2024
GazeHTA: End-to-end Gaze Target Detection with Head-Target Association
Zhi-Yi Lin, Jouh Yeong Chew, Jan van Gemert, Xucong Zhang. (under submission), 2024.
[PDF]
3D Kinematics Estimation from Video with a Biomechanical Model and Synthetic Training Data
Zhi-Yi Lin, Bofan Lyu, Judith Cueto Fernandez, Eline van der Kruk, Ajay Seth, Xucong Zhang. CVPR workshop, 2024.
2023
Unsupervised Gaze-aware Contrastive Learning with Subject-specific Condition
Lingyu Du, Xucong Zhang, Guohao Lan. arXiv, 2023.
[PDF]
Investigation of Architectures and Receptive Fields for Appearance-based Gaze Estimation
Yunhan Wang, Xiangwei Shi, Shalini De Mello, Hyung Jin Chang, Xucong Zhang. Technical Report, 2023.
Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement
Jiawei Qin, Takuru Shimoyama, Xucong Zhang, Yusuke Sugano. (under submission), 2023.
[PDF]
EFE: End-to-end Frame-to-Gaze Estimation
Haldun Balim, Seonwook Park*, Xi Wang*, Xucong Zhang*, Otmar Hilliges. CVPR Workshop, 2023.
[PDF]
GazeNeRF: 3D-Aware Gaze Redirection with Neural Radiance Fields
Alessandro Ruzzi*, Xiangwei Shi*, Xi Wang, Gengyan Li, Shalini De Mello, Hyung Jin Chang, Xucong Zhang, Otmar Hilliges. CVPR, 2023.
[Project page][PDF]
Towards Single Camera Human 3D-Kinematics
Marian Bittner, Wei-Tse Yang, Xucong Zhang, Ajay Seth, Jan van Gemert, Frans CT van der Helm. Sensors, 2023.
2021
Eye Gaze Estimation and Its Applications
Xucong Zhang, Seonwook Park, and Anna Maria Feit. Book chapter in Artificial Intelligence for Human Computer Interaction: A Modern Approach. 2021.
[PDF]
Self-Supervised 3D Hand Pose Estimation from Monocular RGB via Contrastive Learning
Adrian Spurr*, Aneesh Dahiya*, Xi Wang, Xucong Zhang, and Otmar Hilliges. ICCV 2021, accepted as oral.
2020
Self-Learning Transformations for Improving Gaze and Head Redirection
Yufeng Zheng, Seonwook Park, Xucong Zhang, Shalini De Mello, and Otmar Hilliges. NeurIPS 2020.
[Project page] [PDF]
Learning-based Region Selection for End-to-End Gaze Estimation
Xucong Zhang, Yusuke Sugano, Andreas Bulling, and Otmar Hilliges. BMVC 2020.
[PDF]
Towards End-to-end Video-based Eye-Tracking
Seonwook Park, Emre Aksan, Xucong Zhang, Otmar Hilliges. ECCV 2020.
[Project page] [PDF]
ETH-XGaze: A Large Scale Dataset for Gaze Estimation under Extreme Head Pose and Gaze Variation
Xucong Zhang, Seonwook Park, Thabo Beeler, Derek Bradley, Siyu Tang, and Otmar Hilliges. ECCV 2020, accepted as spotlight.
[Project page] [PDF]
2019
Evaluation of Appearance-Based Methods for Gaze-Based Applications
Xucong Zhang, Yusuke Sugano, and Andreas Bulling. CHI 2019.
[Project page] [PDF]
Photo-realistic Monocular Gaze Redirection Using Generative Adversarial Networks
Zhe He, Adrian Spurr, Xucong Zhang, Otmar Hilliges. ICCV 2019.
[Project page] [PDF] [Code]
Content-Consistent Generation of Realistic Eyes with Style
Marcel Buhler, Seonwook Park, Shalini De Mello, Xucong Zhang, and Otmar Hilliges. ICCV Workshop 2019.
[Project page] [PDF]
2018
Training Person-Specific Gaze Estimators from User Interactions with Multiple Devices
Xucong Zhang, Yusuke Sugano, and Andreas Bulling. CHI 2018.
[PDF]
Learning to find eye region landmarks for remote gaze estimation in unconstrained settings
Seonwook Park , Xucong Zhang, Andreas Bulling, and Otmar Hilliges . ETRA 2018.
[Project page] [PDF] [Code]
Revisiting data normalization for appearance-based gaze estimation
Xucong Zhang, Yusuke Sugano, and Andreas Bulling. ETRA 2018.
[Project page] [PDF] [Updated code]
Robust Eye Contact Detection in Natural Multi-Person Interactions Using Gaze and Speaking Behaviour
Philipp Müller, Xucong Zhang, Michael Xuelin Huang, and Andreas Bulling. ETRA 2018.
[Project page] [PDF]
2017
Everyday Eye Contact Detection Using Unsupervised Gaze Target Discovery
Xucong Zhang, Yusuke Sugano, and Andreas Bulling. UIST 2017, best paper honorable mention award .
[PDF]
It’s written all over your face: Full-face appearance-based gaze estimation
Xucong Zhang, Yusuke Sugano, and Andreas Bulling. CVPR Workshop 2017.
[Project page][PDF]
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation
Xucong Zhang, Yusuke Sugano, Mario Fritz , and Andreas Bulling. TPAMI 2017.
[PDF]
2016
AggreGaze: Collective Estimation of Audience Attention on Public Displays
Yusuke Sugano, Xucong Zhang, Andreas Bulling. UIST 2016, best paper honorable mention award.
[PDF]
Labelled pupils in the wild: A dataset for studying pupil detection in unconstrained environments
Marc Tonsen, Xucong Zhang, Yusuke Sugano, Andreas Bulling. ETRA 2016.
[Project page] [PDF]
Combining Eye Tracking with Optimizations for Lens Astigmatism in modern wide-angle HMDs
Daniel Pohl, Xucong Zhang, Andreas Bulling. VR 2016.
[PDF]
2015
Rendering of eyes for eye-shape registration and gaze estimation
Erroll Wood, Tadas Baltrušaitis, Xucong Zhang, Yusuke Sugano, Peter Robinson, Andreas Bulling. ICCV 2015.
[Project page] [PDF]
Appearance-based gaze estimation in the wild
Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling. CVPR 2015.
[Project page]
2015 and before
Robust multi-resolution pedestrian detection in traffic scenes
Junjie Yan, Xucong Zhang, Zhen Lei, Shengcai Liao, and Stan Z. Li. CVPR 2013, accepted as oral.
[PDF]
Water Filling: Unsupervised People Counting via Vertical Kinect Sensor
Xucong Zhang, Junjie Yan, Shikun Feng, Zhen Lei, Dong Yi, and Stan Z. Li . AVSS 2012, accepted as oral.
[PDF]