SCIE

  * 교신저자(Corresponding Author)

Published: 25, H-Index: 15, Citations: 777, Under Review: 9 manuscripts (as of September 2025) 

2025

Vision-based Method for Automated Cable Tension Monitoring via Pixel Tracking

Dongyoung Ko, Minsoo Park*, Soojin 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, March 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, March 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, January 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, January 2025, DOI: https://doi.org/10.1016/j.measurement.2025.116659 

2024

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, Nov 2024, DOI: https://doi.org/10.1061/JCEMD4.COENG-15259 

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, Oct 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 

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, Dec 2020, DOI: https://doi.org/10.3390/rs12244169

2020

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