The AI for Construction Lab (AI4C) at Hanyang University is dedicated to revolutionizing the construction industry and built environment through cutting-edge artificial intelligence solutions. The lab's mission is to enhance efficiency, sustainability, and human-centric design by integrating advanced AI technologies, including deep learning, sensing technologies, AR/VR, robotics, and generative AI, to reimagine how we design, build, and manage spaces.

한양대학교 AI for Construction Lab (AI4C)은 효율성, 지속 가능성 및 인간 중심 디자인을 향상시키는 최첨단 인공지능 솔루션을 통해 건설 산업 및 건축 환경을 혁신하는 데 전념하고 있습니다. 이 연구실은 딥러닝, 센싱 기술, AR/VR, 로봇 공학, 생성형 AI를 포함한 고급 AI 기술을 통합하여 공간이 설계, 구축 및 관리되는 방식을 재구상합니다.

Computer vision techniques for construction safety and health monitoring

Recognizing Diverse Construction Activities in Site Images via Relevance Networks

Automated Postural Ergonomic Risk Assessment Using Vision-based Posture Classification

VR-based Investigation of Forklift Operator Situation Awareness for Preventing Collision Accidents

Investigating the Impact of Virtual Reality Accident Experience on Construction Workers' Risk Habituation through Individual Behaviors

Automated Recognition of Construction Worker Activities Using Multimodal Decision-Level Fusion

Wearable Acceleration-based Action Recognition for Long-term Activity Analysis

Automated Detection of Workers' Loss of Balance Events Using Insole Pressure Sensors

Automated Worker Action Recognition in Construction Videos: Domain-adapted Vision-language Fusion

Physical Interaction Pressure Between Wearers and Back Exoskeletons During Repetitive Lifting

Preliminary Evaluation of Usability and Acceptable of an Active Soft Back Exosuit in Construction Plasterers

Effect of a Passive-Support Exoskeleton on Gait Stability during a Manual Handling Task in Construction

The Role of Privacy Design in Office Environments: Implications for Stress Level, Spatial Perception, and Work Performance of Office Workers Using a Hybrid Immersive Virtual Environment

Comparison of Muscle Activity, Physical Exertion, and User Acceptance of Self-designed and Commercial Passive Exoskeletons during Lifting Tasks: a Randomized Controlled Trial

A Critical Review of Passive Exoskeletons for Construction Applications: Working Principles, Challenges, and Future Research Directions

Is Experiencing Consequences Necessary for Risk Awareness? A Comparison of Fall and No-Fall Simulations in Virtual Construction Training

Spatial Augmented Reality (SAR)-based 3D BIM Visualization through Automated Geometric Calibration of a Projector-Camera System

Feasibility of Wearable 360° Camera for Personalized Proximity Warning on Construction Sites

Assessing Fall Risks in Construction: Effects of a Passive Back Support Exoskeleton during Slip and Trip Perturbations

Towards Transparent Object Detection Models for Construction Sites: Explainable AI and Error Classification

Sound-Based Detection of Slip and Trip Incidents Among Construction Workers Using Machine and Deep Learning

Influence of data source and volume on CNN applications in construction

Effects on muscular activity and usability of soft active versus rigid passive back exoskeleton during symmetric lifting tasks

Neurophysiological Measurement of Situation Awareness for Construction Hazard Recognition Using fNIRS Data

Sub-activity Analysis by Using Wristband-type Wearable Health Devices to Measure Construction Workers' Physical Demands

A Systematic Literature Review of Human-Autonomy Teams in Project Management

Understanding Hazard Recognition Behavior Using Eye-tracking Metrics in a VR-Simulated Environment: Learning from Successful and Failed Conditions

Biomechanical Assessment of a Passive Back Exoskeleton using Vision-Based Motion Capture and Virtual Modeling

Understanding Hazard Recognition Behaviors through Situational Awareness Assessment in Virtual Construction Environments

Field Validation of Beacon-Based Indoor Tracking and Localization System for Construction Workers

A Non-local Based Microcrack Segmentation Model Optimized for Effective High Resolution and Low-power Devices

Generative AI-Powered Architectural Conceptual Design Based on the Design Intent

Generalized Vision-based Framework for Construction Productivity Analysis Using a Standard Classification System

Lightweight Active Soft Back Exosuit for Construction Workers in Lifting Tasks

Theoretical Framework for Utilizing Eye-tracking Data to Understand the Cognitive Mechanism of Situational Awareness in Construction Hazard Recognition

Quasi-Static Modeling Framework for the Soft Bellow-Based Biomimetic Actuator

Vision-based Detection Method for Construction Site Monitoring by Integrating Data Augmentation and Semi-supervised Learning

Investigating the Effects of Virtual Site Tour in Construction Technology Education: An e-Platform for Students' Transferable Knowledge Acquisition

Effects of Building Information Modeling Prior Knowledge on Applying Virtual Reality in Construction Education: Lessons from a Comparison Study

A Case Study of Motion Data-driven Biomechanical Assessment for Identifying and Evaluating Ergonomic Interventions in Reinforced-Concrete Work

Investigating the Impact of Scenario and Interaction Fidelity on Training Experience When Designing Immersive Virtual Reality-based Construction Safety Training

Range Image-aided Edge Line Estimation for Dimensional Inspection of Precast Bridge Slab Using Point Cloud Data

A Science Mapping-based Review of Work-related Musculoskeletal Disorders Among Construction Workers

An Explorative Study of External Factors Influencing the Development of Senior Housing: A Case Study of Hong Kong

How Immersive Virtual Reality Safety Training System Features Impact Learning Outcomes: An Experimental Study

Empirical Comparison of Spatial Experience Between Photo-based IVE and Real Space

Detecting Stressful Older Adults-Environment Interactions to Improve Neighbourhood Mobility: A Multimodal Physiological Sensing, Machine Learning, and Risk Hotspot Analysis-based Approach

Wearable Sensing and Mining of the Informativeness of Older Adults' Physiological, Behavioral, and Cognitive Responses to Detect Demanding Environmental Conditions

Review of Applications and User Perceptions of Smart Home Technology for Health and Environmental Monitoring

Synthetic Image Dataset Development for Vision-based Construction Equipment Detection

Wearable Acceleration-based Action Recognition for Long-term and Continuous Activity Analysis in Construction Site

Rebar Inspection Integrating Augmented Reality and Laser Scanning

Development of Training Image Database Using Web Crawling for Vision-based Site Monitoring

Early Stage Cost Estimation Model for Large-scale Project with Limited Historical Data

Beacon-Based Individualized Hazard Alarm System for Construction Site: An Experimental Study on Sensor Deployment

The Influence of Urban Visuospatial Configuration on Older Adults' Stress: A Wearable Physiological-Perceived Stress Sensing and Data Mining Based-Approach

Validity and Reliability of a Wearable Insole Pressure System for Measuring Gait Parameters to Identify Safety Hazards in Construction

BIM-based Spatial Augmented Reality (SAR) For Architectural Design Collaboration: A Proof of Concept

End-users' Augmented Reality Utilization for Architectural Design

Impact of Mobile Augmented Reality System on Cognitive Behavior and Performance During Rebar Inspection Tasks

Physiology-based Dynamic Muscle Fatigue Model for Upper Limbs during Construction Tasks

Towards Database-Free Vision-based Monitoring on Construction Sites: A Deep Active Learning Approach

VR-Based Investigation of Forklift Operator Situation Awareness for Preventing Collision Accidents

Effectiveness of Immersive Virtual Reality-based Communication for Construction Projects

Sensing and Warning Based Technology Applications to Improve Occupational Health and Safety in the Construction Industry: A Review

A Comparative Study of In-field Motion Capture Approaches for Body Kinematics Measurement in Construction

Automated Action Recognition Using an Accelerometer-Embedded Wristband-Type Activity Tracker

Automated Detection and Classification of Construction Workers' Loss of Balance Events Using Wearable Insole Pressure Sensors

Towards a Well-planned, Activity-based Work Environment: Automated Recognition of Office Activities Using Accelerometers

Recognizing Diverse Construction Activities in Site Images via Relevance Networks of Construction-Related Objects Detected by Convolutional Neural Networks

Identification of Potential Biomechanical Risk Factors for Low Back Disorders during Repetitive Rebar Lifting

Development of Ergonomic Posture Recognition Technique Based on 2D Ordinary Camera for Construction Hazard Prevention Through View-Invariant Features in 2D Skeleton Motion

Effects of Different Weights and Lifting Postures on Balance Control Following Repetitive Lifting Tasks in Construction Workers

Biomechanical Analysis of Risk Factors for Work-related Musculoskeletal Disorders During Repetitive Lifting Task in Construction Workers

Feasibility Analysis of Heart Rate Monitoring of Construction Workers Using a Photoplethysmography (PPG) Sensor Embedded in a Wristband-Type Activity Tracker

Simulation-based Assessment of Workers' Muscle Fatigue and Its Impact on Construction Operations

An Automated Biomechanical Simulation Application to Ergonomic Job Analysis for Workplace Design

Computer Vision Techniques for Construction Safety and Health Monitoring

Motion-Data–driven Biomechanical Analysis during Construction Tasks on Sites

A Study on the Development of a Cost Model Based on the Owner's Decision Making at the Early Stages of a Construction Project

Transaction-Cost-Based Selection of Appropriate General Contractor-Subcontractor Relationship Type

Productivity Analysis Method of Construction Structural Work Using Computer Vision

Comparative Analysis of Visual Presentation and User Acceptability of Virtual/Augmented Reality Application for Architectural Design Review

JoonOh Seo

Associate Professor

AI for Construction Lab (AI4C)

교수님 소개

서준오

연구실 소개

연구실 키워드

알럼나이가 간 회사

연구실 지원 방법

대우 조건

연도별 논문 인용수

저널 & 학회 논문 출판 수

연구실 논문 목록

Automated Worker Action Recognition in Construction Videos: Domain-adapted Vision-language Fusion

Physical Interaction Pressure Between Wearers and Back Exoskeletons During Repetitive Lifting

Preliminary Evaluation of Usability and Acceptable of an Active Soft Back Exosuit in Construction Plasterers

연구실 보유 특허

대학별 입시끈

우리 연구실 모집

교수님 소개

서준오

연구실 키워드

알럼나이가 간 회사

연구실 지원 방법

대우 조건

연도별 논문 인용수

저널 & 학회 논문 출판 수

연구실 논문 목록

Automated Worker Action Recognition in Construction Videos: Domain-adapted Vision-language Fusion

Physical Interaction Pressure Between Wearers and Back Exoskeletons During Repetitive Lifting

Preliminary Evaluation of Usability and Acceptable of an Active Soft Back Exosuit in Construction Plasterers

연구실 보유 특허

최근 3년간 연구실적 높은 연구실

대학별 입시끈

우리 연구실 모집