学位

• 工学博士(東京大学)

経歴

学歴

受賞

• 最優秀学生論文賞(国際会議), the Asia-Pacific Conference on Synthetic Aperture Radar (APSAR) 2013

その他

論文

• Quaternion Neural Networks: A physics-incorporated intelligence framework [Hypercomplex Signal and Image Processing] [DOI] [Othres link]
• Built-Up Area Detection based on Degree of Polarization Analysis in Frequency Domain Using Fully PolSAR Data [DOI] [Othres link] [ResearchMap]
• Frequency-Domain Analysis of DoP Information for Urban Area Interpretation Using Fully Polarimetric SAR Data
• Averaged Stokes Vector Features Based Man-Made Targets Analysis Using PolSAR Data
• Coniferous and Broad-Leaved Forest Distinguishing Using L-Band Polarimetric SAR Data
• Discussion on Building Orientation Estimation Using Polarimaetric Synthetic Aperture Radar Data
• Discussion on the Rotation Transformation in Fully Polarimetric Synthetic Aperture Radar Data Interpretation
• Stokes-Vector-Based Discriminator for Distinguishing Coniferous and Broad-Leaved Forests with L Band Polsar Data
• Degree of Polarization Based Homogeneity Parameter for Man-Made Target Detection
• Degree of Polarization based Homogeneity Parameter for Man-Made Target Detection
• Degree of Polarization Based Data Filter for Fully Polarimetric Synthetic Aperture Radar
• Data Arrangement with Rotation Transformation for Fully Polarimetric Synthetic Aperture Radar
• Isotropization of quaternion-neural-network-based PolSAR adaptive land classification in Poincare-sphere parameter space
• Automatic-zooming-Type Window Size optimization for PolSAR Data Interpretation
• Super-Resolution Time of Arrival Estimation Using Random Resampling in Compressed Sensing
• Use of coordinate rotation angle for improving man-made target detection performance [DOI]
• Accurate 3-Dimensional Imaging Method by Multi-Static RPM with Range Point Clustering for Short Range UWB Radar [DOI] [Web of Scientce]
• Adaptive land classification and new class generation by unsupervised double-stage learning in Poincare sphere space for polarimetric synthetic aperture radars [DOI] [Web of Scientce]
• Noise-robust Compressed Sensing Method for Super-resolution TOA Estimation
• Three-Dimensional Imaging Method Incorporating Range Points Migration and Doppler Velocity Estimation for UWB Millimeter-Wave Radar [DOI] [Web of Scientce]
• Combination Use of Multiple Window Size for Stokes Vector Based PolSAR Data Interpretation
• Accuracy Enhanced RPM Method Using Doppler Based Range Points Clustering for 140GHz Band UWB Radar [Web of Scientce]
• Height Estimation Based Image Compensation Method for Layover Distorted CSAR Image [Web of Scientce]
• Noise Robust Time of Arrival Estimation Method Using Hierarchical Bayesian Based Compressed Sensing Algorithm [Web of Scientce]
• Three-dimensional Imaging Method Incorporating Range Points Parametric Wind Velocity Vector Estimation Method for Single Doppler LIDAR Model
• PROPOSAL OF ADAPTIVE LAND CLASSIFICATION USING QUATERNION NEURAL NETWORK WITH ISOTROPIC ACTIVATION FUNCTION [DOI] [Web of Scientce]
• Multiple Arcs Based Image Fixtrapolation Method for Millimeter Wave UWB Radar [Web of Scientce]
• "Parametric Wind Velocity Vector Estimation Method for Single Doppler LIDAR Model",
• "Accurate 3-dimensional Imaging Method by Iterative Multi-static RPM with Range Points Clustering for 140 GHz UWB Radar ",
• Averaged Stokes Vector Based Polarimetric SAR Data Interpretation [DOI] [Web of Scientce]
• EFFECT OF COORDINATE ROTATION ON STOKES VECTOR BASED POLARIMETRIC SAR DATA INTERPRETATION [Web of Scientce]
• Ellipsoid Fitting based Imaging Extrapolation Algorithm for 140 GHz-bad Multistatic Radar
• Unsupervised Land Classification by Self-organizing Map Utilizing the Ensemble Variance Information in Satellite-Borne Polarimetric Synthetic Aperture Radar [DOI] [Web of Scientce]
• Quaternion Neural-Network-Based PolSAR Land Classification in Poincare-Sphere-Parameter Space [DOI] [Web of Scientce]
• CONSIDERATIONS ON C/T MATRIX-BASED POLSAR LAND CLASSIFICATION AND EXPLORATIONS ON STOKES VECTOR-BASED METHOD [DOI] [Web of Scientce]
• Polarimetric-basis transformation for land classification in PolInSAR [DOI] [Web of Scientce]
• PolSAR Land Classification by Using Quaternion-Valued Neural Networks
• USE OF POINCARE SPHERE PARAMETERS FOR FAST SUPERVISED POLSAR LAND CLASSIFICATION [DOI] [Web of Scientce]
• Classification Features in Phase Components of Mechanism Vectors in PolInSAR Optimization

その他業績

• NASA Hyperwall and Remote Sensing Outreach in Japan [Education]
• IGARSS 2019 in Yokohama, Japan: Events and New Directions [Conference Reports] [DOI] [Othres link]

講演・口頭発表等

• 全偏波合成開口レーダ7成分分解法を用いた地震被害区域の識別
• 合成開口レーダデータを用いた機械学習による建物の向き・角度の判別 [ResearchMap]
• Lバンド合成開口レーダーによる森林観測における土地斜度影響の校正
• 偏波合成開口レーダによる分散特徴を用いた建造物方位角の推定
• 四元数ニューラルネットワークによる高層建造物区域と低層建造物区域の分類

書籍等出版物

作品等

共同研究・競争的資金等の研究課題

メディア報道

産業財産権

所属学協会

• 電子情報通信学会
• IEEE

委員歴

担当経験のある科目

• K課程アナログ回路実験
• 確率統計
• K課程アナログ回路実験
• 確率統計
• 情報・通信工学基礎(卒業研究紹介)
• 情報・通信工学基礎(卒業研究紹介)
• 基礎科学実験
• マイクロ波導波管実験
• マイクロ波導波管実験
• 基礎科学実験
• K課程専門基礎実験A・B
• K課程専門基礎実験A・B
• 基礎実験A
• 基礎実験A
• K課程専門基礎実験A・B「アナログ回路実験」
• K課程専門基礎実験A・B「アナログ回路実験」

社会貢献活動

学術貢献活動

• International Geoscience and Remote Sensing Symposium 2023