Event Details
Addressing Class Imbalance in Facial Emotion Recognition
Presenter: Sarvenaz Ghafourian
Supervisor:
Date: Mon, November 22, 2021
Time: 10:30:00 - 11:30:00
Place: ZOOM - Please see below.
ABSTRACT
Zoom meeting link: https://uvic.zoom.us/j/7244073658?pwd=ZWRiZGkwRFFnaEdsMGgvdDZ2WnVmUT09
Meeting ID: 724 407 3658
Password: P37YPD
Note: Please log in to Zoom via SSO and your UVic Netlink ID
Abstract:
The wide usage of computer vision in many perspectives has been attracted in the recent years. One of the areas of computer vision that has been studied is facial emotion recognition, which plays a crucial role in the interpersonal communication. This work demonstrates the advances could be made in this field. This work tackles the problem of intraclass variances in the face images of emotion recognition datasets. We test the system on an augmented dataset including CK+, EMOTIC, and KDEF dataset samples, which increase the intraclass variances in the face images of our dataset. The proposed method is based on SMOTETomek.