Context-Aware Emotion Recognition Based on Visual Relationship Detection

• Published in: IEEE access Vol. 9; pp. 90465 - 90474
• Main Authors: Hoang, Manh-Hung, Kim, Soo-Hyung, Yang, Hyung-Jeong, Lee, Guee-Sang
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Affective computing; Context; context-aware; deep learning; Emotion recognition; Emotional factors; Emotions; Face recognition; Feature extraction; human-object interaction detection; Object recognition; Proposals; Semantics; Streaming media; Target detection; visual relationship detection; Visualization

Emotion recognition, which is a part of affective computing, draws a lot of attention from researchers because of its broad applications. Unlike previous approaches with the aim to recognize humans' emotional state using facial expression, speech or gesture, some researchers see the potential o...