Yanbing Bai

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 22

Top Topics

Satellite Imagery

Damage Assessment

Top Venues

Publications

Yiding Dou, Jiaming Zhang, Yuxin Li, Ruyi Qi, Zimeng Yuan, Yanbing Bai, Erick Mas, Shunichi Koshimura
A Case-Based Reasoning Framework Augmented with Causal Graph Bayesian Networks for Multi-Hazard Assessment of Earthquake Impacts. ICCBR Workshops (2024)
Yanbing Bai, Zihao Yang, Jinze Yu, Rui-Yang Ju, Bin Yang, Erick Mas, Shunichi Koshimura
Flood Data Analysis on SpaceNet 8 Using Apache Sedona. CoRR (2024)
Yanbing Bai, Zelan Zhu, Huixue Su, Xiao Liu, Liangzhi Li
Estimating Socioeconomic Proxy Variables Using Multimodal Deep Learning Models. ICIC (13) (2024)
Jing An, Yanbing Bai, Jiyi Li, Junjie Hu, Rui Li, Yuxi Xiao, Rui Hua
Evaluating Performance of LLaMA2 Large Language Model Enhanced by QLoRA Fine-Tuning for English Grammatical Error Correction. DEXA (1) (2024)
Yanbing Bai, Xinyi Wu, Lai Xu, Jihan Pei, Erick Mas, Shunichi Koshimura
Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning. CoRR (2024)
Yanbing Bai, Dong Chen, Ziyue Zhang
A Conditional Generative Adversarial Networks-Augmented Case-Based Reasoning Framework for Crop Yield Predictions with Time-Series Remote Sensing Data. ICCBR Workshops (2024)
Yanbing Bai, Rui-Yang Ju, Siao Li, Zihao Yang, Jinze Yu
FAD-SAR: A Novel Fishing Activity Detection System via Synthetic Aperture Radar Images Based on Deep Learning Method. CoRR (2024)
Yanbing Bai, Jinhua Su, Yulong Zou, Bruno Adriano
Knowledge distillation based lightweight building damage assessment using satellite imagery of natural disasters. GeoInformatica 27 (2) (2023)
Jing An, Yecheng Tang, Yanbing Bai, Jiyi Li
Word Alignment Based Transformer Model for XML Structured Documentation Translation. DEXA (1) (2022)
Zaishuo Xia, Zelin Li, Yanbing Bai, Jinze Yu, Bruno Adriano
Self-Supervised Learning for Building Damage Assessment from Large-scale xBD Satellite Imagery Benchmark Datasets. CoRR (2022)
Zaishuo Xia, Zelin Li, Yanbing Bai, Jinze Yu, Bruno Adriano
Self-supervised Learning for Building Damage Assessment from Large-Scale xBD Satellite Imagery Benchmark Datasets. DEXA (1) (2022)
Chengcheng Guo, Bo Zhao, Yanbing Bai
DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning. CoRR (2022)
Chengcheng Guo, Bo Zhao, Yanbing Bai
DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning. DEXA (1) (2022)
Linhao Dong, Yanbing Bai, Qingsong Xu, Erick Mas
Optimizing the Post-disaster Resource Allocation with Q-Learning: Demonstration of 2021 China Flood. DEXA (2) (2022)
Haoyu Liu, Xianwen He, Yanbing Bai, Xing Liu, Yilin Wu, Yanyun Zhao, Hanfang Yang
Erratum: Liu et al. Nightlight as a Proxy of Economic Indicators: Fine-Grained GDP Inference around Chinese Mainland via Attention-Augmented CNN from Daytime Satellite Imagery. Remote Sens. 2021, 13, 2067. Remote. Sens. 13 (17) (2021)
Ning Ma, Yanbing Bai, Shengwang Meng
Return Period Evaluation of the Largest Possible Earthquake Magnitudes in Mainland China Based on Extreme Value Theory. Sensors 21 (10) (2021)
Haoyu Liu, Xianwen He, Yanbing Bai, Xing Liu, Yilin Wu, Yanyun Zhao, Hanfang Yang
Nightlight as a Proxy of Economic Indicators: Fine-Grained GDP Inference Around Mainland China via Attention-Augmented CNN from Daytime Satellite Imagery. Remote. Sens. 13 (11) (2021)
Yanbing Bai, Wenqi Wu, Zhengxin Yang, Jinze Yu, Bo Zhao, Xing Liu, Hanfang Yang, Erick Mas, Shunichi Koshimura
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. Remote. Sens. 13 (11) (2021)
Yanbing Bai, Junjie Hu, Jinhua Su, Xing Liu, Haoyu Liu, Xianwen He, Shengwang Meng, Erick Mas, Shunichi Koshimura
Pyramid Pooling Module-Based Semi-Siamese Network: A Benchmark Model for Assessing Building Damage from xBD Satellite Imagery Datasets. Remote. Sens. 12 (24) (2020)
Jinhua Su, Yanbing Bai, Xingrui Wang, Dong Lu, Bo Zhao, Hanfang Yang, Erick Mas, Shunichi Koshimura
Technical Solution Discussion for Key Challenges of Operational Convolutional Neural Network-Based Building-Damage Assessment from Satellite Imagery: Perspective from Benchmark xBD Dataset. Remote. Sens. 12 (22) (2020)
Yanbing Bai, Erick Mas, Shunichi Koshimura
Towards Operational Satellite-Based Damage-Mapping Using U-Net Convolutional Network: A Case Study of 2011 Tohoku Earthquake-Tsunami. Remote. Sens. 10 (10) (2018)
Yanbing Bai, Chang Gao, Sameer Singh, Magaly Koch, Bruno Adriano, Erick Mas, Shunichi Koshimura
A Framework of Rapid Regional Tsunami Damage Recognition From Post-event TerraSAR-X Imagery Using Deep Neural Networks. IEEE Geosci. Remote. Sens. Lett. 15 (1) (2018)
Cheng Ye Zhang, Qiming Qin, Li Chen, Nan Wang, Yanbing Bai, Shanshan Zhao
Hyperspectral remote sensing for coal-bed methane exploration. IGARSS (2014)
Nan Wang, Qiming Qin, Li Chen, Yanbing Bai, Shanshan Zhao, Cheng Ye Zhang, Huazhong Ren
Passive super-low frequency remote sensing technique for monitoring coal-bed methane reservoirs. IGARSS (2014)
Xiucheng Yang, Qiming Qin, Xuebin Qin, Jun Wang, Yanbing Bai, Jianhua Wang, Li Chen
Façade reconstruction from oblique areal images. IGARSS (2014)
Yanbing Bai, Qiming Qin, Li Chen, Nan Wang, Jianhua Wang, Chao Chen
The quantitative prediction of Coalbed Methane gas content based on super-low frequency electromagnetic technology. IGARSS (2013)
Li Chen, Qiming Qin, Yanbing Bai, Nan Wang, Jun Wang, Chao Chen
Integrating remote sensing and Super-Low Frequency electromagnetic technology in exploration of buried faults. IGARSS (2013)
Nan Wang, Qiming Qin, Chao Xie, Li Chen, Yanbing Bai
Coal-bed Methane reservoir identification using the natural source Super-Low Frequency remote sensing. IGARSS (2013)
Yanbing Bai, Qiming Qin, Li Chen, Nan Wang, Jianhua Wang, Hongbo Jiang
A method on Coalbed Methane gas content monitoring based on super-low frequency electromagnetic technology. IGARSS (2013)