Gunho Sohn

According to our database, Gunho Sohn authored at least 36 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Advancing Physically Informed Autoencoders for DTM Generation.

Amin Alizadeh Naeini, Mohammad Moein Sheikholeslami, Gunho Sohn

Remote. Sens., June, 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

NSANet: Noise-Seeking Attention Network.

Maryam Jameela, Gunho Sohn

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Enhancing Polygonal Building Segmentation via Oriented Corners.

Mohammad Moein Sheikholeslami, Muhammad Kamran, Andreas Wichmann, Gunho Sohn

CoRR, 2024

CornerRegNet: Building Segmentation from Overhead Imagery Using Oriented Corners in Deep Networks.

Mohammad Moein Sheikholeslami, Muhammad Kamran, Andreas Wichmann, Gunho Sohn

Proceedings of the IGARSS 2024, 2024

Ressub-Net: Residual Subtraction Network For DTM Extraction From DSM.

Amin Alizadeh Naeini, Mohammad Moein Sheikholeslami, Gunho Sohn

Proceedings of the IGARSS 2024, 2024

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

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

PVL-Cartographer: Panoramic Vision-Aided LiDAR Cartographer-Based SLAM for Maverick Mobile Mapping System.

Yujia Zhang, Jungwon Kang, Gunho Sohn

Remote. Sens., July, 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., July, 2023

Deep Convolutional Neural Network for Plume Rise Measurements in Industrial Environments.

Mohammad Koushafar, Gunho Sohn, Mark Gordon

Remote. Sens., June, 2023

MRNet: Multiple-Input Receptive Field Network for Large-Scale Point Cloud Segmentation.

Sunghwan Yoo, Yeongjeong Jeong, Maryam Jameela, Gunho Sohn

CoRR, 2023

Human Vision Based 3D Point Cloud Semantic Segmentation of Large-Scale Outdoor Scenes.

Sunghwan Yoo, Yeonjeong Jeong, Maryam Jameela, Gunho Sohn

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Fusion-SUNet: Spatial Layout Consistency for 3D Semantic Segmentation.

Maryam Jameela, Gunho Sohn, Sunghwan Yoo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

TPE-Net: Track Point Extraction and Association Network for Rail Path Proposal Generation.

Mohammadjavad Ghorbanalivakili, Jungwon Kang, Gunho Sohn, David Beach, Veronica Marín

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

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

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

An Adaptive Refinement Scheme for Depth Estimation Networks.

Amin Alizadeh Naeini, Mohammad Moein Sheikholeslami, Gunho Sohn

Sensors, 2022

YUTO Tree5000: A Large-Scale Airborne LiDAR Dataset for Single Tree Detection.

Connie Ko, Yeonjeong Jeong, Hyungju Lee, Gunho Sohn

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Spatial Layout Consistency for 3D Semantic Segmentation.

Maryam Jameela, Gunho Sohn

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

2021

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

Proceedings of the 20th International Conference on Advanced Robotics, 2021

2020

Boundary Regularized Building Footprint Extraction From Satellite Images Using Deep Neural Network.

Kang Zhao, Muhammad Kamran, Gunho Sohn

CoRR, 2020

Benchmark Dataset of Ultra-Wideband Radio Based UAV Positioning.

Zahra Arjmandi, Jungwon Kang, Kunwoo Park, Gunho Sohn

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Ultra-Wideband Aided UAV Positioning Using Incremental Smoothing with Ranges and Multilateration.

Jungwon Kang, Kunwoo Park, Zahra Arjmandi, Gunho Sohn, Mozhdeh Shahbazi, Patrick Ménard

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

2019

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

2018

Building Extraction From Satellite Images Using Mask R-CNN With Building Boundary Regularization.

Kang Zhao, Jungwon Kang, Jaewook Jung, Gunho Sohn

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Implicit Regularization for Reconstructing 3D Building Rooftop Models Using Airborne LiDAR Data.

Jaewook Jung, Yoonseok Jwa, Gunho Sohn

Sensors, 2017

Evolutionary Optimization for Robust Epipolar-Geometry Estimation and Outlier Detection.

Mozhdeh Shahbazi, Gunho Sohn, Jérôme Théau

Algorithms, 2017

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

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

Remote. Sens., 2016

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

2015

Development and Evaluation of a UAV-Photogrammetry System for Precise 3D Environmental Modeling.

Mozhdeh Shahbazi, Gunho Sohn, Jérôme Théau, Patrick Ménard

Sensors, 2015

2014

Hybrid Ensemble Classification of Tree Genera Using Airborne LiDAR Data.

Connie Ko, Gunho Sohn, Tarmo K. Remmel, John R. Miller

Remote. Sens., 2014

Context based multiple railway object recognition from mobile laser scanning data.

Chao Luo, Yoonseok Jwa, Gunho Sohn

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

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

Proceedings of the 2012 IEEE Virtual Reality, 2012

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

Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

2010

Individual tree species classification using structure features from high density airborne lidar data.

Jili Li, Baoxin Hu, Gunho Sohn, Linhai Jing

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2007

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

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007