PortraitEmotion3D: A Novel Dataset and 3D Emotion Estimation Method for Artistic Portraiture Analysis

• Published in: Applied sciences Vol. 14; no. 23; p. 11235
• Main Authors: Liu, Shao, Agaian, Sos, Grigoryan, Artyom
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.12.2024
• Subjects: Artificial intelligence; attention mechanism; Computational linguistics; Computer vision; Datasets; deep learning; Emotions; Entertainment industry; image processing; Language processing; Machine learning; Methods; Natural language interfaces; Neural networks; Portraits; vehicle re-identification

Facial Expression Recognition (FER) has been widely explored in realistic settings; however, its application to artistic portraiture presents unique challenges due to the stylistic interpretations of artists and the complex interplay of emotions conveyed by both the artist and the subject. This stud...