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ORCIDShunichi Koshimura
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2020 – today
- 2024
[j24]Sesa Wiguna
, Bruno Adriano, Ruben Vescovo, Erick Mas, Ayumu Mizutani, Shunichi Koshimura:
Building Damage Mapping of the 2024 Noto Peninsula Earthquake, Japan, Using Semi-Supervised Learning and VHR Optical Imagery. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)- [j23]Chia Yee Ho, Erick Mas, Bruno Adriano, Shunichi Koshimura:
Exploring the Feasibility of Ray Tracing SAR Simulation on Building Damage Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 1046-1059 (2024) - [j22]Sesa Wiguna, Bruno Adriano, Erick Mas, Shunichi Koshimura:
Evaluation of Deep Learning Models for Building Damage Mapping in Emergency Response Settings. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 5651-5667 (2024) - [c30]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: 206-219 - [c29]Sesa Wiguna, Bruno Adriano, Erick Mas, Shunichi Koshimura:
Assessment of Deep Learning Models Trained Using Global Remote Sensing Imagery in Real-Context Emergency Response. IGARSS 2024: 1736-1740 - [c28]Chia Yee Ho, Erick Mas, Bruno Adriano, Shunichi Koshimura:
Comparative Analysis of Detailed Features in 3D Models for SAR Simulation. IGARSS 2024: 1750-1754 - [c27]Bruno Adriano, Luis Moya, Erick Mas, Hiroyuki Miura, Masashi Matsuoka, Shunichi Koshimura:
Urban Vulnerability Analysis in the Tributary Basin of the Rimac River, Peru Using High-Resolution Remote Sensing Imagery. IGARSS 2024: 3635-3638 - [i5]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 abs/2404.18235 (2024) - [i4]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 abs/2405.17734 (2024) - [i3]Keichi Takahashi, Takashi Abe, Akihiro Musa, Yoshihiko Sato, Yoichi Shimomura, Hiroyuki Takizawa, Shunichi Koshimura:
Modernizing an Operational Real-time Tsunami Simulator to Support Diverse Hardware Platforms. CoRR abs/2408.07609 (2024) - [i2]Lemeng Zhao, Junjie Hu, Jianchao Bi, Yanbing Bai, Erick Mas, Shunichi Koshimura:
Streamlining Forest Wildfire Surveillance: AI-Enhanced UAVs Utilizing the FLAME Aerial Video Dataset for Lightweight and Efficient Monitoring. CoRR abs/2409.00510 (2024) - 2023
- [j21]Kenta Sato, Shunichi Koshimura:
Development of a single-phase free-surface flow model with the improved lattice kinetic scheme. Comput. Math. Appl. 145: 275-288 (2023) - [j20]Hideomi Gokon, Fuyuki Endo, Shunichi Koshimura:
Detecting Urban Floods with Small and Large Scale Analysis of ALOS-2/PALSAR-2 Data. Remote. Sens. 15(2): 532 (2023) - [c26]Luis Moya, Erick Mas, Shunichi Koshimura:
Flood Inundation Depth Estimation from SAR-Based Flood Extent and DEM. IGARSS 2023: 337-340 - [c25]Bruno Adriano, Hiroyuki Miura, Wen Liu, Masashi Matsuoka, Shunichi Koshimura:
Developing a Framework for Rapid Collapsed Building Mapping Using Satellite Imagery and Deep Learning Models. IGARSS 2023: 1273-1276 - 2022
- [j19]Luis Moya, Erick Mas, Shunichi Koshimura:
Sparse Representation-Based Inundation Depth Estimation Using SAR Data and Digital Elevation Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 9062-9072 (2022) - 2021
- [j18]Genki Okada, Luis Moya, Erick Mas, Shunichi Koshimura:
The Potential Role of News Media to Construct a Machine Learning Based Damage Mapping Framework. Remote. Sens. 13(7): 1401 (2021) - [j17]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): 2220 (2021) - [j16]Luis Moya, Christian Geiß, Masakazu Hashimoto, Erick Mas, Shunichi Koshimura, Günter Strunz:
Disaster Intensity-Based Selection of Training Samples for Remote Sensing Building Damage Classification. IEEE Trans. Geosci. Remote. Sens. 59(10): 8288-8304 (2021) - [c24]Luis Moya, Masakazu Hashimoto, Erick Mas, Shunichi Koshimura:
Automatic Collection of Training Samples for Flooded Areas. IGARSS 2021: 8305-8308 - 2020
- [j15]Bruno Adriano, Naoto Yokoya, Hiroyuki Miura, Masashi Matsuoka, Shunichi Koshimura:
A Semiautomatic Pixel-Object Method for Detecting Landslides Using Multitemporal ALOS-2 Intensity Images. Remote. Sens. 12(3): 561 (2020) - [j14]Yukio Endo, Meghan Halabisky, L. Monika Moskal, Shunichi Koshimura:
Wetland Surface Water Detection from Multipath SAR Images Using Gaussian Process-Based Temporal Interpolation. Remote. Sens. 12(11): 1756 (2020) - [j13]Luis Moya, Erick Mas, Shunichi Koshimura:
Learning from the 2018 Western Japan Heavy Rains to Detect Floods during the 2019 Hagibis Typhoon. Remote. Sens. 12(14): 2244 (2020) - [j12]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): 3808 (2020) - [j11]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): 4055 (2020) - [c23]Bruno Adriano, Junshi Xia, Naoto Yokoya, Hiroyuki Miura, Masashi Matsuoka, Shunichi Koshimura:
Damage Characterization in Urban Environments from Multitemporal Remote Sensing Datasets Built from Previous Events. IGARSS 2020: 3751-3754 - [i1]Bruno Adriano, Naoto Yokoya, Junshi Xia, Hiroyuki Miura, Wen Liu, Masashi Matsuoka, Shunichi Koshimura:
Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping. CoRR abs/2009.06200 (2020)
2010 – 2019
- 2019
- [j10]Bruno Adriano, Junshi Xia, Gerald Baier, Naoto Yokoya, Shunichi Koshimura:
Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia. Remote. Sens. 11(7): 886 (2019) - [j9]Luis Moya, Yukio Endo, Genki Okada, Shunichi Koshimura, Erick Mas:
Drawback in the Change Detection Approach: False Detection during the 2018 Western Japan Floods. Remote. Sens. 11(19): 2320 (2019) - [j8]Pinglan Ge, Hideomi Gokon, Kimiro Meguro, Shunichi Koshimura:
Study on the Intensity and Coherence Information of High-Resolution ALOS-2 SAR Images for Rapid Massive Landslide Mapping at a Pixel Level. Remote. Sens. 11(23): 2808 (2019) - [c22]Akihiro Musa, Takashi Abe, Takumi Kishitani, Takuya Inoue, Masayuki Sato, Kazuhiko Komatsu, Yoichi Murashima, Shunichi Koshimura, Hiroaki Kobayashi:
Performance Evaluation of Tsunami Inundation Simulation on SX-Aurora TSUBASA. ICCS (2) 2019: 363-376 - [c21]Shunichi Koshimura, Takumi Fukuoka:
Remote Sensing Approach for Mapping and Monitoring Tsunami Debris. IGARSS 2019: 4829-4832 - [c20]Christian N. Koyama, Shunichi Koshimura, Motoyuki Sato:
Advanced Polarimetric Stereo-Sar for Tsunami Debris Estimation and Disaster Mitigation. IGARSS 2019: 4837-4840 - [c19]Hideomi Gokon, Shunichi Koshimura, Kimiro Meguro:
Estimating Tsunami Inundation Depth Using Terrasar-X Data. IGARSS 2019: 4845-4848 - [c18]Bruno Adriano, Naoto Yokoya, Junshi Xia, Gerald Baier, Shunichi Koshimura:
Cross-Domain-Classification of Tsunami Damage Via Data Simulation and Residual-Network-Derived Features From Multi-Source Images. IGARSS 2019: 4947-4950 - 2018
- [j7]Satoshi Nakada, Mitsuru Hayashi, Shunichi Koshimura, Ei-ichi Kobayashi:
Port-resolving, tsunami, and tidal simulations to locate "tsunami vortexes" for safe vessel evacuation planning. Int. J. Model. Simul. Sci. Comput. 9(3): 1840007:1-1840007:14 (2018) - [j6]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): 43-47 (2018) - [j5]Luis Moya, Luis Rafael Marval Pérez, Erick Mas, Bruno Adriano, Shunichi Koshimura, Fumio Yamazaki:
Novel Unsupervised Classification of Collapsed Buildings Using Satellite Imagery, Hazard Scenarios and Fragility Functions. Remote. Sens. 10(2): 296 (2018) - [j4]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): 1626 (2018) - [j3]Yukio Endo, Bruno Adriano, Erick Mas, Shunichi Koshimura:
New Insights into Multiclass Damage Classification of Tsunami-Induced Building Damage from SAR Images. Remote. Sens. 10(12): 2059 (2018) - [j2]Akihiro Musa, Osamu Watanabe, Hiroshi Matsuoka, Hiroaki Hokari, Takuya Inoue, Yoichi Murashima, Yusaku Ohta, Ryota Hino, Shunichi Koshimura, Hiroaki Kobayashi:
Real-time tsunami inundation forecast system for tsunami disaster prevention and mitigation. J. Supercomput. 74(7): 3093-3113 (2018) - [c17]Bruno Adriano, Shunichi Koshimura, Sadra Karimzadeh, Masashi Matsuoka, Magaly Koch:
Damage Mapping After the 2017 Puebla Earthquake in Mexico Using High-Resolution Alos2 Palsar2 Data. IGARSS 2018: 870-873 - 2017
- [c16]Hideomi Gokon, Shunichi Koshimura, Kimiro Meguro:
Towards a damage assessment in a tsunami affected area using L-band and X-band SAR data. JURSE 2017: 1-4 - 2015
- [j1]Hideomi Gokon, Joachim Post, Enrico Stein, Sandro Martinis, André Twele, Matthias Mück, Christian Geis, Shunichi Koshimura, Masashi Matsuoka:
A Method for Detecting Buildings Destroyed by the 2011 Tohoku Earthquake and Tsunami Using Multitemporal TerraSAR-X Data. IEEE Geosci. Remote. Sens. Lett. 12(6): 1277-1281 (2015) - [c15]Bruno Adriano, Erick Mas, Shunichi Koshimura, Hideomi Gokon, Wen Liu, Masashi Matsuoka:
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. IGARSS 2015: 3579-3582 - [c14]Ei-ichi Kobayashi, Shota Yoneda, Masako Murayama, Yuuki Taniguchi, Hirotada Hashimoto, Shunichi Koshimura:
Mathematical Modeling for Ship Evacuation from Tsunami Attack. SIMULTECH 2015: 318-325 - 2014
- [c13]Hideomi Gokon, Shunichi Koshimura, Joachim Post, Christian Geis, Enrico Stein, Masashi Matsuoka:
Detecting building damage caused by the 2011 Tohoku earthquake tsunami using TerraSAR-X data. IGARSS 2014: 1851-1854 - [c12]Bruno Adriano, Hideomi Gokon, Erick Mas, Shunichi Koshimura, Wen Liu, Masashi Matsuoka:
Extraction of damaged areas due to the 2013 Haiyan Typhoon using ASTER data. IGARSS 2014: 2154-2157 - [c11]Wen Liu, Masashi Matsuoka, Bruno Adriano, Erick Mas, Shunichi Koshimura:
Damage detection due to the typhoon haiyan from high-resolution SAR images. IGARSS 2014: 4828-4831 - [c10]Erick Mas, Shunichi Koshimura, Fumihiko Imamura, Anawat Suppasri, Abdul Muhari, Bruno Adriano:
Tsunami evacuation simulation - case studies for tsunami mitigation at Indonesia, Thailand and Japan. SIMULTECH 2014: 249-254 - 2012
- [c9]Joachim Post, Shunichi Koshimura, Stephanie Wegscheider, Abdul Muhari, Matthias Mück, Günter Strunz, Hideomi Gokon, Satomi Hayashi, Enrico Stein, Andrius Ramanauskas:
Contribution of earth observation and modelling to disaster response management: Methodological developments and recent examples. IGARSS 2012: 947-949 - [c8]Wen Liu, Fumio Yamazaki, Hideomi Gokon, Shunichi Koshimura:
Extraction of damaged buildings due to the 2011 Tohoku, Japan earthquake tsunami. IGARSS 2012: 4038-4041 - [c7]Hideomi Gokon, Shunichi Koshimura:
Structural vulnerability in the affected area of the 2011 Tohoku earthquake tsunami, inferred from the post-event aerial photos. IGARSS 2012: 6617-6620 - [c6]Shunichi Koshimura, Satomi Hayashi:
Tsunami flow measurement using the video recorded during the 2011 Tohoku tsunami attack. IGARSS 2012: 6693-6696 - 2011
- [c5]Shunichi Koshimura, Shintaro Kayaba, Hideomi Gokon:
Object-based image analysis of post-tsunami high-resolution satellite images for mapping the impact of tsunami disaster. IGARSS 2011: 1993-1996 - [c4]Muzailin Affan, Agussabti, Yozo Goto, Taufik Fuadi Abidin, Shunichi Koshimura:
Development of Tsunami Evacuation Simulation of Banda Aceh City Planning. SEDE 2011: 69-74 - 2010
- [c3]Teruyuki Kato, Yukihiro Terada, Toshihiko Nagai, Shunichi Koshimura:
Tsunami monitoring system using GPS buoy - Present status and outlook -. IGARSS 2010: 3043-3046 - [c2]Masashi Matsuoka, Shunichi Koshimura, Nobuoto Nojima:
Estimation of building damage ratio due to earthquakes and tsunamis using satellite SAR imagery. IGARSS 2010: 3347-3349 - [c1]Shunichi Koshimura, Masashi Matsuoka, Hideomi Gokon, Yuichi Namegaya:
Searching tsunami affected area by integrating numerical modeling and remote sensing. IGARSS 2010: 3905-3908
Coauthor Index
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