Gunho Sohn

York University — Canada

Environmental Science · Physical Sciences

26h-index4.2kcitations159works1.02yr avg
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Research Topics

Remote Sensing and LiDAR Applications(86), 3D Surveying and Cultural Heritage(63), Robotics and Sensor-Based Localization(34), Remote Sensing in Agriculture(23), Advanced Vision and Imaging(21)

Publications159 total

Dynamic Recalibration in LiDAR SLAM: Integrating AI and Geometric Methods with Real-Time Feedback Using INAF Fusion
arXiv (Cornell University)·2025Open Access
Evaluation of plume rise parameterizations in GEM-MACHv2 with analysis of image data using a deep convolutional neural network
2025Open Access
OrbitTrack: Advanced RSO detection and tracking from wide field-of-view on-orbit images
Advances in Space Research·2025Open Access
PolyAttractNet: Graph-Based Polygonal Segmentation of Building Footprints Using Attraction Field Maps
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Transformer Based Building Boundary Reconstruction using Attraction Field Maps
arXiv (Cornell University)·2025Open Access
TRIT-Net: Triplet-based Railway Instance Tracing Network Using Attraction Field Representation
2025Open Access
A framework for performance analysis of OpenStreetMap data in navigation applications: the case of a well-developed road network in Australia
Annals of GIS·2025· 2 citedOpen Access
EyeNet++: A Multiscale and Multidensity Approach for Outdoor 3-D Semantic Segmentation Inspired by the Human Visual Field
IEEE Transactions on Geoscience and Remote Sensing·2025· 1 citedOpen Access
A specialized inclusive road dataset with elevation profiles for realistic pedestrian navigation using open geospatial data and deep learning
Computers Environment and Urban Systems·2024· 4 cited
DeepCovPG:Deep-Learning-based Dynamic Covariance Prediction in Pose Graphs for Ultra-Wideband-Aided UAV Positioning
2024· 2 cited
Enhancing Polygonal Building Segmentation via Oriented Corners
arXiv (Cornell University)·2024Open Access
Ressub-Net: Residual Subtraction Network For DTM Extraction From DSM
2024
CornerRegNet: Building Segmentation from Overhead Imagery Using Oriented Corners in Deep Networks
2024· 1 cited
YUTO MMS: A comprehensive SLAM dataset for urban mobile mapping with tilted LiDAR and panoramic camera integration
The International Journal of Robotics Research·2024· 4 citedOpen Access
An explainable & prescriptive solution for space-based energy consumption optimization using BIM data & genetic algorithm
Journal of Building Engineering·2024· 5 citedOpen Access
Advancing Physically Informed Autoencoders for DTM Generation
Remote Sensing·2024· 2 citedOpen Access
Digital Twins: Simulating Robot-Human Sidewalk Interactions
Lecture notes in geoinformation and cartography·2024
NSANet: Noise-Seeking Attention Network
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2024Open Access
A Unified Multi-Task Learning Framework for Dtm Generation Using Surface Differencing
SSRN Electronic Journal·2024Open Access
Deep Adaptive Network for WiFi-Based Indoor Localization
Lecture notes in geoinformation and cartography·2024
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Frequent Co-authors

Jaewook Jung(10), Mozhdeh Shahbazi(6), Y. Jwa(6), Patrick Ménard(4), Connie Ko(4), Tarmo K. Remmel(4), Franz Rottensteiner(3), M. Gerke(3), I. J. Dowman(3), Jungwon Kang(3), Jérôme Théau(3), U. Breitkopf(2), Jan Dirk Wegner(2), Xianfeng Huang(2), H. B. Kim(2), H. B. Kim(2), A.-H. Hor(2), K. Babacan(2), Junjie Zhang(2), Ima Ituen(2)