionalstatebasedonvideosurveillancereview AT inbukenova recognitionofapsychoemotionalstatebasedonvideosurveillancereview |