An Automatic Multimedia Likability Prediction System Based on Facial Expression of Observer

• Published in: IEEE access Vol. 9; pp. 110421 - 110434
• Main Authors: Bawa, Vivek Singh, Sharma, Shailza, Usman, Mohammed, Gupta, Abhimat, Kumar, Vinay
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Affective computing; Artificial neural networks; Brain modeling; Datasets; deep neural architecture; Emotion recognition; Face recognition; facial expression analysis; Feature extraction; Multimedia; multimedia evaluation system; Neural networks; representation learning; Social networking (online); Streaming media; Videos

Every individual's perception of multimedia content varies based on their interpretation. Therefore, it is quite challenging to predict likability of any multimedia just based on its content. This paper presents a novel system for analysis of facial expressions of subject against the multimedia...