Yanbing Bai

Enhancement of Detecting Permanent Water and Temporary Water in Flood Disasters by Fusing Sentinel-1 and Sentinel-2 Imagery Using Deep Learning Algorithms: Demonstration of Sen1Floods11 Benchmark Datasets

Yanbing Bai, Wenqi Wu, Zhengxin Yang et al. · Remote Sensing · 2021 · 97 citations · Full text

Detecting Permanent Water, Convolutional Neural Network, Engineering +19

Towards Operational Satellite-Based Damage-Mapping Using U-Net Convolutional Network: A Case Study of 2011 Tohoku Earthquake-Tsunami

Yanbing Bai, Erick Mas, Shunichi Koshimura · Remote Sensing · 2018 · 96 citations · Full text

Convolutional Neural Network, Engineering, Spatiotemporal Data Fusion +21

A Framework of Rapid Regional Tsunami Damage Recognition From Post-event TerraSAR-X Imagery Using Deep Neural Networks

Yanbing Bai, Chang Gao, Sameer Singh et al. · IEEE Geoscience and Remote Sensing Letters · 2017 · 85 citations

Earth Observation, Convolutional Neural Network, Engineering +19

Pyramid Pooling Module-Based Semi-Siamese Network: A Benchmark Model for Assessing Building Damage from xBD Satellite Imagery Datasets

Yanbing Bai, Junjie Hu, Jinhua Su et al. · Remote Sensing · 2020 · 52 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Machine Learning Based Building Damage Mapping from the ALOS-2/PALSAR-2 SAR Imagery: Case Study of 2016 Kumamoto Earthquake

Yanbing Bai, Bruno Adriano, Erick Mas et al. · Journal of Disaster Research · 2017 · 42 citations · Full text

Engineering, Machine Learning, Earthquake Hazards +19