Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Performance comparison of the proposed FER method with some past methods evaluated on IRDatabase.
| Work references | Method | Accuracy (%) |
|---|---|---|
| Kopaczka et al.12 | HOG-SVM | 46.7 |
| Kopaczka et al.40 | HOG features with Random Forest classifier (Neutral, Happy, Sad and Surprised) | 65.7 |
| Prabhakaran et al.28 | ResNet152-V2 | 79.54 |
| Proposed method | IRFacExNet | 88.433 |
Bold value indicates result of the proposed methodology.
