Personal profile
In Korean
서건원 교수(공과대학 토목공학과)
Education
(1992) B.S., Seoul National University
(1994) M.S., Seoul National University
(2003) Ph.D., The Ohio State University
(1994) M.S., Seoul National University
(2003) Ph.D., The Ohio State University
Professional Experience
(2009~Present) Professor, Kyungpook National University
(2007~2009) Lead Researcher, Korea Land Spatialization Group, Incheon
(2003~2007) Senior Researcher, Mississippi State University, Starkville, MS
(1999~2003) Research Assistant, The Ohio State University, Columbus, OH
(2007~2009) Lead Researcher, Korea Land Spatialization Group, Incheon
(2003~2007) Senior Researcher, Mississippi State University, Starkville, MS
(1999~2003) Research Assistant, The Ohio State University, Columbus, OH
Research Interests
Deep Learning, Computer Vision, Image Processing, Photogrammetry, Imagemetry, Spatial Information, SLAM, Structure-from-Motion, Self-Driving Vehicle
Major Research Achievements
Deep learning based concrete bridge damage detection
Deep learning based construction worker's helmet detection using drone images
Deep learning based crack detection using attention mechanism
Subpixel edge location based on adaptive weighting of gradients
Edge modeling with two blur parameters
Line detection with the sum of gradient angle differences
SNR analysis for quantitative comparision of line detection methods
Image denoising and refinement using iterative reweighting of image intensities
Deep learning based construction worker's helmet detection using drone images
Deep learning based crack detection using attention mechanism
Subpixel edge location based on adaptive weighting of gradients
Edge modeling with two blur parameters
Line detection with the sum of gradient angle differences
SNR analysis for quantitative comparision of line detection methods
Image denoising and refinement using iterative reweighting of image intensities
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Accurate structural crack detection using NestedUNet from drone and handheld camera images
Khan, S., Jan, A. & Seo, K., Sep 2025, In: KSCE Journal of Civil Engineering. 29, 9, 100204.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Accuracy Evaluation of Homography-Based Camera Pose and Point Depth Calculation for a Deep Learning Dataset
Seo, K., 2024, In: Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography. 42, 5, p. 435-441 7 p.Research output: Contribution to journal › Article › peer-review
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멀티밴드 지원 저가형 GNSS 수신기의 좌표 취득 및 토탈스테이션과 비교
Translated title of the contribution :Coordinate Acquisition and Comparison of A Low-cost Multi-band GNSS Receiver with Total Stations Research output: Contribution to journal › Article › peer-review
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Construction Site Multi-Category Target Detection System Based on UAV Low-Altitude Remote Sensing
Liang, H., Cho, J. & Seo, S., Mar 2023, In: Remote Sensing. 15, 6, 1560.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
Deep Learning-based Depth Map Estimation: A Review
Jan, A., Khan, S. & Seo, S., 2023, In: Korean Journal of Remote Sensing. 39, 1, p. 1-21 21 p.Research output: Contribution to journal › Review article › peer-review
4 Scopus citations