Research theme for competitive and other funds (9):
2023 - 2028 Framework construction and engineering development of polarimetric-interferometric synthetic aperture radar based on phasor-quaternion neural networks
2022 - 2025 Development of inclusive educational program on environmental/disaster remote sensing for non-professionals
2020 - 2023 End-to-End Adaptive Signal Processing for Multiplexed Synthetic Aperture Radar
2018 - 2023 Construction of the engineering framework of phasor quaternion neural networks in adaptive electromagnetic-wave information processing
2015 - 2017 Development of the regional-scale assessment system of carbon dynamics in Bornean peat ecosystems
2014 - 2017 衛星観測を活用した河川堤防モニタリングの効率化
2014 - 2017 衛星及びソナーを利用した港湾施設のモニタリングシステムの構築の研究開発
2014 - 2017 リアルタイム被害推定・災害情報収集・分析・利活用システム開発
2012 - 2013 合成開口レーダー(SAR)干渉画像の高精度化
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Papers (117):
Akira Hirose, Fang Shang, Yuta Otsuka, Ryo Natsuaki, Yuya Matsumoto, Naoto Usami, Yicheng Song, Haotian Chen. Quaternion Neural Networks: A physics-incorporated intelligence framework [Hypercomplex Signal and Image Processing]. IEEE Signal Processing Magazine. 2024. 41. 3. 88-100
Yuta Otsuka, Ryo Natsuaki, Akira Hirose. Biquaternion Fourier Domain Filter for InSAR Noise Suppression by Enhancing Polarimetric-Interferometric Fringe Patterns. IEEE Transactions on Geoscience and Remote Sensing. 2024
Gen Sugimoto, Akira Hirose, Ryo Natsuaki. Urban Flood Detection using SAR Interferometric Coherence of Multidirectional Observations. Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR 2024. 2024. 409-414
Gunjan Joshi, Celia A. Baumhoer, Andreas J. Dietz, Ryo Natsuaki, Akira Hirose. Estimating Snow Line Altitude by Optical and SAR Data Fusion: Inverse-mapping Explainable Neural Network-Based Approach - Case Study of the Great Aletsch Glacier. Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR. 2024. 399-404
Raiki Kudo, Akira Hirose, Ryo Natsuaki. Removal of Synthetic Aperture Radar Range Ambiguity by Observing Adjacent Regions. IEEE Geoscience and Remote Sensing Letters. 2024. 21
ZHU Yanqi, 代田悠一郎, 濱田雅, 夏秋嶺, 廣瀬明, 廣瀬明. A Proposal of Short-Time Principal Component Analysis and Echo State Accumulation Method in Frequency Domain for Clustering of Parkinson’s Tremor. 電子情報通信学会技術研究報告(Web). 2024. 123. 417(MBE2023 68-79)
東里奈, 夏秋嶺, 廣瀬明, 廣瀬明. Numerical analysis based on wrist anatomy for millimeter-wave non-invasive glucose monitoring. 電子情報通信学会技術研究報告(Web). 2024. 123. 417(MBE2023 68-79)
和久井優斗, 加藤准也, 夏秋嶺, 廣瀬明. Time-series Forecasting Coding: Proposal of A New Processing Method Developed from Predictive Coding for Recurrent Neural Networks. 電子情報通信学会技術研究報告(Web). 2024. 123. 418(NC2023 43-59)
橋本悠, 廣瀬明, 夏秋嶺. PolSAR RFI detection using degree of polarization. 電子情報通信学会技術研究報告(Web). 2024. 124. 56(SANE2024 1-16)
河合希俊, 小西文昂, 夏秋嶺, 廣瀬明. Spatiotemporal Prediction and Anomaly Detection in Polarimetric Synthetic Aperture Radar Using Quaternion Reservoir Computing. 電子情報通信学会技術研究報告(Web). 2024. 123. 418(NC2023 43-59)
2011 - 2014 The University of Tokyo Graduate School of Engineering Department of Electrical Engineering and Information Systems
Professional career (1):
博士(工学) (東京大学)
Work history (5):
2021/01 - 現在 The University of Tokyo The Graduate School of Engineering Department of Electrical Engineering and Information Systems Associate Professor
2019/10 - 現在 AIST
2017/04 - 2020/12 The University of Tokyo School of Engineering Lecturer
2018/04 - 2020/03 German Aerospace Center (DLR) Microwaves and Radar Institute Guest Scientist
2014/04/01 - 2017/03/31 Japan Aerospace Exploration Agency Space Technology Directorate I, Earth Observation Research Center Aerospace Poject Research Associate
Committee career (16):
2024/06 - 現在 電子情報通信学会 電磁界理論研究会専門委員
2023/01 - 現在 IEEE GRSS GRSS School Committee Chair
2022/06 - 現在 電子情報通信学会 宇宙・航行エレクトロニクス研究会専門委員
2021/07 - 現在 IEEE Standards Association P4006 - RFI in Remote Sensing Working Group Vice Chair
2020/06 - 現在 IEICE Secretary of APSAR Japan Committee
2019/03 - 現在 IEEE Geoscience and Remote Sensing Society TGRS Associate Editor
2024/04 - 2026/03 IEEJ EMT-TC Associate Secretary
2023/10 - 2025/10 APSAR 2025 実行委員会 幹事長
2022/06 - 2024/05 IEICE Associate Secretary of Technical Committee on Electromagnetic Theory
2014/01 - 2017/12 IEEE Geoscience and Remote Sensing Society All Japan Chapter Secretary
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Awards (9):
2023/09 - Best Paper Award, IEEE International Conference on Emerging Technology in Computational Intelligence (ICETCI) 2023
2022/09 - IEICE Distinguished Service Award
2020/02 - MDPI Remote Sensing Outstanding Reviewer Award 2019
2019/11 - Asia-Pacific Conference on Synthetic Aperture Radar (APSAR) 2019 Excellent Paper Award 2nd Prize Experimental analysis on spatial resolution and convergence of Poincare parameter versus window-size for ALOS-2 and Pi-SAR-L2 observation
2019/08 - IEEE GRSS IEEE TGRS Best Reviewers in 2018
2019/01 - MDPI Sensors Outstanding Reviewer Award 2018
2014/03 - The Society of Instrument and Control Engineerings Young scientist award 山岳領域における局所的な位置合わせ手法を用いたSAR干渉画像の精度向上
2013/10 - IEICE / IEEE, APSAR Student Paper Award Performance Improvement of InSAR Local Co-registration Method with Multiresolution Interferogram
2010/05 - IEICE Technical Committee on Electromagnetic Theory, Young scientist award
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Association Membership(s) (6):
IEEJ
, 日本リモートセンシング学会
, 日本写真測量学会
, American Geophysical Union
, THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS
, IEEE Geoscience and Remote Sensing Society