Generative neural network for emotion recognition

• Main Author: Chen, Hailin
• Other Authors: Jagath C. Rajapakse
• Format: Final Year Project
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: http://hdl.handle.net/10356/77200
• Institution: Nanyang Technological University

Recognising affect from visual data has long been a research interest. However, annota- tions of affect in images/videos are expensive to acquire and current datasets all have limitations of either being too small or containing imbalanced affect classes. . In other at- tempts of data augmentation fo...