Statistical classification methodology of SHOALS 3000 backscatter to mapping coastal benthic habitats. - Antoine Collin; Antoine Cottin; Bernard Long; Philippe Archambault; Pim Kuus; John H. Clarke; Gunho Sohn; John R. Miller 001 (IGARSS, 2007)

Individual tree species classification using structure features from high density airborne lidar data. - Jili Li; Baoxin Hu; Gunho Sohn; Linhai Jing (IGARSS, 2010)

3D Town: The Automatic Urban Awareness Project. - Eduardo R. Corral-Soto; Ron Tal; Langyue Wang; Ravi Ancil Persad; Luo Chao; Chan Solomon; Bob Hou; Gunho Sohn; James H. Elder (CRV, 2012)

3DTown: The automatic urban awareness project. - Eduardo R. Corral-Soto; Ron Tal; Larry Wang; Ravi Ancil Persad; Luo Chao; Chan Solomon; Bob Hou; Gunho Sohn; James H. Elder (VR, 2012)

Context based multiple railway object recognition from mobile laser scanning data. - Chao Luo; Yoonseok Jwa; Gunho Sohn (IGARSS, 2014)

Hybrid Ensemble Classification of Tree Genera Using Airborne LiDAR Data. - Connie Ko; Gunho Sohn; Tarmo K. Remmel; John R. Miller 001 (Remote. Sens., 2014)

Development and Evaluation of a UAV-Photogrammetry System for Precise 3D Environmental Modeling. - Mozhdeh Shahbazi; Gunho Sohn; Jérôme Théau; Patrick Ménard (Sensors, 2015)

Multi-Range Conditional Random Field for Classifying Railway Electrification System Objects Using Mobile Laser Scanning Data. - Jaewook Jung; Leihan Chen; Gunho Sohn; Chao Luo; Jong-Un Won (Remote. Sens., 2016)

Maximizing the Diversity of Ensemble Random Forests for Tree Genera Classification Using High Density LiDAR Data. - Connie Ko; Gunho Sohn; Tarmo K. Remmel; John R. Miller 001 (Remote. Sens., 2016)

Matching Aerial Images to 3D Building Models Using Context-Based Geometric Hashing. - Jaewook Jung; Gunho Sohn; Ki-In Bang; Andreas Wichmann; Costas Armenakis; Martin Kada (Sensors, 2016)

Evolutionary Optimization for Robust Epipolar-Geometry Estimation and Outlier Detection. - Mozhdeh Shahbazi; Gunho Sohn; Jérôme Théau (Algorithms, 2017)

Implicit Regularization for Reconstructing 3D Building Rooftop Models Using Airborne LiDAR Data. - Jaewook Jung; Yoonseok Jwa; Gunho Sohn (Sensors, 2017)

Building Extraction From Satellite Images Using Mask R-CNN With Building Boundary Regularization. - Kang Zhao 002; Jungwon Kang; Jaewook Jung; Gunho Sohn (CVPR Workshops, 2018)

Multi-Scale Hierarchical CRF for Railway Electrification Asset Classification From Mobile Laser Scanning Data. - Leihan Chen; Jaewook Jung; Gunho Sohn (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Ultra-Wideband Aided UAV Positioning Using Incremental Smoothing with Ranges and Multilateration. - Jungwon Kang; Kunwoo Park; Zahra Arjmandi; Gunho Sohn; Mozhdeh Shahbazi; Patrick Ménard (IROS, 2020)

Benchmark Dataset of Ultra-Wideband Radio Based UAV Positioning. - Zahra Arjmandi; Jungwon Kang; Kunwoo Park; Gunho Sohn (ITSC, 2020)

Boundary Regularized Building Footprint Extraction From Satellite Images Using Deep Neural Network. - Kang Zhao 002; Muhammad Kamran; Gunho Sohn (CoRR, 2020)

RPV-SLAM: Range-augmented Panoramic Visual SLAM for Mobile Mapping System with Panoramic Camera and Tilted LiDAR. - Jungwon Kang; Yujia Zhang; Zhen Liu; Andrew Sit; Gunho Sohn (ICAR, 2021)

Spatial Layout Consistency for 3D Semantic Segmentation. - Maryam Jameela; Gunho Sohn (ICPR Workshops (3), 2022)

YUTO Tree5000: A Large-Scale Airborne LiDAR Dataset for Single Tree Detection. - Connie Ko; Yeonjeong Jeong; Hyungju Lee; Gunho Sohn (ICPR Workshops (3), 2022)

An Adaptive Refinement Scheme for Depth Estimation Networks. - Amin Alizadeh Naeini; Mohammad Moein Sheikholeslami; Gunho Sohn (Sensors, 2022)

HDPV-SLAM: Hybrid Depth-Augmented Panoramic Visual SLAM for Mobile Mapping System with Tilted LiDAR and Panoramic Visual Camera. - Mostafa Ahmadi; Amin Alizadeh Naeini; Mohammad Moein Sheikholeslami; Zahra Arjmandi; Yujia Zhang; Gunho Sohn (CASE, 2023)

TPE-Net: Track Point Extraction and Association Network for Rail Path Proposal Generation. - Mohammadjavad Ghorbanalivakili; Jungwon Kang; Gunho Sohn; David Beach; Veronica Marín (CASE, 2023)

Fusion-SUNet: Spatial Layout Consistency for 3D Semantic Segmentation. - Maryam Jameela; Gunho Sohn; Sunghwan Yoo (CVPR Workshops, 2023)

Human Vision Based 3D Point Cloud Semantic Segmentation of Large-Scale Outdoor Scenes. - Sunghwan Yoo; Yeonjeong Jeong; Maryam Jameela; Gunho Sohn (CVPR Workshops, 2023)

MRNet: Multiple-Input Receptive Field Network for Large-Scale Point Cloud Segmentation. - Sunghwan Yoo; Yeongjeong Jeong; Maryam Jameela; Gunho Sohn (CoRR, 2023)

Deep Convolutional Neural Network for Plume Rise Measurements in Industrial Environments. - Mohammad Koushafar; Gunho Sohn; Mark Gordon (Remote. Sens., 2023)

A Novel Method for Extracting and Analyzing the Geometry Properties of the Shortest Pedestrian Paths Focusing on Open Geospatial Data. - Reza Hosseini; Daoqin Tong; Samsung Lim; Qian (Chayn) Sun; Gunho Sohn; Gyözö Gidófalvi; Abbas Alimohammadi; Seyedehsan Seyedabrishami (ISPRS Int. J. Geo Inf., 2023)

PVL-Cartographer: Panoramic Vision-Aided LiDAR Cartographer-Based SLAM for Maverick Mobile Mapping System. - Yujia Zhang; Jungwon Kang; Gunho Sohn (Remote. Sens., 2023)

DeepCovPG: Deep-Learning-based Dynamic Covariance Prediction in Pose Graphs for Ultra-Wideband-Aided UAV Positioning. - Zahra Arjmandi; Jungwon Kang; Gunho Sohn; Costas Armenakis; Mozhdeh Shahbazi (CASE, 2024)

Ressub-Net: Residual Subtraction Network For DTM Extraction From DSM. - Amin Alizadeh Naeini; Mohammad Moein Sheikholeslami; Gunho Sohn (IGARSS, 2024)

CornerRegNet: Building Segmentation from Overhead Imagery Using Oriented Corners in Deep Networks. - Mohammad Moein Sheikholeslami; Muhammad Kamran; Andreas Wichmann; Gunho Sohn (IGARSS, 2024)

Enhancing Polygonal Building Segmentation via Oriented Corners. - Mohammad Moein Sheikholeslami; Muhammad Kamran; Andreas Wichmann; Gunho Sohn (CoRR, 2024)

NSANet: Noise-Seeking Attention Network. - Maryam Jameela; Gunho Sohn (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

A specialized inclusive road dataset with elevation profiles for realistic pedestrian navigation using open geospatial data and deep learning. - Reza Hosseini; Samsung Lim; Daoqin Tong; Gunho Sohn; Seyedehsan Seyedabrishami (Comput. Environ. Urban Syst., 2024)

Advancing Physically Informed Autoencoders for DTM Generation. - Amin Alizadeh Naeini; Mohammad Moein Sheikholeslami; Gunho Sohn (Remote. Sens., 2024)

YUTO MMS: A comprehensive SLAM dataset for urban mobile mapping with tilted LiDAR and panoramic camera integration. - Yiujia Zhang; Seyedmostafa Ahmadi; Jungwon Kang; Zahra Arjmandi; Gunho Sohn (Int. J. Robotics Res., 2025)

EyeNet++: A Multiscale and Multidensity Approach for Outdoor 3-D Semantic Segmentation Inspired by the Human Visual Field. - Sunghwan Yoo; Yeonjeong Jeong; Mohammad Moein Sheikholeslami; Gunho Sohn (IEEE Trans. Geosci. Remote. Sens., 2025)

A framework for performance analysis of OpenStreetMap data in navigation applications: the case of a well-developed road network in Australia. - Reza Hosseini; Daoqin Tong; Samsung Lim; Gunho Sohn; Gyözö Gidófalvi (Ann. GIS, 2025)

Transformer Based Building Boundary Reconstruction using Attraction Field Maps. - Muhammad Kamran; Mohammad Moein Sheikholeslami; Andreas Wichmann; Gunho Sohn (CoRR, 2025)