A Survey on Human Emotion Recognition Approaches,Databases and Applications

ELCVIA Electronic Letters on Computer Vision and Image Analysis

C. Vinola²  K. Vimaladevi¹ 

[1] P.S.R.Engineering College;Francis Xavier Engineering College

关键词: Emotion recognition;    Affective Computing;    Artificial Intelligence;    Human Computer Interaction;   

DOI  :  

学科分类：计算机科学（综合）

来源: ELCVIA

【 摘 要 】

This paper presents the various emotion classification and recognition systems which implement methods aiming at improving Human Machine Interaction. The modalities and approaches used for affect detection vary and contribute to accuracy and efficacy in detecting emotions of human beings. This paper discovers them in a comparison and descriptive manner. Various applications that use the methodologies in different contexts to address the challenges in real time are discussed. This survey also describes the databases that can be used as standard data sets in the process of emotion identification. Thus an integrated discussion of methods, databases used and applications pertaining to the emerging field of Affective Computing (AC) is done and surveyed. This paper presents the various emotion classification and recognition systems which implement methods aiming at improving Human Machine Interaction. The modalities and approaches used for affect detection vary and contribute to accuracy and efficacy in detecting emotions of human beings. This paper discovers them in a comparison and descriptive manner. Various applications that use the methodologies in different contexts to address the challenges in real time are discussed. This survey also describes the databases that can be used as standard data sets in the process of emotion identification. Thus an integrated discussion of methods, databases used and applications pertaining to the emerging field of Affective Computing (AC) is done and surveyed.

【 授权许可】

Unknown