Seonwook Park



News

26th September 2020
We have a paper accepted at NeurIPS on learning photo-realistic gaze redirection from in-the-wild images, via the self-learning of factors of variations.
23rd August 2020
Thank you for attending OpenEyes 2020, an ECCV workshop. Please find the video recordings of our virtual workshop at our webpage: https://openeyes-workshop.github.io/
2nd July 2020
We have 2 gaze dataset papers accepted at ECCV.
5th June 2020
I successfully defended my PhD. Many thanks to my examiners: Otmar Hilliges, Jean-Marc Odobez, Shalini De Mello, and Siyu Tang.

Biography


I am currently a Research Scientist at Lunit Inc.

I completed my doctoral studies in June 2020 under Prof. Dr. Otmar Hilliges, at the Department of Computer Science at ETH Zurich. My main research interest lay in the intersection of eye tracking and deep learning, with the purpose of bringing eye tracking technology to everyone. I did so by focusing on gaze estimation from challenging monocular RGB images taken in natural every-day scenarios outside of the laboratory.

Before joining the AIT lab in March 2017, I carried out a master thesis project at the Computer Vision and Geometry Group as part of the master programme in Computational Science and Engineering. I originally come from Seoul, a city in the Republic of Korea.


Additional Links:



Papers


Self-Learning Transformations for Improving Gaze and Head Redirection


Towards End-to-end Video-based Eye-Tracking


Teaser-Picture

ETH-XGaze: A Large Scale Dataset for Gaze Estimation under Extreme Head Pose and Gaze Variation

AuthorsX. Zhang, S. Park, T. Beeler, D. Bradley, S. Tang, O. Hilliges
In ProceedingsEuropean Conference on Computer Vision (ECCV), 2020

Accepted as Spotlight Presentation

Teaser-Picture

Accurate Real-time 3D Gaze Tracking Using a Lightweight Eyeball Calibration


Teaser-Picture

Detecting Relevance during Decision-Making from Eye Movements for UI Adaptation

AuthorsA. Feit*, L. Vordemann*, S. Park, C. Bérubé, O. Hilliges
In ProceedingsACM Symposium on Eye Tracking Research and Applications (ETRA), 2020
* These two authors contributed equally to this work.

Content-Consistent Generation of Realistic Eyes with Style

AuthorsM. C. Buehler, S. Park, S. De Mello, X. Zhang, O. Hilliges
In ProceedingsInternational Conference on Computer Vision Workshops (ICCVW), Seoul, Korea, 2019

OpenEDS Image Generation Challenge Winner

Few-Shot Adaptive Gaze Estimation

AuthorsS. Park*, S. De Mello*, P. Molchanov, U. Iqbal, O. Hilliges, J. Kautz
In ProceedingsInternational Conference on Computer Vision (ICCV), Seoul, Korea, 2019
* These two authors contributed equally to this work.

Accepted as Oral Presentation

Teaser-Picture

Deep Pictorial Gaze Estimation

AuthorsS. Park, A. Spurr, O. Hilliges
In ProceedingsEuropean Conference on Computer Vision (ECCV), Munich, Germany, 2018

Learning to Find Eye Region Landmarks for Remote Gaze Estimation in Unconstrained Settings

AuthorsS. Park, X. Zhang, A. Bulling, O. Hilliges
In ProceedingsACM Symposium on Eye Tracking Research and Applications (ETRA), Warsaw, Poland, 2018

Best Presentation Award

Teaser-Picture

Cross-modal deep variational hand pose estimation


Teaser-Picture

AdaM: Adapting Multi-User Interfaces for Collaborative Environments in Real-Time

AuthorsS. Park, C. Gebhardt*, R. Rädle*, A. Feit, H. Vrzakova, N. Dayama, H. Yeo, C. Klokmose, A. Quigley, A. Oulasvirta, O. Hilliges
In ProceedingsSIGCHI Conference on Human Factors in Computing Systems, Montréal, Canada, 2018
* These two authors contributed equally to this work.

Illumination Change Robustness in Direct Visual SLAM

AuthorsS. Park, T. Schöps, M. Pollefeys
In ProceedingsIEEE International Conference on Robotics and Automation (ICRA), Singapore, May 2017


Academic Activities

Reviewing

2020
TPAMI, CVPR, OpenEyes, EmotiW
2019
TPAMI, CVPR, ICCV, BMVC, ACM (CHI, UIST, TOG), IEEE ICRA, GAZE

Teaching

Student Theses

2020
MA Yufeng Zheng Self-learning Transformations for Improving Gaze and Head Redirection
2019
BA Lukas Vordemann Automatically adapting a financial dashboard to support visual search
SA Marcel Bühler FP-GAN – Eye Gaze Estimation via Feature-Preserving Translation into the Synthetic Domain
2018
MA Amirreza Bahreini Head Pose Estimation for Gaze Estimation
BA Matteo Signer Calibrated Real-time Eye Tracking with Deep Learning
2017
SA Spyridon Angelopoulos Can we use Super-Resolution to improve appearance-based gaze estimation?

Courses