Erick Mas

According to our database, Erick Mas authored at least 29 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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

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

Streamlining Forest Wildfire Surveillance: AI-Enhanced UAVs Utilizing the FLAME Aerial Video Dataset for Lightweight and Efficient Monitoring.

Lemeng Zhao, Junjie Hu, Jianchao Bi, Yanbing Bai, 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

Flood Data Analysis on SpaceNet 8 Using Apache Sedona.

Yanbing Bai, Zihao Yang, Jinze Yu, Rui-Yang Ju, Bin Yang, Erick Mas, Shunichi Koshimura

CoRR, 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

Proceedings of the IGARSS 2024, 2024

Comparative Analysis of Detailed Features in 3D Models for SAR Simulation.

Chia Yee Ho, Erick Mas, Bruno Adriano, Shunichi Koshimura

Proceedings of the IGARSS 2024, 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

Proceedings of the IGARSS 2024, 2024

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

Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), 2024

2023

Flood Inundation Depth Estimation from SAR-Based Flood Extent and DEM.

Luis Moya, Erick Mas, Shunichi Koshimura

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

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

Optimizing the Post-disaster Resource Allocation with Q-Learning: Demonstration of 2021 China Flood.

Linhao Dong, Yanbing Bai, Qingsong Xu, Erick Mas

Proceedings of the Database and Expert Systems Applications, 2022

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

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

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, Bo Zhao, Xing Liu, Hanfang Yang, Erick Mas, Shunichi Koshimura

Remote. Sens., 2021

Automatic Collection of Training Samples for Flooded Areas.

Luis Moya, Masakazu Hashimoto, Erick Mas, Shunichi Koshimura

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

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

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

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, Xing Liu, Haoyu Liu, Xianwen He, Shengwang Meng, Erick Mas, Shunichi Koshimura

Remote. Sens., 2020

2019

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

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

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

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

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

Yanbing Bai, Chang Gao, Sameer Singh, Magaly Koch, Bruno Adriano, Erick Mas, Shunichi Koshimura

IEEE Geosci. Remote. Sens. Lett., 2018

2015

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, Masashi Matsuoka

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

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

Proceedings of the 4th International Conference On Simulation And Modeling Methodologies, 2014

Damage detection due to the typhoon haiyan from high-resolution SAR images.

Wen Liu, Masashi Matsuoka, Bruno Adriano, Erick Mas, Shunichi Koshimura

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Extraction of damaged areas due to the 2013 Haiyan Typhoon using ASTER data.

Bruno Adriano, Hideomi Gokon, Erick Mas, Shunichi Koshimura, Wen Liu, Masashi Matsuoka

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014