Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark

26 April 2021

Papers citing "Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark"

48 / 48 papers shown

Title
DMAGaze: Gaze Estimation Based on Feature Disentanglement and Multi-Scale Attention Haohan Chen Hongjia Liu Shiyong Lan Wenwu Wang Yixin Qiao Yao Li Guonan Deng CVBM 45 0 0 15 Apr 2025
SecureGaze: Defending Gaze Estimation Against Backdoor Attacks Lingyu Du Yupei Liu Jinyuan Jia Guohao Lan AAML 33 0 0 27 Feb 2025
Enhancing 3D Gaze Estimation in the Wild using Weak Supervision with Gaze Following Labels Pierre Vuillecard J. Odobez 59 0 0 27 Feb 2025
AdaPRL: Adaptive Pairwise Regression Learning with Uncertainty Estimation for Universal Regression Tasks Fuhang Liang Rucong Xu Deng Lin OOD 33 0 0 10 Jan 2025
Suppressing Uncertainty in Gaze Estimation Shijing Wang Yaping Huang NoLa 105 4 0 17 Dec 2024
GazeGaussian: High-Fidelity Gaze Redirection with 3D Gaussian Splatting Xiaobao Wei Peng Chen Guangyu Li Ming Lu Hui Chen Feng Tian 3DGS 64 1 0 20 Nov 2024
A Survey on Deep Learning-based Gaze Direction Regression: Searching for the State-of-the-art Franko Šikić Donik Vršnak Sven Lončarić 19 1 0 22 Oct 2024
Cross-Dataset Gaze Estimation by Evidential Inter-intra Fusion Shijing Wang Yaping Huang Jun Xie YiTian Feng Chen Zhepeng Wang 41 1 0 07 Sep 2024
Learning Unsupervised Gaze Representation via Eye Mask Driven Information Bottleneck Yangzhou Jiang Yinxin Lin Yaoming Wang Teng Li Bilian Ke Bingbing Ni CVBM 40 1 0 29 Jun 2024
3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments Eduardo Davalos Yike Zhang Ashwin T. S. J. Fonteles Umesh Timalsina Guatam Biswas 27 2 0 16 Jun 2024
Learning Gaze-aware Compositional GAN Nerea Aranjuelo Siyu Huang Fundación Vicomtech Luis Unzueta Oihana Otaegui Hanspeter Pfister Donglai Wei GAN CVBM 26 0 0 31 May 2024
Unsupervised Skin Feature Tracking with Deep Neural Networks J. Chang Torbjörn E. M. Nordling 24 0 0 08 May 2024
TextGaze: Gaze-Controllable Face Generation with Natural Language Hengfei Wang Zhongqun Zhang Yihua Cheng Hyung Jin Chang DiffM 33 2 0 26 Apr 2024
What Do You See in Vehicle? Comprehensive Vision Solution for In-Vehicle Gaze Estimation Yihua Cheng Yaning Zhu Zongji Wang Hongquan Hao Yongwei Liu Shiqing Cheng Xi Wang Hyung Jin Chang 33 7 0 23 Mar 2024
CrossGaze: A Strong Method for 3D Gaze Estimation in the Wild Andy Catruna Adrian Cosma I. Radoi 15 5 0 13 Feb 2024
Evaluating User Experience and Data Quality in a Gamified Data Collection for Appearance-Based Gaze Estimation Mingtao Yue Tomomi Sayuda Miles Pennington Yusuke Sugano 25 1 0 25 Jan 2024
Test-Time Personalization with Meta Prompt for Gaze Estimation Huan Liu Julia Qi Zhenhao Li Mohammad Hassanpour Yang Wang Konstantinos Plataniotis Yuanhao Yu 29 4 0 03 Jan 2024
Multi-Modal Gaze Following in Conversational Scenarios Yuqi Hou Zhongqun Zhang Nora Horanyi Jaewon Moon Yihua Cheng Hyung Jin Chang 21 4 0 09 Nov 2023
Semi-Synthetic Dataset Augmentation for Application-Specific Gaze Estimation C. Leblond-Ménard Gabriel Picard-Krashevski S. Achiche 22 0 0 27 Oct 2023
Unsupervised Gaze-aware Contrastive Learning with Subject-specific Condition Li-Huan Du Xucong Zhang Guohao Lan CVBM 20 1 0 08 Sep 2023
PCFGaze: Physics-Consistent Feature for Appearance-based Gaze Estimation Yiwei Bao Feng Lu 16 1 0 05 Sep 2023
DVGaze: Dual-View Gaze Estimation Yihua Cheng Feng Lu CVBM 28 13 0 20 Aug 2023
Investigation of Architectures and Receptive Fields for Appearance-based Gaze Estimation Yunhan Wang Xiangwei Shi Shalini De Mello H. Chang Xucong Zhang CVBM 16 1 0 18 Aug 2023
Semi-supervised Contrastive Regression for Estimation of Eye Gaze S. Maiti Akshansh Gupta 13 0 0 05 Aug 2023
High-Fidelity Eye Animatable Neural Radiance Fields for Human Face Hengfei Wang Zhongqun Zhang Yihua Cheng H. Chang 3DH CVBM 14 5 0 01 Aug 2023
A Review of Driver Gaze Estimation and Application in Gaze Behavior Understanding Pavan Sharma Pranamesh Chakraborty 11 17 0 04 Jul 2023
An End-to-End Review of Gaze Estimation and its Interactive Applications on Handheld Mobile Devices Yaxiong Lei Shijing He M. Khamis Juan Ye HAI 13 17 0 30 Jun 2023
Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement Jiawei Qin Takuru Shimoyama Xucong Zhang Yusuke Sugano CVBM 17 3 0 25 May 2023
Eye-tracked Virtual Reality: A Comprehensive Survey on Methods and Privacy Challenges Efe Bozkir Suleyman Ozdel Mengdi Wang Brendan David-John Hong Gao Kevin R. B. Butler Eakta Jain Enkelejda Kasneci 24 19 0 23 May 2023
Rotation-Constrained Cross-View Feature Fusion for Multi-View Appearance-based Gaze Estimation Yoichiro Hisadome Tianyi Wu Jiawei Qin Yusuke Sugano 15 7 0 22 May 2023
FR-Net:A Light-weight FFT Residual Net For Gaze Estimation Tao Xu Borimandafu Wu Ruilong Fan Yun Zhou Di Huang 16 2 0 04 May 2023
DynamicRead: Exploring Robust Gaze Interaction Methods for Reading on Handheld Mobile Devices under Dynamic Conditions Yaxiong Lei Yuheng Wang Tyler Caslin Alexander Wisowaty Xu Zhu M. Khamis Juan Ye 14 7 0 19 Apr 2023
Precise localization of corneal reflections in eye images using deep learning trained on synthetic data Sean Anthony Byrne M. Nyström Virmarie Maquiling Enkelejda Kasneci D. Niehorster 14 6 0 12 Apr 2023
Toward Super-Resolution for Appearance-Based Gaze Estimation Galen O’Shea Majid Komeili SupR 25 3 0 17 Mar 2023
Accurate Gaze Estimation using an Active-gaze Morphable Model Hao Sun Nick E. Pears 3DH 11 0 0 30 Jan 2023
3DGazeNet: Generalizing Gaze Estimation with Weak-Supervision from Synthetic Views Evangelos Ververas Polydefkis Gkagkos Jiankang Deng M. Doukas J. Guo S. Zafeiriou 25 5 0 06 Dec 2022
Contrastive Weighted Learning for Near-Infrared Gaze Estimation Adam Lee 26 0 0 06 Nov 2022
LatentGaze: Cross-Domain Gaze Estimation through Gaze-Aware Analytic Latent Code Manipulation Isack Lee June Yun Hee Hyeon Kim Youngju Na S. Yoo 27 14 0 21 Sep 2022
HAZE-Net: High-Frequency Attentive Super-Resolved Gaze Estimation in Low-Resolution Face Images June Yun Youngju Na Heewon Kim Hyungil Kim S. Yoo CVBM 34 12 0 21 Sep 2022
FreeGaze: Resource-efficient Gaze Estimation via Frequency Domain Contrastive Learning Li-Huan Du Guohao Lan 16 4 0 14 Sep 2022
Gaze Estimation Approach Using Deep Differential Residual Network Longzhao Huang Yujie Li Xu Wang Haoyu Wang Ahmed Bouridane A. Chaddad CVBM 11 7 0 08 Aug 2022
End-to-End Human-Gaze-Target Detection with Transformers Danyang Tu Xiongkuo Min Huiyu Duan G. Guo Guangtao Zhai Wei Shen ViT 78 57 0 20 Mar 2022
L2CS-Net: Fine-Grained Gaze Estimation in Unconstrained Environments Ahmed A. Abdelrahman Thorsten Hempel Aly Khalifa A. Al-Hamadi 6 81 0 07 Mar 2022
Learning-by-Novel-View-Synthesis for Full-Face Appearance-Based 3D Gaze Estimation Jiawei Qin Takuru Shimoyama Yusuke Sugano 3DH CVBM 21 16 0 20 Jan 2022
Effect Of Personalized Calibration On Gaze Estimation Using Deep-Learning Nairit Bandyopadhyay Sébastien Riou D. Schwab CVBM 16 0 0 27 Sep 2021
CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection S. Jindal X. Wang 16 6 0 21 Jun 2021
Gaze Estimation using Transformer Yihua Cheng Feng Lu ViT 21 87 0 30 May 2021
PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation Yihua Cheng Yiwei Bao Feng Lu ViT OOD 24 75 0 24 Mar 2021