Rethinking Eye-blink

Assessing Task Difficulty through Physiological Representation of Spontaneous Blinking

Author: Dr. Youngjun Cho (UCL Computer Science)

Contact us Physiological Computing and Artificial Intelligence group (http://youngjuncho.com)

Before starting

Download Anaconda for python 3

https://www.anaconda.com/distribution/

Install basic libraries using the Conda console.

conda install -c conda-forge opencv
conda install pandas
pip install --upgrade numpy
pip install --upgrade matplotlib
...

scipy: 1.3.1
astropy: 3.2.3
tensorflow: 1.14.0
torchvision: 0.4.2
imutils: 0.5.3
dlib: 19.19.0
pandas: 0.25.1

Quick start:

Run demo.py (command: Python demo.py)

Preview video:

Citation:

Youngjun Cho. "Rethinking Eye-blink: Assessing Task Difficulty through Physiological Representation of Spontaneous Blinking." In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. ACM, 2021.

@inproceedings{youngjunrethinkingblink,  
  title={Rethinking Eye-blink: Assessing Task Difficulty through Physiological Representation of Spontaneous Blinking.},  
  author={Youngjun Cho},  
  proceedingtitle={In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. ACM},  
  year={2021}  
}