SCIE

  * 교신저자(Corresponding Author)

Published: 30, H-Index: 15, Citations:1083, Under Review: 6 manuscripts (as of March 2026) 

Under Review

1. Safety Science : Continuous Assessment of Cumulative Ergonomic Risk in Scaffolding Work for the Prevention of Work Related Musculoskeletal Disorders

2. Advances in Engineering Software : Comparative Analysis of RGB and RGB-D-Based Vision-Language Models and a YOLO-Depth-Based Distance Inference Framework

3. Journal of Safety Science : Regulation-informed Ladder Work Safety Monitoring using Visual Question Answering

4. Measurement : 3D Reconstruction-Based Measurement and Quantification of Pavement Potholes Using Semantic Point Clouds

5. Automation in Construction : BIM-Guided Scene Representation for Gaussian Splatting-Based Automated 3D Crack Localization and Registration

6. Mechanical Systems and Signal Processing : High-Precision Non-Contact Dynamic Performance Evaluation of Tuned Mass Dampers for Footbridges via Smartphone-Based Eulerian Video Magnification

7. Journal of Construction Engineering and Management  : Automated Assessment of Safety Helmet Wearing Compliance via Object Detection and Human Pose Estimation 

2026

Hybrid Multi-Scale CNN-Transformer Network for Structural Surface Crack Segmentation

Daniel Asefa Beyene, Kassahun Demissie Tola, Fitsum Emagnenehe Yigzew, Shuju Jing, Minsoo Park, Seunghee Park*, Results in Engineering (Q1, IF:7.9)

No. 110145, Mar 2026, DOI: https://doi.org/10.1016/j.rineng.2026.110145 

IMU-based recognition of ergonomically unsafe postures in construction work using image encoding and Vision Mamba

Minsoo Park*, Dongyoung Ko, Yuntae Jeon, TaeKeun Oh*, Seunghee Park*, Advanced Engineering Informatics (Q1, IF: 9.9) 

Vol. 72, No. 104511, pp. 1–15, May 2026, DOI: https://doi.org/10.1016/j.aei.2026.104511

FIRE-EVSim: A BIM and 3D simulation-based framework for enhanced early fire detection in electric vehicle charging infrastructure
Minh-Truyen Do, Pa Pa Win Aung, Khoa Tran Dang Vo, Minsoo Park*, Seunghee Park*, Developments in the Built Environment (Q1, IF: 8.2)
Vol. 26, No. 100889, pp. 1–18, Apr 2026, DOI: https://doi.org/10.1016/j.dibe.2026.100889 

Mitigating class imbalance in deep learning-based multi-class structural damage recognition using an informatics-oriented data augmentation framework

Pa Pa Win Aung, Almo Senja Kulinan, Minsoo Park, Dongyoung Ko, Gichun Cha, Seunghee Park*, Advanced Engineering Informatics (Q1, IF: 9.9)

Vol. 71, Part C, No. 104430, pp. 1–13 Apr 2026, DOI: https://doi.org/10.1016/j.aei.2026.104430

 
Computer vision-based steel strand tension evaluation
Dongyoung Ko, Minsoo Park*, Sangil Na, Juyoung Jang, Yong Kwon Cho, Seunghee Park*, Engineering Applications of Artificial Intelligence (Q1, IF: 8.0)
Vol. 166, Part B, No. 113718, pp. 1–17 Feb 2026, DOI: https://doi.org/10.1016/j.engappai.2025.113718

From prediction to prioritization: Automated framework for delay risk management in highway earthwork projects
Mingeon Cho, Minsoo Park, Jongho Park, Sun-Kyu Park, Gichun Cha*, Seunghee Park*, Automation in Construction (Q1, IF: 11.5)
Vol. 181, No. 106588, pp. 1–21 Jan 2026, DOI: https://doi.org/10.1016/j.autcon.2025.106588

2025

Vision-based automated cable tension monitoring using pixel tracking

Dongyoung Ko, Minsoo Park*, Sujin Jin, Pa Pa Win Aung, Seunghee Park*, Automation in Construction (Q1, IF: 11.5) 

Vol. 179, No.106488, pp. 1–19, Nov 2025, DOI: https://doi.org/10.1016/j.autcon.2025.106488 , Code: https://github.com/pms5343/TWIST

Enhancing deep learning in structural damage identification with 3D-engine synthetic data

PaPa Win Aung, Kaung Myat Sam, Almo Senja kulinan, Gichun Cha, Minsoo Park*, Seunghee Park*, Automation in Construction (Q1, IF: 11.5) 

Vol.175, No.106203, pp. 1–12, July 2025, DOI: https://doi.org/10.1016/j.autcon.2025.106203

BIM-based automated analysis of dynamic hazards for proactive safety measures during the earthwork construction stage using CCTV data

Almo Senja kulinan, Yuntae Jeon, Pa Pa Win Aung, Minsoo Park*, Gichun Cha, Seunghee Park*, Advanced Engineering Informatics (Q1, IF: 8.0)

Vol.65, No.103296, pp. 1–14, May 2025, DOI : https://doi.org/10.1016/j.aei.2025.103296 

Visual Question Answering-based Referring Expression Segmentation for construction safety analysis

Dai Quoc Tran, Armstrong Aboah, Yuntae Jeon, Minh-Truyen Do, Mohamed Abdel-Aty, Minsoo Park, Seunghee Park*, Automation in Construction (Q1, IF: 9.6)

Vol. 174, No. 106127, pp. 1–18, Mar 2025, DOI: https://doi.org/10.1016/j.autcon.2025.106127 

Scaffolding Worker IMU time-series dataset for deep learning-based construction-site behavior recognition

Minsoo Park*, Seongwoo Son, Yuntae Jeon, Dongyoung Ko, Mingeon Cho, Seunghee Park*, Advanced Engineering Informatics (Q1, IF: 8.0)

Vol. 65 Part B, No. 103232, pp. 1–17, Mar 2025, DOI: https://doi.org/10.1016/j.aei.2025.103232  , Dataset: https://github.com/pms5343/SWIT

Neural Radiance Fields for construction-site scene representation and progress evaluation with BIM

Yuntae Jeon, Dai Quoc Tran, Khoa Dang Tran, Jaehyun Jeon, Minsoo Park*, Seunghee Park*, Automation in Construction (Q1, IF: 9.6)

Vol. 172, No. 106013, pp. 1–19, Jan 2025, DOI: https://doi.org/10.1016/j.autcon.2025.106013 

Prediction of residual tensile force for prestressed tendons under various arrangement conditions based on the electromagnetic induction sensor

Dongyoung Ko, Jooyoung Park, Minsoo Park*, Changjun Lee, Seunghee Park*, Measurement (Q1, IF: 5.2)

Vol. 246, No. 116659, pp. 1–48, Jan 2025, DOI: https://doi.org/10.1016/j.measurement.2025.116659 

Leveraging semi-supervised learning for domain adaptation: Enhancing safety at construction sites through long-tailed object detection

Dai Quoc Tran, Yutae Jeon, Armstrong Aboah, Jinyeong Bak, Minsoo Park, Seunghee Park*, ASCE Journal of Construction Engineering and Management (Q1, IF: 4.1)

Vol. 151, No. 1, pp. 1–20, Jan 2025, DOI: https://doi.org/10.1061/JCEMD4.COENG-15259

2024

Vision-based motion prediction for construction-worker safety in a real-time multi-camera system

Yutae Jeon, Dai Quoc Tran, Almo Senja Kulinan, Taeheon Kim, Minsoo Park*, Seunghee Park*, Advanced Engineering Informatics (Q1, IF: 8.0)

Vol. 62, No. 102898, pp. 1–16, Nov 2024, DOI: https://doi.org/10.1016/j.aei.2024.102898 

Automated construction-safety reporting system integrating deep learning-based real-time advanced detection and visual question answering

Shihao Wen, Minsoo Park*, Dai Quoc Tran, Seungsoo Lee, Seunghee Park*, Advances in Engineering Software (Q1, IF: 4.0)

Vol. 198, No. 103779, pp. 1–15, Dec 2024, DOI: https://doi.org/10.1016/j.advengsoft.2024.103779 

DCNAM: Automatic detection of pixel-level fine cracks using a densely connected network with attention mechanism

Daniel Asefa Beyene, Huangrui, Kassahun Demissie Tola, Fitsum Emagnenehe Yigzew, Minsoo Park*, Seunghee Park*, Structures (Q1, IF: 3.9)

Vol. 68, No. 107073, pp. 1–12, Oct 2024, DOI: https://doi.org/10.1016/j.istruc.2024.107073 

Preventing falls from floor openings using quadrilateral detection and construction-worker pose estimation

Minsoo Park*, Almo Senja Kulinan, Tran Quoc Dai, Jinyeong Bak, Seunghee Park*, Automation in Construction (Q1, IF: 9.6)

Vol. 165, No. 105536, pp. 1–16, Sep 2024, DOI: https://doi.org/10.1016/j.autcon.2024.105536 

Rapid wildfire damage estimation using integrated object-based classification with auto-generated Sentinel-2 training samples on Google Earth Engine

Almo Senja Kulinan, Younghyun Cho, Minsoo Park, Seunghee Park*, International Journal of Applied Earth Observation and Geoinformation (Q1, IF: 7.5)

Vol. 126, No. 103628, pp. 1–15, Feb 2024, DOI: https://doi.org/10.1016/j.jag.2023.103628 

Advancing construction-site workforce safety monitoring through BIM and computer-vision integration

Almo Senja Kulinan, Minsoo Park*, Pa Pa Win Aung, Gichun Cha, Seunghee Park*, Automation in Construction (Q1, IF: 9.6)

Vol. 158, No. 105227, pp. 1–14, Feb 2024, DOI: https://doi.org/10.1016/j.autcon.2023.105227

2023

Real-time monitoring of unsafe behaviors of ladder workers using deep learning on vision data

Minsoo Park, Dai Quoc Tran, Jinyeong Bak, Almo Senja Kulinan, Seunghee Park*, Journal of Safety Research (Q1, IF: 4.1)

Vol. 87, pp. 465–480, Dec 2023, DOI: https://doi.org/10.1016/j.jsr.2023.08.018 

Small and overlapping worker detection at construction sites

Minsoo Park, Dai Quoc Tran, Jinyeong Bak, Seunghee Park*, Automation in Construction (Q1, IF: 10.5)

Vol. 151, No. 104856, pp. 1–14, Apr 2023, DOI: https://doi.org/10.1016/j.autcon.2023.104856 

2022

Advanced wildfire detection using GAN-augmented datasets and weakly supervised object localization

Minsoo Park, Dai Quoc Tran, Jinyeong Bak, Seunghee Park*, International Journal of Applied Earth Observation and Geoinformation (Q1, IF: 7.7)

Vol. 114, No. 103052, pp. 1–16, Nov 2022, DOI: https://doi.org/10.1016/j.jag.2022.103052 

Forest-fire response system using deep-learning approaches with CCTV images and weather data

Dai Quoc Tran, Minsoo Park, Yuntae Jeon, Jinyeong Bak, Seunghee Park*, IEEE Access (Q2, IF: 3.5)

Vol. 10, pp. 66061–66071, Jun 2022, DOI: https://doi.org/10.1109/ACCESS.2022.3184707 

2021

Multilabel image classification with deep transfer learning for wildfire-response decision support

Minsoo Park, Dai Quoc Tran, Seungsoo Lee, Seunghee Park*, Remote Sensing (Q1, IF: 5.3)

Vol. 13, No. 19, pp. 1–19, Oct 2021, DOI: https://doi.org/10.3390/rs13193985 

2020

Damage-map estimation using UAV images and deep learning for disaster-management systems

Dai Quoc Tran, Minsoo Park, Daekyo Jung, Seunghee Park*, Remote Sensing (Q1, IF: 5.3)

Vol. 12, No. 24, pp. 1–17, Nov 2020, DOI: https://doi.org/10.3390/rs12244169

Heat-wave damage prediction in Korea using a random-forest model

Minsoo Park, Daekyo Jung, Seungsoo Lee, Seunghee Park*,
Applied Sciences (Q2, IF: 2.8)

Vol. 10, No. 22, pp. 1–12, Nov 2020, DOI: https://doi.org/10.3390/app10228237 

Wildfire-detection using DenseNet and CycleGAN-based data augmentation of remote-camera imagery

Minsoo Park, Dai Quoc Tran, Daekyo Jung, Seunghee Park*, Remote Sensing (Q1, IF: 5.3)

Vol. 12, No. 22, pp. 1–16, Nov 2020, DOI: https://doi.org/10.3390/rs12223715 

Conceptual framework of an intelligent decision-support system for smart-city disaster management

Daekyo Jung, Vu Tran Tuan, Dai Quoc Tran, Minsoo Park, Seunghee Park*, Applied Sciences (Q2, IF: 2.8)

Vol. 10, No. 2, Article 666, Jan 2020, DOI: https://doi.org/10.3390/app10020666 

2018

Improvement of MFL-sensing-based damage detection and quantification for steel-bar NDE

Ju-Won Kim, Minsoo Park, Junkyeong Kim, Seunghee Park*, Smart Structures and Systems (Q2, IF: 3.3)

Vol. 22, No. 2, pp. 239–247, Aug 2018, DOI: https://doi.org/10.12989/sss.2018.22.2.239 

Three-dimensional visualization solution to building-energy diagnosis for energy feedback

Tae-Keun Oh, Donghwan Lee, Minsoo Park, Gichun Cha, Seunghee Park*, Energies (Q3, IF: 3.3)

Vol. 11, No. 7, Article 1736, Jul 2018, DOI: https://doi.org/10.3390/en11071736