Extraction of damaged areas due to the 2013 Haiyan Typhoon using ASTER data. - Bruno Adriano; Hideomi Gokon; Erick Mas; Shunichi Koshimura; Wen Liu 001; Masashi Matsuoka (IGARSS, 2014)

Damage detection due to the typhoon haiyan from high-resolution SAR images. - Wen Liu 001; Masashi Matsuoka; Bruno Adriano; Erick Mas; Shunichi Koshimura (IGARSS, 2014)

Tsunami evacuation simulation - case studies for tsunami mitigation at Indonesia, Thailand and Japan. - Erick Mas; Shunichi Koshimura; Fumihiko Imamura; Anawat Suppasri; Abdul Muhari; Bruno Adriano (SIMULTECH, 2014)

Developing a method for urban damage mapping using radar signatures of building footprint in SAR imagery: A case study after the 2013 Super Typhoon Haiyan. - Bruno Adriano; Erick Mas; Shunichi Koshimura; Hideomi Gokon; Wen Liu 001; Masashi Matsuoka (IGARSS, 2015)

A Framework of Rapid Regional Tsunami Damage Recognition From Post-event TerraSAR-X Imagery Using Deep Neural Networks. - Yanbing Bai; Chang Gao 001; Sameer Singh 001; Magaly Koch; Bruno Adriano; Erick Mas; Shunichi Koshimura (IEEE Geosci. Remote. Sens. Lett., 2018)

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. Sens., 2018)

New Insights into Multiclass Damage Classification of Tsunami-Induced Building Damage from SAR Images. - Yukio Endo; Bruno Adriano; Erick Mas; Shunichi Koshimura (Remote. Sens., 2018)

Novel Unsupervised Classification of Collapsed Buildings Using Satellite Imagery, Hazard Scenarios and Fragility Functions. - Luis Moya; Luis Rafael Marval Pérez; Erick Mas; Bruno Adriano; Shunichi Koshimura; Fumio Yamazaki (Remote. Sens., 2018)

Drawback in the Change Detection Approach: False Detection during the 2018 Western Japan Floods. - Luis Moya; Yukio Endo; Genki Okada; Shunichi Koshimura; Erick Mas (Remote. Sens., 2019)

Pyramid Pooling Module-Based Semi-Siamese Network: A Benchmark Model for Assessing Building Damage from xBD Satellite Imagery Datasets. - Yanbing Bai; Junjie Hu 003; Jinhua Su; Xing Liu; Haoyu Liu; Xianwen He; Shengwang Meng; Erick Mas; Shunichi Koshimura (Remote. Sens., 2020)

Learning from the 2018 Western Japan Heavy Rains to Detect Floods during the 2019 Hagibis Typhoon. - Luis Moya; Erick Mas; Shunichi Koshimura (Remote. Sens., 2020)

Technical Solution Discussion for Key Challenges of Operational Convolutional Neural Network-Based Building-Damage Assessment from Satellite Imagery: Perspective from Benchmark xBD Dataset. - Jinhua Su; Yanbing Bai; Xingrui Wang; Dong Lu; Bo Zhao; Hanfang Yang; Erick Mas; Shunichi Koshimura (Remote. Sens., 2020)

Automatic Collection of Training Samples for Flooded Areas. - Luis Moya; Masakazu Hashimoto; Erick Mas; Shunichi Koshimura (IGARSS, 2021)

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; Jinze Yu 003; Bo Zhao; Xing Liu; Hanfang Yang; Erick Mas; Shunichi Koshimura (Remote. Sens., 2021)

The Potential Role of News Media to Construct a Machine Learning Based Damage Mapping Framework. - Genki Okada; Luis Moya; Erick Mas; Shunichi Koshimura (Remote. Sens., 2021)

Disaster Intensity-Based Selection of Training Samples for Remote Sensing Building Damage Classification. - Luis Moya; Christian Geiß; Masakazu Hashimoto; Erick Mas; Shunichi Koshimura; Günter Strunz (IEEE Trans. Geosci. Remote. Sens., 2021)

Optimizing the Post-disaster Resource Allocation with Q-Learning: Demonstration of 2021 China Flood. - Linhao Dong; Yanbing Bai; Qingsong Xu; Erick Mas (DEXA (2), 2022)

Sparse Representation-Based Inundation Depth Estimation Using SAR Data and Digital Elevation Model. - Luis Moya; Erick Mas; Shunichi Koshimura (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Flood Inundation Depth Estimation from SAR-Based Flood Extent and DEM. - Luis Moya; Erick Mas; Shunichi Koshimura (IGARSS, 2023)

A Case-Based Reasoning Framework Augmented with Causal Graph Bayesian Networks for Multi-Hazard Assessment of Earthquake Impacts. - Yiding Dou; Jiaming Zhang; Yuxin Li; Ruyi Qi; Zimeng Yuan; Yanbing Bai; Erick Mas; Shunichi Koshimura (ICCBR Workshops, 2024)

Urban Vulnerability Analysis in the Tributary Basin of the Rimac River, Peru Using High-Resolution Remote Sensing Imagery. - Bruno Adriano; Luis Moya; Erick Mas; Hiroyuki Miura; Masashi Matsuoka; Shunichi Koshimura (IGARSS, 2024)

Comparative Analysis of Detailed Features in 3D Models for SAR Simulation. - Chia Yee Ho; Erick Mas; Bruno Adriano; Shunichi Koshimura (IGARSS, 2024)

Assessment of Deep Learning Models Trained Using Global Remote Sensing Imagery in Real-Context Emergency Response. - Sesa Wiguna; Bruno Adriano; Erick Mas; Shunichi Koshimura (IGARSS, 2024)

Streamlining Forest Wildfire Surveillance: AI-Enhanced UAVs Utilizing the FLAME Aerial Video Dataset for Lightweight and Efficient Monitoring. - Lemeng Zhao; Junjie Hu 003; Jianchao Bi; Yanbing Bai; Erick Mas; Shunichi Koshimura (IROS, 2024)

Flood Data Analysis on SpaceNet 8 Using Apache Sedona. - Yanbing Bai; Zihao Yang; Jinze Yu 003; Rui-Yang Ju; Bin Yang; Erick Mas; Shunichi Koshimura (CoRR, 2024)

Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning. - Yanbing Bai; Xinyi Wu; Lai Xu; Jihan Pei; Erick Mas; Shunichi Koshimura (CoRR, 2024)

Building Damage Mapping of the 2024 Noto Peninsula Earthquake, Japan, Using Semi-Supervised Learning and VHR Optical Imagery. - Sesa Wiguna; Bruno Adriano; Ruben Vescovo; Erick Mas; Ayumu Mizutani; Shunichi Koshimura (IEEE Geosci. Remote. Sens. Lett., 2024)

Exploring the Feasibility of Ray Tracing SAR Simulation on Building Damage Assessment. - Chia Yee Ho; Erick Mas; Bruno Adriano; Shunichi Koshimura (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Evaluation of Deep Learning Models for Building Damage Mapping in Emergency Response Settings. - Sesa Wiguna; Bruno Adriano; Erick Mas; Shunichi Koshimura (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)