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clviegas / SevenFacesOfStress

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The Seven Faces of Stress: Understanding Facial Activity Patterns during Cognitive Stress

Authors: Carla Viegas, Roy Maxion, Alexander Hauptmann, and João Magalhães

drawing

This repository contains additional information for FG2024 paper.

Proposed Method

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Results

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Data access

Please reach out to maxion@cs.cmu.edu to request access to the data.

If you use the data or find this project useful please cite the following papers:

@INPROCEEDINGS{8516497,
  author={Viegas, Carla and Maxion, Roy and Hauptmann, Alexander and Magalhães, João},
  booktitle={2024 18th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2024)}, 
  title={The Seven Faces of Stress: Understanding Facial Activity Patterns during Cognitive Stress}, 
  year={2024},
  volume={},
  number={},
  pages={},
  keywords={Stress;Lips;Stress measurement;Monitoring;Biomedical monitoring;Gold;Data visualization;affect recognition;stress detection;facial action units;person independent model;person dependent model},
  doi={}}

@INPROCEEDINGS{8516497,
  author={Viegas, Carla and Lau, Shing-Hon and Maxion, Roy and Hauptmann, Alexander},
  booktitle={2018 International Conference on Content-Based Multimedia Indexing (CBMI)}, 
  title={Towards Independent Stress Detection: A Dependent Model Using Facial Action Units}, 
  year={2018},
  volume={},
  number={},
  pages={1-6},
  keywords={Stress;Lips;Stress measurement;Monitoring;Biomedical monitoring;Gold;Data visualization;affect recognition;stress detection;facial action units;person independent model;person dependent model},
  doi={10.1109/CBMI.2018.8516497}}

@inproceedings{10.1145/3281151.3281158,
author = {Viegas, Carla and Lau, Shing-Hon and Maxion, Roy and Hauptmann, Alexander},
title = {Distinction of stress and non-stress tasks using facial action units},
year = {2018},
isbn = {9781450360029},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3281151.3281158},
doi = {10.1145/3281151.3281158},
booktitle = {Proceedings of the 20th International Conference on Multimodal Interaction: Adjunct},
articleno = {7},
numpages = {6},
keywords = {affective computing, facial action units, stress detection},
location = {Boulder, Colorado},
series = {ICMI '18}
}

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