OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Transactions on Human-Machine Systems is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)

Article	Citations
Human-Machine Interaction Sensing Technology Based on Hand Gesture Recognition: A Review	117
A Review of Shared Control for Automated Vehicles: Theory and Applications	114
A Smartphone-Based Adaptive Recognition and Real-Time Monitoring System for Human Activities	111
Cobots in Industry 4.0: A Roadmap for Future Practice Studies on Human–Robot Collaboration	72
An AI-Based Visual Aid With Integrated Reading Assistant for the Completely Blind	65
Agent Transparency and Reliability in Human–Robot Interaction: The Influence on User Confidence and Perceived Reliability	55
Agent Transparency: A Review of Current Theory and Evidence	55
A Comparative Evaluation of a Virtual Reality Table and a HoloLens-Based Augmented Reality System for Anatomy Training	52
Models of Trust in Human Control of Swarms With Varied Levels of Autonomy	42
A Self-Paced BCI With a Collaborative Controller for Highly Reliable Wheelchair Driving: Experimental Tests With Physically Disabled Individuals	42
Individual Differences in Trust in Autonomous Robots: Implications for Transparency	40
State-of-the-Art Robotic Devices for Wrist Rehabilitation: Design and Control Aspects	40
Sequential Weakly Labeled Multiactivity Localization and Recognition on Wearable Sensors Using Recurrent Attention Networks	33
Gesture-Radar: A Dual Doppler Radar Based System for Robust Recognition and Quantitative Profiling of Human Gestures	32
The IMPACT of Agent Transparency on Human Performance	32
WiGRUNT: WiFi-Enabled Gesture Recognition Using Dual-Attention Network	28
A Review of Evaluation Practices of Gesture Generation in Embodied Conversational Agents	28
Influence of Culture, Transparency, Trust, and Degree of Automation on Automation Use	28
A Multiviewpoint Outdoor Dataset for Human Action Recognition	28
A Review of Human–Machine Cooperation in the Robotics Domain	28
Interaction With Gaze, Gesture, and Speech in a Flexibly Configurable Augmented Reality System	26
A Systematic Review on Motor-Imagery Brain-Connectivity-Based Computer Interfaces	24
Exploration of Teammate Trust and Interaction Dynamics in Human-Autonomy Teaming	24
A Survey of Hybrid Human-Artificial Intelligence for Social Computing	20
Who/What Is My Teammate? Team Composition Considerations in Human–AI Teaming	20

Sign Language Recognition Based on R(2+1)D With Spatial–Temporal–Channel Attention	20
Techniques for Constructing Indoor Navigation Systems for the Visually Impaired: A Review	19
Transparency for a Workload-Adaptive Cognitive Agent in a Manned–Unmanned Teaming Application	19
A Review on Human–Machine Trust Evaluation: Human-Centric and Machine-Centric Perspectives	19
An Online Multi-Index Approach to Human Ergonomics Assessment in the Workplace	19
A Review of Virtual Reality Studies on Autonomous Vehicle–Pedestrian Interaction	19
Evaluation of a Predictor-Based Framework in High-Speed Teleoperated Military UGVs	18
Vision Processing for Assistive Vision: A Deep Reinforcement Learning Approach	18
Threshold-Free Phase Segmentation and Zero Velocity Detection for Gait Analysis Using Foot-Mounted Inertial Sensors	18
A Usability Study of Low-Cost Wireless Brain-Computer Interface for Cursor Control Using Online Linear Model	18
Dynamic Role-Based Access Control Policy for Smart Grid Applications: An Offline Deep Reinforcement Learning Approach	17
Musculoskeletal Model for Path Generation and Modification of an Ankle Rehabilitation Robot	17
A Survey of Eye Tracking in Automobile and Aviation Studies: Implications for Eye-Tracking Studies in Marine Operations	17
Human Activity Recognition Using Smartphones With WiFi Signals	17
Eye-Tracking for Performance Evaluation and Workload Estimation in Space Telerobotic Training	17
Hand Gesture Recognition Using Multiple Acoustic Measurements at Wrist	17
Can a Chatbot Comfort Humans? Studying the Impact of a Supportive Chatbot on Users’ Self-Perceived Stress	17
A Deep Learning Framework of Autonomous Pilot Agent for Air Traffic Controller Training	16
Assessment of Deep Learning-Based Heart Rate Estimation Using Remote Photoplethysmography Under Different Illuminations	16
A Virtual-Reality-Based Training and Assessment System for Bridge Inspectors With an Assistant Drone	15
Delivering Critical Stimuli for Decision Making in VR Training: Evaluation Study of a Firefighter Training Scenario	15
Dissociation Between Users’ Explicit and Implicit Attitudes Toward Artificial Intelligence: An Experimental Study	15
ASL Trigger Recognition in Mixed Activity/Signing Sequences for RF Sensor-Based User Interfaces	15
Optimization of HD-sEMG-Based Cross-Day Hand Gesture Classification by Optimal Feature Extraction and Data Augmentation	15
Implementation of a Character Recognition System Based on Finger-Joint Tracking Using a Depth Camera	14
Gesture Recognition Using Reflected Visible and Infrared Lightwave Signals	14
Deep Object Detector With Attentional Spatiotemporal LSTM for Space Human–Robot Interaction	14
Levels of Automation and Transparency: Interaction Design Considerations in Assistive Robots for Older Adults	13
Neurophysiological Evaluation of Haptic Feedback for Myoelectric Prostheses	13
Is My Siri the Same as Your Siri? An Exploration of Users’ Mental Model of Virtual Personal Assistants, Implications for Trust	13
Toward Active Physical Human–Robot Interaction: Quantifying the Human State During Interactions	13
Guest Editorial: Agent and System Transparency	13
3D Model-Based Gaze Tracking Via Iris Features With a Single Camera and a Single Light Source	13
Online Learning Human Behavior for a Class of Human-in-the-Loop Systems via Adaptive Inverse Optimal Control	13
Hierarchical Eye-Tracking Data Analytics for Human Fatigue Detection at a Traffic Control Center	12
An Empirical Approach to Modeling User-System Interaction Conflicts in Smart Homes	12
Toward Robots’ Behavioral Transparency of Temporal Difference Reinforcement Learning With a Human Teacher	12
Local Domain Adaptation for Cross-Domain Activity Recognition	12
The HoloLens Augmented Reality System Provides Valid Measures of Gait Performance in Healthy Adults	12
Evaluating Cybersickness of Walking on an Omnidirectional Treadmill in Virtual Reality	12
EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks	12
Performance of a Steady-State Visual Evoked Potential and Eye Gaze Hybrid Brain-Computer Interface on Participants With and Without a Brain Injury	11
Underwater Attentional Generative Adversarial Networks for Image Enhancement	11
An Adaptive Time Budget Adjustment Strategy Based on a Take-Over Performance Model for Passive Fatigue	11
Impact of Pilot's Expertise on Selection, Use, Trust, and Acceptance of Automation	11
Use of Mobile EEG in Decoding Hand Movement Speed and Position	11
Influence of Mobile Robots on Human Safety Perception and System Productivity in Wholesale and Retail Trade Environments: A Pilot Study	11
Multiuser Stereoscopic Projection Techniques for CAVE-Type Virtual Reality Systems	10
Factors Affecting Pedestrians’ Trust in Automated Vehicles: Literature Review and Theoretical Model	10
Binocular Feature Fusion and Spatial Attention Mechanism Based Gaze Tracking	10

Electromyography for Teleoperated Tasks in Weightlessness	10
Shared Control in Robot Teleoperation With Improved Potential Fields	10
An Efficient RGB-D Hand Gesture Detection Framework for Dexterous Robot Hand-Arm Teleoperation System	10
Identifying Drone Operator by Deep Learning and Ensemble Learning of IMU and Control Data	10
Shared Intelligence for Robot Teleoperation via BMI	10
Vision-Based Human Pose Estimation via Deep Learning: A Survey	10
Two-Dimensional Fingertip Force Training With Improved Haptic Sensation via Stochastic Resonance	9
Toward Long-Term FMG Model-Based Estimation of Applied Hand Force in Dynamic Motion During Human–Robot Interactions	9
Best Viewpoints for External Robots or Sensors Assisting Other Robots	9
Archery Skill Assessment Using an Acceleration Sensor	9
A Multiplayer VR Live Concert With Information Exchange Through Feedback Modulated by EEG Signals	9
Demand-Driven Transparency for Monitoring Intelligent Agents	9
Driving Skill Modeling Using Neural Networks for Performance-Based Haptic Assistance	9
Variable Damping Control for pHRI: Considering Stability, Agility, and Human Effort in Controlling Human Interactive Robots	9
Automation Error Type and Methods of Communicating Automation Reliability Affect Trust and Performance: An Empirical Study in the Cyber Domain	9
Analysis of Driving Patterns and On-Board Feedback-Based Training for Proactive Road Safety Monitoring	9
Assistant Robot Enhances the Perceived Communication Quality of People With Dementia: A Proof of Concept	9
CNN Confidence Estimation for Rejection-Based Hand Gesture Classification in Myoelectric Control	9
A Technical Framework for Musical Biofeedback in Stroke Rehabilitation	8
SoDar: Multitarget Gesture Recognition Based on SIMO Doppler Radar	8
Lifting Posture Prediction With Generative Models for Improving Occupational Safety	8
Obstacle Avoidance in Highly Automated Cars: Can Progressive Haptic Shared Control Make it Safer and Smoother?	8
U-WeAr: User Recognition on Wearable Devices through Arm Gesture	8
Design and Experimental Verification of a Hip Exoskeleton Based on Human–Machine Dynamics for Walking Assistance	8
Quantitative Physical Ergonomics Assessment of Teleoperation Interfaces	8
Classification of Officers’ Driving Situations Based on Eye-Tracking and Driver Performance Measures	8
Individualized Mutual Adaptation in Human-Agent Teams	8
The Level of Measurement of Subjective Situation Awareness and Its Dimensions in the Situation Awareness Rating Technique (SART)	8
L-Sign: Large-Vocabulary Sign Gestures Recognition System	8
A Multi-Stream Sequence Learning Framework for Human Interaction Recognition	8
How Does Explanation-Based Knowledge Influence Driver Take-Over in Conditional Driving Automation?	8
Facial Expression Imitation Method for Humanoid Robot Based on Smooth-Constraint Reversed Mechanical Model (SRMM)	8
An Empirical Study on Workers' Preferences in Human–Robot Task Assignment in Industrial Assembly Systems	8
Hand Tracking and Gesture Recognition by Multiple Contactless Sensors: A Survey	8
An Improved IOHMM-Based Stochastic Driver Lane-Changing Model	8
EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention	8
Review of Closed-Loop Brain–Machine Interface Systems From a Control Perspective	8
Synergistic Digital Twin and Holographic Augmented-Reality-Guided Percutaneous Puncture of Respiratory Liver Tumor	8
Driver-Pedestrian Perceptual Models Demonstrate Coupling: Implications for Vehicle Automation	8
Intelligent Decision-Making and Human Language Communication Based on Deep Reinforcement Learning in a Wargame Environment	8
Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio–Temporal Interaction	7
Subject-Independent Classification of P300 Event-Related Potentials Using a Small Number of Training Subjects	7
Incorporating EEG and EMG Patterns to Evaluate BCI-Based Long-Term Motor Training	7
Organizing Audible Alarm Sounds in the Hospital: A Card-Sorting Study	7
ArmSym: A Virtual Human–Robot Interaction Laboratory for Assistive Robotics	7
Human–Machine Cooperative Steering Control Considering Mitigating Human–Machine Conflict Based on Driver Trust	7
Limited Information Shared Control: A Potential Game Approach	7
Influence of the Physical Interface on the Quality of Human–Exoskeleton Interaction	7
An Investigation of Drivers’ Dynamic Situational Trust in Conditionally Automated Driving	7
A Computer Vision Approach for Estimating Lifting Load Contributors to Injury Risk	7
SSGNN: A Macro and Microfacial Expression Recognition Graph Neural Network Combining Spatial and Spectral Domain Features	7
Analysis of Human Whole-Body Joint Torques During Overhead Work With a Passive Exoskeleton	7
Cognitive Workload Assessment of Prosthetic Devices: A Review of Literature and Meta-Analysis	7
SPEye: A Calibration-Free Gaze-Driven Text Entry Technique Based on Smooth Pursuit	7
Incentive Mechanism for Mobile Devices in Dynamic Crowd Sensing System	7
Computer Interface for Real-Time Gait Biofeedback Using a Wearable Integrated Sensor System for Data Acquisition	7