Won-Kyung Baek

Forest Vertical Structure Mapping Using Two-Seasonal Optic Images and LiDAR DSM Acquired from UAV Platform through Random Forest, XGBoost, and Support Vector Machine Approaches

Jin-Woo Yu, Young-Woong Yoon, Won-Kyung Baek et al. · Remote Sensing · 2021 · 47 citations · Full text

Engineering, Forest Biometrics, Forestry +21

Performance Comparison of Oil Spill and Ship Classification from X-Band Dual- and Single-Polarized SAR Image Using Support Vector Machine, Random Forest, and Deep Neural Network

Won-Kyung Baek, Hyung-Sup Jung · Remote Sensing · 2021 · 36 citations · Full text

Engineering, Machine Learning, Polarization Characteristics +17

Classification of Forest Vertical Structure in South Korea from Aerial Orthophoto and Lidar Data Using an Artificial Neural Network

Soo-Kyung Kwon, Hyung-Sup Jung, Won-Kyung Baek et al. · Applied Sciences · 2017 · 26 citations · Full text

Image Analysis, Environmental Monitoring, Engineering +13

Ground subsidence observation of solid waste landfill park using multi-temporal radar interferometry

Won-Kyung Baek, Hyung-Sup Jung, Minjeong Jo et al. · International Journal of Urban Sciences · 2018 · 21 citations

Earth Observation, Environmental Monitoring, Engineering +23

Mapping Tree Species Using CNN from Bi-Seasonal High-Resolution Drone Optic and LiDAR Data

Eu-Ru Lee, Won-Kyung Baek, Hyung-Sup Jung · Remote Sensing · 2023 · 21 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +22