Facial Emotion Recognition with AI

被引:0
作者
Ballesteros, Jesus A. [1 ]
Ramirez, Gabriel M., V [2 ,3 ,4 ]
Moreira, Fernando [4 ]
Solano, Andres [5 ]
Alberto Pelaez, Carlos [5 ]
机构
[1] Univ la Rioja, Logrono, Spain
[2] Univ Medellin, Fac Ingn, Medellin, Colombia
[3] Univ Portucalense, REMIT, Aveiro, Portugal
[4] Univ Aveiro, IEETA, Aveiro, Portugal
[5] Univ Autonoma Occidente, Kmt 2 Via Cali Jamundi, Cali, Colombia
来源
HUMAN-COMPUTER INTERACTION, HCI-COLLAB 2023 | 2024年 / 1877卷
关键词
Facial emotion; Recognition; AI;
D O I
10.1007/978-3-031-57982-0_14
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The paper presents a work with AI on using computer vision algorithms to detect human emotions in the context of the video when the user looks at different video images. This work aims to present the development of software that detects emotions by recognizing users' facial expressions using AI algorithms and image process pipelines. The process of seeing emotions is done by evaluating users with images, which has allowed the application of computer vision algorithms that detect images according to the authors of the discipline of psychology, who propose the emotions and how they can be recognized. In this work, it has been demonstrated that it is possible to recognize emotions with the algorithms used and the development and training of the software performed from facial expressions. However, for a correct interpretation of emotions, the system must be trained in a context with more images and other complementary algorithms that allow differentiating emotions represented by facial expressions with very similar patterns to improve certainty and accuracy.
引用
收藏
页码:169 / 184
页数:16
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