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Honggyu Son

Yonsei University · 工学

研究室紹介

Professor Honggyu Son's research lab specializes in remote sensing, geospatial analysis, and Earth observation, with a strong focus on glaciology, ice sheet dynamics, and flood monitoring using satellite and airborne sensors. The lab develops advanced image processing and mathematical modeling techniques for high-resolution declassified satellite imagery (e.g., CORONA) and Synthetic Aperture Radar (SAR) data to study environmental changes, particularly in polar regions and urban environments. Key research directions include automated ice margin mapping, water body extraction from SAR imagery, and sensor calibration for mobile mapping systems.

remote sensingSAR imageryice sheet dynamicsgeospatial analysisflood mapping

Research Overview

Papers
271
Total Citations
1,838
Papers (5y)
25
Primary Field
工学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
25total
2022
2023
2024
2025
2026
Citations per year (5y)
88total
20222023202420252026

Selected Papers

15
1
Article|192 citations·1998
Jakobshavn Glacier, west Greenland: 30 years of spaceborne observations
Hong‐Gyoo Sohn, Kenneth C. Jezek, C. J. van der Veen
SJR Q1Geophysical Research LettersOA

Early 1960's reconnaissance satellite images are compared to more recent image and map data in an interannual and seasonal study of West Central Greenland margin fluctuations. From 1962 to 1992, ice sheet margins to the north and south of Jakobshavn Glacier retreated despite a decline in average summer temperatures. The retreat may be reversing along the southern flank of the ice stream where regional mass balance estimates are positive. From 1950 to 1996, the terminus of Jakobshavn Glacier seas

Atmospheric ScienceEarth and Planetary Sciences
2
Article|114 citations·2004
Monitoring Crack Changes in Concrete Structures
Hong‐Gyoo Sohn, Yun-Mook Lim, Kong-Hyun Yun, Gihong Kim
SJR Q1Computer-Aided Civil and Infrastructure EngineeringOA
Civil and Structural EngineeringEngineering
3
Article|78 citations·2015
Water Area Extraction Using RADARSAT SAR Imagery Combined with Landsat Imagery and Terrain Information
Seunghwan Hong, Hyoseon Jang, Namhoon Kim, Hong‐Gyoo Sohn
SJR Q1SensorsOA

This paper exploits an effective water extraction method using SAR imagery in preparation for flood mapping in unpredictable flood situations. The proposed method is based on the thresholding method using SAR amplitude, terrain information, and object-based classification techniques for noise removal. Since the water areas in SAR images have the lowest amplitude value, the thresholding method using SAR amplitude could effectively extract water bodies. However, the reflective properties of water

Global and Planetary ChangeEnvironmental Science
4
Article|77 citations·2004
Mathematical modelling of historical reconnaissance CORONA KH‐4B Imagery
Hong‐Gyoo Sohn, Gihong Kim, Jae‐Hong Yom
SJR Q1The Photogrammetric Record

Abstract This paper describes three mathematical modelling methods for high‐resolution declassified CORONA KH‐4B images. Since CORONA images are collected with a panoramic camera, several types of geometric distortions are involved. Two methods use the modified collinearity equations, and the third involves the terrain‐dependent rational function model (RFM) which is considered to be a generic sensor model. Comparative analysis of the three mathematical modelling methods is undertaken. The resul

Ocean EngineeringEngineering
5
Article|45 citations·1999
Mapping ice sheet margins from ERS-1 SAR and SPOT imagery
Hong‐Gyoo Sohn, Kenneth C. Jezek
SJR Q2International Journal of Remote Sensing

We demonstrate a new technique to automatically map the margin of ice sheets using ERS-1 SAR and SPOT imagery. The technique relies on a series of image processing techniques including edge enhancement, dynamic thresholding, region growing, edge detection, and edge following. The mapping technique is used to measure temporal displacement of the ice sheet margin north and south of the Jakobshavn Glacier in Greenland. During the 4 year interval between 1988 and 1992 we find ice sheet margin advanc

Atmospheric ScienceEarth and Planetary Sciences
6
Article|43 citations·2016
Ridership patterns at subway stations of Seoul capital area and characteristics of station influence area
Mi-Kyeong Kim, Sang‐Pil Kim, Joon Heo, Hong‐Gyoo Sohn
SJR Q2KSCE Journal of Civil EngineeringOA

An enormous amount of transit data, created when people use their transportation cards, is being used effectively as smart card-based fare payment systems are being widely implemented. In Korea, the transportation card was first introduced by the Seoul Special City government in 1996 on its local bus services and has been compatible with the metropolitan subway system since 2000. Public transit card data can be used for many studies including determining the flow of transit passengers, which mak

TransportationSocial Sciences
7
Article|30 citations·2017
Utilization of a Terrestrial Laser Scanner for the Calibration of Mobile Mapping Systems
Seunghwan Hong, Ilsuk Park, Jisang Lee, Kwangyong Lim, Yoonjo Choi, Hong‐Gyoo Sohn
SJR Q1SensorsOA

This paper proposes a practical calibration solution for estimating the boresight and lever-arm parameters of the sensors mounted on a Mobile Mapping System (MMS). On our MMS devised for conducting the calibration experiment, three network video cameras, one mobile laser scanner, and one Global Navigation Satellite System (GNSS)/Inertial Navigation System (INS) were mounted. The geometric relationships between three sensors were solved by the proposed calibration, considering the GNSS/INS as one

GeologyEarth and Planetary Sciences
8
Article|29 citations·2018
Relationship between Spatio-Temporal Travel Patterns Derived from Smart-Card Data and Local Environmental Characteristics of Seoul, Korea
Mi-Kyeong Kim, Sangpil Kim, Hong‐Gyoo Sohn
SJR Q1SustainabilityOA

With the incorporation of an automated fare-collection system into the management of public transportation, not only can the quality of transportation services be improved but also that of the data collected from users when coupled with smart-card technology. The data collected from smart cards provide opportunities for researchers to analyze big data sets and draw meaningful information out of them. This study aims to identify the relationship between travel patterns derived from smart-card dat

TransportationSocial Sciences
9
Article|27 citations·2024
Enhancement of low-cost UAV-based photogrammetric point cloud using MMS point cloud and oblique images for 3D urban reconstruction
Eunkwan Lee, Soyeon Park, Hyoseon Jang, W. K. Choi, Hong‐Gyoo Sohn
SJR Q1MeasurementOA

The accurate and dense reconstruction of high-quality 3D spatial information is essential for digital twin-based smart cities. Unmanned aerial vehicle (UAV)-based photogrammetry allows the 3D modeling of urban environments in the shortest possible time. Accurate georeferencing is a prerequisite for utilizing geospatial information. The geolocation accuracy of real-time kinematic (RTK)/post-processing kinematic (PPK) UAV-based photogrammetry is significantly high; however, RTK/PPK UAVs are costly

GeologyEarth and Planetary Sciences
10
Article|26 citations·2021
Resilient cultural heritage through digital cultural heritage cube: Two cases in South Korea
Yoonjo Choi, Yun-Jung Yang, Hong‐Gyoo Sohn
SJR Q1Journal of Cultural Heritage
Safety, Risk, Reliability and QualityEngineering
11
Article|21 citations·2019
Analysis of the Relationship among Flood Severity, Precipitation, and Deforestation in the Tonle Sap Lake Area, Cambodia Using Multi-Sensor Approach
Sangpil Kim, Hong‐Gyoo Sohn, Mi-Kyeong Kim, Hyongki Lee
SJR Q2KSCE Journal of Civil Engineering
Global and Planetary ChangeEnvironmental Science
12
Article|21 citations·2006
Road Infrastructure Data Acquisition Using a Vehicle-Based Mobile Mapping System
Gihong Kim, Hong‐Gyoo Sohn, Yeong‐Sun Song
SJR Q1Computer-Aided Civil and Infrastructure EngineeringOA
Ocean EngineeringEngineering
13
Article|16 citations·2024
Multi-source point cloud registration for urban areas using a coarse-to-fine approach
Eunkwan Lee, Youngmok Kwon, Cheolhwan Kim, W. K. Choi, Hong‐Gyoo Sohn
SJR Q1GIScience & Remote SensingOA

The foundational step in constructing a digital twin involves transforming the physical world into an immersive 3D virtual environment. Unmanned aerial vehicle (UAV)-based photogrammetry, mobile mapping system (MMS), and terrestrial laser scanning (TLS) serve as powerful tools for 3D reconstruction of urban environments. Given the distinctive strengths and weaknesses of each sensor, a multi-source point cloud registration technique is imperative to achieve a detailed and precisely geolocated 3D

Environmental EngineeringEnvironmental Science
14
Article|16 citations·2005
Rational function model‐based image matching for digital elevation models
Hong‐Gyoo Sohn, Choung‐Hwan Park, Hoon Chang
SJR Q1The Photogrammetric Record

Abstract This paper presents an image matching technique for IKONOS satellite imagery based on rational function models (RFMs). This algorithm adopts the object‐space approach and reduces the search space to within the confined line‐shaped area called the piecewise matching line (PML). Also, the detailed procedure of generating 3D surface information using the RFM coefficients (RFCs) is introduced to illustrate an end‐user's point of view. The final digital elevation model (DEM) generated using

Ocean EngineeringEngineering
15
Article|13 citations·2020
Object Distance Estimation Using a Single Image Taken from a Moving Rolling Shutter Camera
Namhoon Kim, Junsu Bae, Cheolhwan Kim, Soyeon Park, Hong‐Gyoo Sohn
SJR Q1SensorsOA

This paper proposes a technique to estimate the distance between an object and a rolling shutter camera using a single image. The implementation of this technique uses the principle of the rolling shutter effect (RSE), a distortion within the rolling-shutter-type camera. The proposed technique has a mathematical strength compared to other single photo-based distance estimation methods that do not consider the geometric arrangement. The relationship between the distance and RSE angle was derived

Computer Vision and Pattern RecognitionComputer Science

Research Areas

Ocean EngineeringEnvironmental EngineeringAerospace EngineeringAtmospheric ScienceComputer Vision and Pattern RecognitionGlobal and Planetary Change

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