Gunho Sohn
I am Dr. Gunho Sohn, an Associate Professor of Geomatics Engineering at the Lassonde School of Engineering, York University. Currently, I serve as the Chair of the Department of Earth & Space Science & Engineering. :contentReference[oaicite:0]{index=0}
My research focuses on 3D urban space modeling and augmentation, photogrammetric computer vision, geometric remote sensing, web and wireless GIS, and building information modeling. :contentReference[oaicite:1]{index=1} I lead the Applied Urban Spatial Modelling (AUSM) Lab, where we develop innovative solutions to represent, describe, and understand urban environments through visual and spatial data. :contentReference[oaicite:2]{index=2}
I have been instrumental in projects like the 3D Mobile Mapping AI (3DMMAI) Project, a collaborative research program supported by Teledyne Optech, aimed at advancing 3D semantic mapping and SLAM using mobile lidar point clouds and images. :contentReference[oaicite:3]{index=3}
Areas of Expertise
- 3D Urban Space Modeling and Augmentation
- Photogrammetric Computer Vision
- Geometric Remote Sensing
- Web and Wireless GIS
- Building Information Modeling
Contact
- Email: [email protected]
- Phone: 416-650-8011
- Website: https://gunhosohn.me
Research Projects
3D Town
ISSUM Project Description
Landmine detection using polarized camera
This research leverages polarized imaging for landmine detection, capturing light at multiple angles (0°, 45°, 90°, 135°) and full-light images. Polarization features reveal surface anomalies and material differences, which are analyzed using advanced computer vision techniques. This approach improves detection rates, reduces false positives, and enhances safety in demining operations.
Publications
Fusion-SUNet: Spatial Layout Consistency for 3D Semantic Segmentation
CVPR workshop • 2023
A SEMANTIC GRAPH DATABASE FOR BIM-GIS INTEGRATED INFORMATION MODEL FOR AN INTELLIGENT URBAN MOBILITY WEB APPLICATION
ISPRS 2018 • 2018
Deep Adaptive Network for WiFi-Based Indoor Localization
3D GeoInfo 2023 • 2023
Public Transit Service Reliability Assessment using Two-Fluid Model
TRR 2020 • 2020
INDOOR POSITIONING USING WLAN FINGERPRINT MATCHING AND PATH ASSESSMENT WITH RETROACTIVE ADJUSTMENT ON MOBILE DEVICES.
ISPRS 2018 • 2018
YUTO Semantic: a Large Scale Aerial LIDAR Dataset for Semantic Segmentation
ISPRS Geospatial Week • 2023
