Research output per year
Research output per year
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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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 Access2 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
1 Scopus citations -
Deep Learning-based Depth Map Estimation: A Review
Seo, G., 2023, In: Korean Journal of Remote Sensing. 39, p. 1Research output: Contribution to journal › Article › peer-review
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Monocular Depth Estimation Using Res-UNet with an Attention Model
Jan, A. & Seo, S., May 2023, In: Applied Sciences (Switzerland). 13, 10, 6319.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Structural Crack Detection Using Deep Learning: An In-depth Review
Khan, S., Jan, A. & Seo, S., Aug 2023, In: Korean Journal of Remote Sensing. 39, 4, p. 371-393 23 p.Research output: Contribution to journal › Review article › peer-review