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A Differential Approach for Gaze Estimation
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-030-11012-3_35openalex-snapshot
Deep Multitask Gaze Estimation with a Constrained Landmark-Gaze Model
inferredcites →https://doi.org/10.1007/978-3-319-46073-4_20openalex-snapshot
Personalization of Gaze Direction Estimation with Deep Learning
inferredcites →https://doi.org/10.1007/978-3-319-46448-0_18openalex-snapshot
A 3D Morphable Eye Region Model for Gaze Estimation
inferredcites →https://doi.org/10.1007/978-3-319-46484-8_48openalex-snapshot
Gated Siamese Convolutional Neural Network Architecture for Human Re-identification
inferredcites →https://doi.org/10.1007/s11042-017-5426-yopenalex-snapshot
Efficient eye typing with 9-direction gaze estimation
inferredcites →https://doi.org/10.1007/s11263-015-0863-4openalex-snapshot
Gaze Estimation in the 3D Space Using RGB-D Sensors
inferredcites →https://doi.org/10.1016/j.comcom.2011.11.002openalex-snapshot
Wearable eye tracking for mental health monitoring
inferredcites →https://doi.org/10.1109/cvpr.2014.229openalex-snapshot
Geometric Generative Gaze Estimation (G3E) for Remote RGB-D Cameras
inferredcites →https://doi.org/10.1109/cvpr.2014.235openalex-snapshot
Learning-by-Synthesis for Appearance-Based 3D Gaze Estimation
inferredcites →https://doi.org/10.1109/cvpr.2015.7298797openalex-snapshot
Sketch-based 3D shape retrieval using Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/cvpr.2015.7299064openalex-snapshot
Learning to compare image patches via convolutional neural networks
inferredcites →https://doi.org/10.1109/cvpr.2015.7299081openalex-snapshot
Appearance-based gaze estimation in the wild
inferredcites →https://doi.org/10.1109/cvpr.2016.581openalex-snapshot
Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimizing Global Loss Functions
inferredcites →https://doi.org/10.1109/cvpr.2017.241openalex-snapshot
Learning from Simulated and Unsupervised Images through Adversarial Training
inferredcites →https://doi.org/10.1109/cvpr.2019.00793openalex-snapshot
Mixed Effects Neural Networks (MeNets) With Applications to Gaze Estimation
inferredcites →https://doi.org/10.1109/cvpr.2019.01221openalex-snapshot
Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis
inferredcites →https://doi.org/10.1109/cvprw.2017.284openalex-snapshot
It’s Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation
inferredcites →https://doi.org/10.1109/iccv.2017.341openalex-snapshot
Monocular Free-Head 3D Gaze Tracking with Deep Learning and Geometry Constraints
inferredcites →https://doi.org/10.1109/icpr.2016.7900052openalex-snapshot
Real time eye gaze tracking with Kinect
inferredcites →https://doi.org/10.1109/mmul.2014.54openalex-snapshot
Real-Time Gaze Estimation with Online Calibration
inferredcites →https://doi.org/10.1109/tbme.2005.863952openalex-snapshot
General Theory of Remote Gaze Estimation Using the Pupil Center and Corneal Reflections
inferredcites →https://doi.org/10.1109/tip.2011.2162740openalex-snapshot
Combining Head Pose and Eye Location Information for Gaze Estimation
inferredcites →https://doi.org/10.1109/tpami.2009.30openalex-snapshot
In the Eye of the Beholder: A Survey of Models for Eyes and Gaze
inferredcites →https://doi.org/10.1109/tpami.2014.2313123openalex-snapshot
Adaptive Linear Regression for Appearance-Based Gaze Estimation
inferredcites →https://doi.org/10.1109/tpami.2017.2778103openalex-snapshot
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation
inferredcites →https://doi.org/10.1142/9789812797926_0003openalex-snapshot
SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK
inferredcites →https://doi.org/10.1142/s0218001493000339openalex-snapshot
SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK
inferredcites →https://doi.org/10.1145/2559636.2559666openalex-snapshot
Conversational gaze aversion for humanlike robots
inferredcites →https://doi.org/10.1145/2757284openalex-snapshot
Prediction of Who Will Be the Next Speaker and When Using Gaze Behavior in Multiparty Meetings
inferredcites →https://doi.org/10.1145/2807442.2807445openalex-snapshot
Self-Calibrating Head-Mounted Eye Trackers Using Egocentric Visual Saliency
inferredcites →https://doi.org/10.1145/3173574.3174198openalex-snapshot
Training Person-Specific Gaze Estimators from User Interactions with Multiple Devices
inferredcites →https://doi.org/10.16910/jemr.8.5.2openalex-snapshot
Robust Head Mounted Wearable Eye Tracking System for Dynamical Calibration
inferredcites →https://doi.org/10.48550/arxiv.1409.1556openalex-snapshot
Very Deep Convolutional Networks for Large-Scale Image Recognition
inferredcites →https://doi.org/10.48550/arxiv.1508.01244openalex-snapshot
TabletGaze: Unconstrained Appearance-based Gaze Estimation in Mobile Tablets
inferredcites →https://doi.org/10.48550/arxiv.1512.09272openalex-snapshot
Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions
inferredcites →https://doi.org/10.5220/0006104501940201openalex-snapshot
From Depth Data to Head Pose Estimation: A Siamese Approach
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4495471openalex-extracted
Appearance Debiased Gaze Estimation Via Stochastic Subject-Wise Adversarial Learning
inferred← citeshttps://doi.org/10.1007/978-3-030-63128-4_14openalex-snapshot
Paradigm Shift in Remote Eye Gaze Tracking Research: Highlights on Past and Recent Progress
inferred← citeshttps://doi.org/10.1007/978-3-030-87358-5_39openalex-snapshot
Device-Adaptive 2D Gaze Estimation: A Multi-Point Differential Framework
inferred← citeshttps://doi.org/10.1007/978-3-031-78104-9_28openalex-snapshot
BCNet: Binocular Cooperative Network for Gaze Estimation
inferred← citeshttps://doi.org/10.1007/978-3-031-78341-8_6openalex-snapshot
Merging Multiple Datasets for Improved Appearance-Based Gaze Estimation
inferred← citeshttps://doi.org/10.1007/978-981-15-3341-9_11openalex-snapshot
Adaptive Person-Specific Appearance-Based Gaze Estimation
inferred← citeshttps://doi.org/10.1007/978-981-19-2290-9_3openalex-snapshot
Vision-Based Facial Activity Recognition
inferred← citeshttps://doi.org/10.1007/s00371-020-01934-1openalex-snapshot
RGB-D-based gaze point estimation via multi-column CNNs and facial landmarks global optimization
inferred← citeshttps://doi.org/10.1007/s00371-022-02766-xopenalex-snapshot
Unconstrained human gaze estimation approach for medium-distance scene based on monocular vision
inferred← citeshttps://doi.org/10.1007/s10489-024-05778-3openalex-snapshot
Fine-grained gaze estimation based on the combination of regression and classification losses
inferred← citeshttps://doi.org/10.1007/s11042-023-17484-2openalex-snapshot
Transfer the global knowledge for current gaze estimation
inferred← citeshttps://doi.org/10.1016/j.bspc.2022.103521openalex-snapshot
An eye tracker based on webcam and its preliminary application evaluation in Chinese reading tests
inferred← citeshttps://doi.org/10.1016/j.conengprac.2024.106138openalex-snapshot
Aerial teleoperation for quadrotors based on gaze-guidance
inferred← citeshttps://doi.org/10.1016/j.cviu.2024.104156openalex-snapshot
A fast differential network with adaptive reference sample for gaze estimation
inferred← citeshttps://doi.org/10.1016/j.eng.2020.08.027openalex-snapshot
Gaze Estimation via a Differential Eyes’ Appearances Network with a Reference Grid
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.110494openalex-snapshot
Democratizing eye-tracking? Appearance-based gaze estimation with improved attention branch
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.111892openalex-snapshot
Multi-task driver gaze estimation in real world driving scenes
inferred← citeshttps://doi.org/10.1016/j.eswa.2023.122363openalex-snapshot
EG-Net: Appearance-based eye gaze estimation using an efficient gaze network with attention mechanism
inferred← citeshttps://doi.org/10.1016/j.neucom.2022.09.050openalex-snapshot
Episode-based personalization network for gaze estimation without calibration
inferred← citeshttps://doi.org/10.1016/j.patcog.2022.108944openalex-snapshot
In the eye of the beholder: A survey of gaze tracking techniques
inferred← citeshttps://doi.org/10.1016/j.patcog.2024.110441openalex-snapshot
Appearance debiased gaze estimation via stochastic subject-wise adversarial learning
inferred← citeshttps://doi.org/10.1038/s41467-020-19712-xopenalex-snapshot
Detection of eye contact with deep neural networks is as accurate as human experts
inferred← citeshttps://doi.org/10.1080/10447318.2022.2108959openalex-snapshot
Displaying Software Installation Agreements to Motivate Users’ Reading
inferred← citeshttps://doi.org/10.1088/1361-6501/acf780openalex-snapshot
Monocular free-head gaze tracking method for driving electric sickbed
inferred← citeshttps://doi.org/10.1109/access.2020.2986815openalex-snapshot
Deep Fusion for 3D Gaze Estimation From Natural Face Images Using Multi-Stream CNNs
inferred← citeshttps://doi.org/10.1109/access.2023.3325134openalex-snapshot
Deep Learning-Based Eye Gaze Estimation for Automotive Applications Using Knowledge Distillation
inferred← citeshttps://doi.org/10.1109/cac59555.2023.10452064openalex-snapshot
Detection method for driver's gaze direction based on improved VGG network
inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.00734openalex-snapshot
Unsupervised Representation Learning for Gaze Estimation
inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00985openalex-snapshot
Weakly-Supervised Physically Unconstrained Gaze Estimation
inferred← citeshttps://doi.org/10.1109/cvprf71909.2026.00345openalex-snapshot
OmniHead: A Unified Model for Dynamic Nonverbal Facial Behaviors
inferred← citeshttps://doi.org/10.1109/cvprw53098.2021.00351openalex-snapshot
Appearance-based Gaze Estimation using Attention and Difference Mechanism
inferred← citeshttps://doi.org/10.1109/fg47880.2020.00039openalex-snapshot
DeeSCo: Deep heterogeneous ensemble with Stochastic Combinatory loss for gaze estimation
inferred← citeshttps://doi.org/10.1109/fg52635.2021.9667079openalex-snapshot
GazeGrid: A Novel Interaction Method Based on Gaze Estimation
inferred← citeshttps://doi.org/10.1109/fg67764.2026.11557007openalex-snapshot
Investigating Bias and Fairness in Appearance-based Gaze Estimation
inferred← citeshttps://doi.org/10.1109/icaica50127.2020.9181854openalex-snapshot
Evaluation of appearance-based eye tracking calibration data selection
inferred← citeshttps://doi.org/10.1109/iccv51070.2023.00938openalex-snapshot
Interaction-aware Joint Attention Estimation Using People Attributes
inferred← citeshttps://doi.org/10.1109/icip51287.2024.10648029openalex-snapshot
Agent-Guided Gaze Estimation Network by Two-Eye Asymmetry Exploration
inferred← citeshttps://doi.org/10.1109/icip55913.2025.11084613openalex-snapshot
DGRGaze: A Difference-Guided Gaze Estimation Framework Based on 6D Rotation Matrix Representation
inferred← citeshttps://doi.org/10.1109/icip55913.2025.11084699openalex-snapshot
DFT Gaze: Distilled and Fine-Tuned Gaze Estimation for Personalization on Tiny Devices
inferred← citeshttps://doi.org/10.1109/icip61757.2026.11630518openalex-snapshot
STMGaze: Spatiotemporal Modeling with Orthogonal Mamba Scanning for Video-Based Gaze Estimation
inferred← citeshttps://doi.org/10.1109/icpr48806.2021.9412681openalex-snapshot
Audio-Video detection of the active speaker in meetings
inferred← citeshttps://doi.org/10.1109/icpr56361.2022.9956312openalex-snapshot
A Joint Cascaded Framework for Simultaneous Eye State, Eye Center, and Gaze Estimation
inferred← citeshttps://doi.org/10.1109/ijcnn54540.2023.10191966openalex-snapshot
FAU-Gaze: Fast and Accurate User-specific Gaze Estimation Framework
inferred← citeshttps://doi.org/10.1109/iscas58744.2024.10558094openalex-snapshot
Design and FPGA Implementation of a Light-Weight Calibration-Friendly Eye Gaze Tracking Algorithm
inferred← citeshttps://doi.org/10.1109/ismar59233.2023.00084openalex-snapshot
Towards Eyeglasses Refraction in Appearance-based Gaze Estimation
inferred← citeshttps://doi.org/10.1109/reepe60449.2024.10479903openalex-snapshot
Gaze Tracking with Multi-Modal Neural Network in Desktop Environments Using Generic Web Camera
inferred← citeshttps://doi.org/10.1109/tai.2024.3366174openalex-snapshot
Multistream Gaze Estimation With Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning
inferred← citeshttps://doi.org/10.1109/tcds.2021.3066465openalex-snapshot
Vision-Based Gaze Estimation: A Review
inferred← citeshttps://doi.org/10.1109/tce.2024.3351190openalex-snapshot
Robust Gaze Point Estimation for Metaverse With Common Mode Features Suppression Network
inferred← citeshttps://doi.org/10.1109/tce.2024.3523486openalex-snapshot
Test-Time Adaptation With Self-Supervised Learning for Gaze Estimation
inferred← citeshttps://doi.org/10.1109/tcsvt.2024.3383597openalex-snapshot
Semi-Supervised Multitask Learning Using Gaze Focus for Gaze Estimation
inferred← citeshttps://doi.org/10.1109/tcsvt.2024.3465438openalex-snapshot
Pedestrian Facial Attention Detection Using Deep Fusion and Multi-Modal Fusion Classifier
inferred← citeshttps://doi.org/10.1109/tip.2022.3171416openalex-snapshot
An Individual-Difference-Aware Model for Cross-Person Gaze Estimation
inferred← citeshttps://doi.org/10.1109/tip.2025.3575238openalex-snapshot
‘Disengage AND Integrate’: Personalized Causal Network for Gaze Estimation
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UnMoDE: Uncertainty Modeling for Driver Gaze Estimation via Feature Disentanglement
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Domain-Consistent and Uncertainty-Aware Network for Generalizable Gaze Estimation
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2021 Index IEEE Transactions on Pattern Analysis and Machine Intelligence Vol. 43
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Towards High Performance Low Complexity Calibration in Appearance Based Gaze Estimation
inferred← citeshttps://doi.org/10.1109/tpami.2023.3321337openalex-snapshot
Automatic Gaze Analysis: A Survey of Deep Learning Based Approaches
inferred← citeshttps://doi.org/10.1109/tpami.2024.3393571openalex-snapshot
Appearance-Based Gaze Estimation With Deep Learning: A Review and Benchmark
inferred← citeshttps://doi.org/10.1109/wacv56688.2023.00346openalex-snapshot
Fine Gaze Redirection Learning with Gaze Hardness-aware Transformation
inferred← citeshttps://doi.org/10.1145/3428690.3429174openalex-snapshot
Functional gaze prediction in egocentric video
inferred← citeshttps://doi.org/10.1145/3472622openalex-snapshot
Robust Unsupervised Gaze Calibration Using Conversation and Manipulation Attention Priors
inferred← citeshttps://doi.org/10.1145/3530797openalex-snapshot
Rethinking Model-Based Gaze Estimation
inferred← citeshttps://doi.org/10.1145/3588015.3589538openalex-snapshot
Discussing the importance of calibration in low-cost gaze estimation solutions
inferred← citeshttps://doi.org/10.1145/3649902.3653346openalex-snapshot
Beyond Basic Tuning: Exploring Discrepancies in User and Setup Calibration for Gaze Estimation
inferred← citeshttps://doi.org/10.1145/3729410openalex-snapshot
GazeFollower: An open-source system for deep learning-based gaze tracking with web cameras
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Expanding the Range of Pre-Trained Gaze Estimation via Lightweight On-Device Fine-Tuning
inferred← citeshttps://doi.org/10.1145/3805622.3810692openalex-snapshot
Dual-view Driver Gaze Estimation via Mutual Enhancement
inferred← citeshttps://doi.org/10.1145/3806025openalex-snapshot
Polarization-Based Eye Tracking with Personalized Siamese Architecture ETRA011
inferred← citeshttps://doi.org/10.1186/s13195-025-01884-7openalex-snapshot
An accessible and efficient mobile eye-tracking application for community-based cognitive impairment screening in China
inferred← citeshttps://doi.org/10.1609/aaai.v38i4.28151openalex-snapshot
Test-Time Personalization with Meta Prompt for Gaze Estimation
inferred← citeshttps://doi.org/10.1609/aaai.v38i6.28452openalex-snapshot
Gaze from Origin: Learning for Generalized Gaze Estimation by Embedding the Gaze Frontalization Process
inferred← citeshttps://doi.org/10.16910/jemr.14.4.2openalex-snapshot
I2DNet - Design and real-time evaluation of an appearance-based gaze estimation system
inferred← citeshttps://doi.org/10.2139/ssrn.6057158openalex-snapshot
Harnessing the Far-eye Region for Dual-View Gaze Estimation
inferred← citeshttps://doi.org/10.2139/ssrn.7429762openalex-snapshot
When Is a Corrupted Calibration Label Detectable?A Model-Relative Detectability Floor for Few-Shot Gaze Personalization
inferred← citeshttps://doi.org/10.2298/yjor240215027ropenalex-snapshot
Lulu Filterized Lin’s correlative Theil-Sen regression-based fully connected deep multilayer perceptive neural network for eye gaze pattern recognition
inferred← citeshttps://doi.org/10.3169/mta.13.155openalex-snapshot
[Paper] Estimation of the Gaze Direction for First-person Perspective Images Based on Surveillance Cameras
inferred← citeshttps://doi.org/10.3389/fphys.2025.1571534openalex-snapshot
Vision toolkit part 1. Neurophysiological foundations and experimental paradigms in eye-tracking research: a review
inferred← citeshttps://doi.org/10.3389/fpsyg.2024.1309047openalex-snapshot
A review on personal calibration issues for video-oculographic-based gaze tracking
inferred← citeshttps://doi.org/10.3390/app11199068openalex-snapshot
Gaze Tracking Using an Unmodified Web Camera and Convolutional Neural Network
inferred← citeshttps://doi.org/10.3390/electronics10121480openalex-snapshot
Implementing a Gaze Tracking Algorithm for Improving Advanced Driver Assistance Systems
inferred← citeshttps://doi.org/10.3390/electronics10243165openalex-snapshot
Remote Eye Gaze Tracking Research: A Comparative Evaluation on Past and Recent Progress
inferred← citeshttps://doi.org/10.3390/electronics12143104openalex-snapshot
Gaze Estimation Method Combining Facial Feature Extractor with Pyramid Squeeze Attention Mechanism
inferred← citeshttps://doi.org/10.3390/electronics14173352openalex-snapshot
Recent Progress on Eye-Tracking and Gaze Estimation for AR/VR Applications: A Review
inferred← citeshttps://doi.org/10.3390/machines10100853openalex-snapshot
Affine Layer-Enabled Transfer Learning for Eye Tracking with Facial Feature Detection in Human–Machine Interactions
inferred← citeshttps://doi.org/10.3390/math11030686openalex-snapshot
Appearance-Based Gaze Estimation Method Using Static Transformer Temporal Differential Network
inferred← citeshttps://doi.org/10.3390/s20133739openalex-snapshot
When I Look into Your Eyes: A Survey on Computer Vision Contributions for Human Gaze Estimation and Tracking
inferred← citeshttps://doi.org/10.3390/s21155109openalex-snapshot
Low-Cost Eye Tracking Calibration: A Knowledge-Based Study
inferred← citeshttps://doi.org/10.3390/s22145462openalex-snapshot
Gaze Estimation Approach Using Deep Differential Residual Network
inferred← citeshttps://doi.org/10.3390/s22197415openalex-snapshot
An Integrated Framework for Multi-State Driver Monitoring Using Heterogeneous Loss and Attention-Based Feature Decoupling
inferred← citeshttps://doi.org/10.3390/s23135798openalex-snapshot
Enhancing Human–Robot Collaboration through a Multi-Module Interaction Framework with Sensor Fusion: Object Recognition, Verbal Communication, User of Interest Detection, Gesture and Gaze Recognition
inferred← citeshttps://doi.org/10.3390/s25041224openalex-snapshot
GazeCapsNet: A Lightweight Gaze Estimation Framework
inferred← citeshttps://doi.org/10.52843/cassyni.300y0mopenalex-snapshot
Decoding Visual Attention: from 3D Gaze to Social Gaze inference in Everyday Scenes
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