Oulu-CASIA NIR&VIS facial expression database
The Oulu-CASIA NIR&VIS facial expression database consists of six expressions (surprise, happiness, sadness, anger, fear and disgust) from 80 people between 23 and 58 years old. 73.8% of the subjects are males. The subjects were asked to sit on a chair in the observation room in a way that he/ she is in front of camera. Camera-face distance is about 60 cm. Subjects were asked to make a facial expression according to an expression example shown in picture sequences. The imaging hardware works at the rate of 25 frames per second and the image resolution is 320 × 240 pixels.
Source: Facial expression recognition from near-infrared videos
Image Source: https://arxiv.org/abs/1712.03474
Variants: Oulu-CASIA, CASIA NIR-VIS 2.0, Oulu-CASIA NIR-VIS
This dataset is used in 2 benchmarks:
| Task | Model | Paper | Date |
|---|---|---|---|
| Facial Expression Recognition (FER) | Dynamic MTL | Dynamic Multi-Task Learning for Face … | 2019-11-08 |
| Facial Expression Recognition (FER) | PPDN | Peak-Piloted Deep Network for Facial … | 2016-07-24 |
| Face Verification | DeepId2+ | Deeply learned face representations are … | 2014-12-03 |
Recent papers with results on this dataset: