ML Anthology

Event-Based Eye Tracking. AIS 2024 Challenge Survey

Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen, Zhengjun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brüers, Sébastien M. Crouzet, Douglas McLelland, Olivier Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lica, David Dinucu-Jianu, Catalin Grîu, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai
CVPRW 2024 pp. 5810-5825
doi:10.1109/CVPRW63382.2024.00590 /cvprw/2024/wang2024cvprw-eventbased/

Abstract

This survey reviews the AIS 2024 Event-Based Eye Tracking (EET) Challenge. The task of the challenge focuses on processing eye movement recorded with event cameras and predicting the pupil center of the eye. The challenge emphasizes efficient eye tracking with event cameras to achieve good task accuracy and efficiency trade-off. During the challenge period, 38 participants registered for the Kaggle competition, and 8 teams submitted a challenge factsheet. The novel and diverse methods from the submitted factsheets are reviewed and analyzed in this survey to advance future event-based eye tracking research.

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Cite

Text

Wang et al. "Event-Based Eye Tracking. AIS 2024 Challenge Survey." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2024. doi:10.1109/CVPRW63382.2024.00590

Markdown

[Wang et al. "Event-Based Eye Tracking. AIS 2024 Challenge Survey." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2024.](https://mlanthology.org/cvprw/2024/wang2024cvprw-eventbased/) doi:10.1109/CVPRW63382.2024.00590

BibTeX

@inproceedings{wang2024cvprw-eventbased,
  title     = {{Event-Based Eye Tracking. AIS 2024 Challenge Survey}},
  author    = {Wang, Zuowen and Gao, Chang and Wu, Zongwei and Conde, Marcos V. and Timofte, Radu and Liu, Shih-Chii and Chen, Qinyu and Zha, Zhengjun and Zhai, Wei and Han, Han and Liao, Bohao and Wu, Yuliang and Wan, Zengyu and Wang, Zhong and Cao, Yang and Tan, Ganchao and Chen, Jinze and Pei, Yan Ru and Brüers, Sasskia and Crouzet, Sébastien M. and McLelland, Douglas and Coenen, Olivier and Zhang, Baoheng and Gao, Yizhao and Li, Jingyuan and So, Hayden Kwok-Hay and Bich, Philippe and Boretti, Chiara and Prono, Luciano and Lica, Mircea and Dinucu-Jianu, David and Grîu, Catalin and Lin, Xiaopeng and Ren, Hongwei and Cheng, Bojun and Zhang, Xinan and Vial, Valentin and Yezzi, Anthony and Tsai, James},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2024},
  pages     = {5810-5825},
  doi       = {10.1109/CVPRW63382.2024.00590},
  url       = {https://mlanthology.org/cvprw/2024/wang2024cvprw-eventbased/}
}