Fang SHANG

Department of Computer and Network EngineeringAssociate Professor
Cluster II (Emerging Multi-interdisciplinary Engineering)Associate Professor
Researcher Information

Degree

  • 工学博士, 東京大学

Field Of Study

  • Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Measurement engineering, remote sensing

Educational Background

  • 01 Oct. 2011 - 30 Sep. 2014
    THE UNIVERSITY OF TOKYO, Department of Electrical Engineering and Information Systems
  • 01 Sep. 2009 - 31 Aug. 2011
    HARBIN INSTITUTE OF TECHNOLOGY, ELECTRICAL ENGINEERING AND AUTOMATICS, China
  • 01 Sep. 2005 - 31 Aug. 2009
    HARBIN INSTITUTE OF TECHNOLOGY, ELECTRICAL ENGINEERING AND AUTOMATICS, China

Member History

  • Apr. 2025 - Present
    電子情報通信学会通信ソサイエティ英文論文誌（B）編集委員, 電子情報通信学会
  • Apr. 2023 - Present
    Secretary, Technical Committee on Space, Aeronautical and Navigational Electronics, Society
  • Jun. 2022 - Present
    special issue editor, remote sensing
  • Apr. 2022 - Present
    Secretary, IEEE Geoscience and Remote Sensing Society All Japan Joint Chapter, Society
  • Apr. 2022 - Mar. 2023
    Assistant Secretary, Technical Committee on Space, Aeronautical and Navigational Electronics, Society
Research Activity Information

Award

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

Paper

  • Ratio-of-collapse evaluation after 2016 Kumamoto earthquakes using ALOS2-PALSAR2 fully polarimetric synthetic aperture radar data
    Momoko Sumida; Koki Oketani; Fang Shang
    Lead, IEICE Transactions on Communications, Institute of Electrical and Electronics Engineers (IEEE), 1-11, Feb. 2026, Peer-reviwed
    Scientific journal
    URL
    DOI URL
  • Ship Detection by Combining DoP Fluctuation and Averaged Intensity Information of PolSAR Data
    Koki Oketani; Fang Shang; Naoto Kishi
    IEEE Geoscience and Remote Sensing Letters, Institute of Electrical and Electronics Engineers (IEEE), 23, 1-5, Dec. 2025, Peer-reviwed
    Scientific journal
    URL
    DOI URL
  • DoP変動と強度情報を併用したPolSARデータに基づく船舶検出法
    桶谷光希; 尚方; 來住直人
    Corresponding, 電子情報通信学会技術研究報告, Mar. 2025
  • Quaternion Neural Networks: A physics-incorporated intelligence framework [Hypercomplex Signal and Image Processing]
    Akira Hirose; Fang Shang; Yuta Otsuka; Ryo Natsuaki; Yuya Matsumoto; Naoto Usami; Yicheng Song; Haotian Chen
    IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers (IEEE), 41, 3, 88-100, May 2024
    Scientific journal
    URL
    DOI URL
  • Built-Up Area Detection based on Degree of Polarization Analysis in Frequency Domain Using Fully PolSAR Data
    Fang Shang
    IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers (IEEE), 1-1, May 2023, Peer-reviwed
    Scientific journal, English
    URL
    DOI URL
    共同研究・競争的資金等URL
  • Frequency-Domain Analysis of DoP Information for Urban Area Interpretation Using Fully Polarimetric SAR Data
    F. Shang
    4431-4434, Jul. 2022, Peer-reviwed
    International conference proceedings, English
  • Averaged Stokes Vector Features Based Man-Made Targets Analysis Using PolSAR Data
    F. Shang; N. Fujiwara; N. Kishi
    2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 331-334, 2021, Peer-reviwed
    International conference proceedings, English
  • Coniferous and Broad-Leaved Forest Distinguishing Using L-Band Polarimetric SAR Data
    F.Shang; T.Saito; S.Ohi; N.Kishi
    IEEE Transactions on Geoscience and Remote Sensing, 59, 9, 7487-7499, 2021, Peer-reviwed
    Scientific journal, English
  • Discussion on Building Orientation Estimation Using Polarimaetric Synthetic Aperture Radar Data
    F. Shang
    2020 IEEE International Geoscience and Remote Sensing Symposium (IGARSS2020), 184-187, 2020, Peer-reviwed
    International conference proceedings, English
  • Discussion on the Rotation Transformation in Fully Polarimetric Synthetic Aperture Radar Data Interpretation
    F.Shang
    IEEE Int’l Geoscience and Remote Sensing Symposium, 911-914, 2019, Peer-reviwed
    International conference proceedings, English
  • Stokes-Vector-Based Discriminator for Distinguishing Coniferous and Broad-Leaved Forests with L Band Polsar Data
    T Saito; F Shang, N Kishi
    IEEE Int’l Geoscience and Remote Sensing Symposium, 3285-3288, 2019, Peer-reviwed
    International conference proceedings, English
  • Degree of Polarization Based Homogeneity Parameter for Man-Made Target Detection
    F.Shang; A.Hirose
    International Symposium on Antennas and Propagation (ISAP), 1-3, 2019, Peer-reviwed
    International conference proceedings, English
  • Degree of Polarization based Homogeneity Parameter for Man-Made Target Detection
    F. Shang
    2019 International Symposium on Antennas and Propagation (ISAP2019), 1-3, 2019, Peer-reviwed
    International conference proceedings, English
  • Degree of Polarization Based Data Filter for Fully Polarimetric Synthetic Aperture Radar
    F.Shang; N.Kishi; A.Hirose
    IEEE Transactions on Geoscience and Remote Sensing, 57, 6, 3767-3777, 2019, Peer-reviwed
    Scientific journal, English
  • Data Arrangement with Rotation Transformation for Fully Polarimetric Synthetic Aperture Radar
    F.Shang; X. Huang; H. Liu; A. Hirose
    IEEE Geoscience and Remote Sensing Letters, IEEE, 17, 3, 436-440, 2019, Peer-reviwed
    Scientific journal, English
  • Isotropization of quaternion-neural-network-based PolSAR adaptive land classification in Poincare-sphere parameter space
    K.Kinugawa; F.Shang; N.Usami; A.Hirose
    Geoscience and Remote Sensing Letters, IEEE, 15, 8, 1234-1238, 2018, Peer-reviwed
    Scientific journal, English
  • Automatic-zooming-Type Window Size optimization for PolSAR Data Interpretation
    M.Sugita; N.Kishi; F.Shang
    IEEE Int’l Geoscience and Remote Sensing Symposium, to be presented, 4615-4618, 2018, Peer-reviwed
    International conference proceedings, English
  • Super-Resolution Time of Arrival Estimation Using Random Resampling in Compressed Sensing
    Masanari Noto; Fang Shang; Shouhei Kidera; Tetsuo Kirimoto
    IEICE Trans. Commun., IEICE, E101-B, 2018, Peer-reviwed
    Scientific journal, English
  • Use of coordinate rotation angle for improving man-made target detection performance
    Fang Shang; Akira Hirose
    2017 International Symposium on Antennas and Propagation, ISAP 2017, Institute of Electrical and Electronics Engineers Inc., 2017-, 1-2, 19 Dec. 2017, Peer-reviwed
    International conference proceedings, English
    DOI URL
  • Accurate 3-Dimensional Imaging Method by Multi-Static RPM with Range Point Clustering for Short Range UWB Radar
    Yuta Sasaki; Fang Shang; Shouhei Kidera; Tetsuo Kirimoto
    IEICE TRANSACTIONS ON COMMUNICATIONS, E100B, 8, 1498-1506, Aug. 2017, Peer-reviwed
    Scientific journal, English
    DOI URL
  • Adaptive land classification and new class generation by unsupervised double-stage learning in Poincare sphere space for polarimetric synthetic aperture radars
    Yuto Takizawa; Fang Shang; Akira Hirose
    NEUROCOMPUTING, 248, C, 3-10, Jul. 2017, Peer-reviwed
    Scientific journal, English
    DOI URL
  • Noise-robust Compressed Sensing Method for Super-resolution TOA Estimation
    Masanari Noto; Akira Moro; Fang Shang; Shouhei Kidera; Tetsuo Kirimoto
    IEICE Communication Express, x, x, x-x, Mar. 2017, Peer-reviwed
    Scientific journal, Japanese
  • Three-Dimensional Imaging Method Incorporating Range Points Migration and Doppler Velocity Estimation for UWB Millimeter-Wave Radar
    Yuta Sasaki; Fang Shang; Shouhei Kidera; Tetsuo Kirimoto; Kenshi Saho; Toru Sato
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 14, 1, 122-126, Jan. 2017, Peer-reviwed
    Scientific journal, English
    DOI URL
  • Combination Use of Multiple Window Size for Stokes Vector Based PolSAR Data Interpretation
    F.Shang; A. Hirose
    IEEE Int’l Geoscience and Remote Sensing Symposium, 3913-3916, 2017, Peer-reviwed
    International conference proceedings, English
  • Accuracy Enhanced RPM Method Using Doppler Based Range Points Clustering for 140GHz Band UWB Radar
    Shouhei Kidera; Yuta Sasaki; Shang Fang; Tetsuo Kirimoto; Kenshi Saho; Toru Sato
    2016 INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION (ISAP), 628-629, 2016, Peer-reviwed
    International conference proceedings, English
  • Height Estimation Based Image Compensation Method for Layover Distorted CSAR Image
    Taichi Nakamura; Fang Shang; Shohei Kidera; Tetsuo Kirimoto
    2016 INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION (ISAP), 324-325, 2016, Peer-reviwed
    International conference proceedings, English
  • Noise Robust Time of Arrival Estimation Method Using Hierarchical Bayesian Based Compressed Sensing Algorithm
    Akira Moro; Fang Shang; Shouhei Kidera; Tetsuo Kirimoto
    2016 INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION (ISAP), 862-863, 2016, Peer-reviwed
    International conference proceedings, English
  • Three-dimensional Imaging Method Incorporating Range Points Parametric Wind Velocity Vector Estimation Method for Single Doppler LIDAR Model
    Takayuki Masuo; Fang Shang; Shouhei Kidera; Tetsuo Kirimoto; Hiroshi SAKAMAKI; Nobuhiro SUZUKI
    IEICE Trans. Commun., E100-B, 3, 465-472, 2016, Peer-reviwed
    Scientific journal, English
  • PROPOSAL OF ADAPTIVE LAND CLASSIFICATION USING QUATERNION NEURAL NETWORK WITH ISOTROPIC ACTIVATION FUNCTION
    Kazutaka Kinugawa; Fang Shang; Naoto Usami; Akira Hirose
    2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 7557-7560, 2016, Peer-reviwed
    International conference proceedings, English
    DOI URL
  • Multiple Arcs Based Image Fixtrapolation Method for Millimeter Wave UWB Radar
    Fang Shang; Shouhei Kidera; Tetsuo Kirimoto
    2016 IEEE INTERNATIONAL CONFERENCE ON UBIQUITOUS WIRELESS BROADBAND (ICUWB2016), 1, 2016, Peer-reviwed
    International conference proceedings, English
  • "Parametric Wind Velocity Vector Estimation Method for Single Doppler LIDAR Model",
    Takayuki Masuo; Fang Shang; Shouhei Kidera; Tetsuo Kirimoto; Hiroshi Sakamaki; Nobuhiro Suzuki
    International Conference on Space, Aeronautical and Navigation Electronics (ICSANE) 2015, x, x, x-x, 22 Nov. 2015, Peer-reviwed
    International conference proceedings, English
  • "Accurate 3-dimensional Imaging Method by Iterative Multi-static RPM with Range Points Clustering for 140 GHz UWB Radar ",
    Yuta Sasaki; Fang Shang; Shouhei Kidera; Tetsuo Kirimoto
    International Conference on Space, Aeronautical and Navigation Electronics (ICSANE) 2015, x, x, x-x, 22 Nov. 2015, Peer-reviwed
    International conference proceedings, English
  • Averaged Stokes Vector Based Polarimetric SAR Data Interpretation
    Fang Shang; Akira Hirose
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 53, 8, 4536-4547, Aug. 2015, Peer-reviwed
    Scientific journal, English
    DOI URL
  • EFFECT OF COORDINATE ROTATION ON STOKES VECTOR BASED POLARIMETRIC SAR DATA INTERPRETATION
    F. Shang; A. Hirose
    2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 3814-3817, 2015, Peer-reviwed
    International conference proceedings, English
  • Ellipsoid Fitting based Imaging Extrapolation Algorithm for 140 GHz-bad Multistatic Radar
    F. Shang; S. Kidera; T. Kirimoto
    International Conference on Space, Aeronautical and Navigation Electronics, 55-60, 2015, Peer-reviwed
    International conference proceedings, English
  • Unsupervised Land Classification by Self-organizing Map Utilizing the Ensemble Variance Information in Satellite-Borne Polarimetric Synthetic Aperture Radar
    Yuto Takizawa; Fang Shang; Akira Hirose
    NEURAL INFORMATION PROCESSING, PT I, 9489, 244-252, 2015, Peer-reviwed
    International conference proceedings, English
    DOI URL
  • Quaternion Neural-Network-Based PolSAR Land Classification in Poincare-Sphere-Parameter Space
    Fang Shang; Akira Hirose
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 52, 9, 5693-5703, Sep. 2014, Peer-reviwed
    Scientific journal, English
    DOI URL
  • CONSIDERATIONS ON C/T MATRIX-BASED POLSAR LAND CLASSIFICATION AND EXPLORATIONS ON STOKES VECTOR-BASED METHOD
    Fang Shang; Akira Hirose
    2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 4576-4579, 2014, Peer-reviwed
    International conference proceedings, English
    DOI URL
  • Polarimetric-basis transformation for land classification in PolInSAR
    Fang Shang; A. Hirose
    ELECTRONICS LETTERS, 49, 1, 69-70, Jan. 2013, Peer-reviwed
    Scientific journal, English
    DOI URL
  • PolSAR Land Classification by Using Quaternion-Valued Neural Networks
    F. Shang; A. Hirose
    Asia-Pacific Conference on Synthetic Aperture Radar, 593-596, 2013, Peer-reviwed
    International conference proceedings, English
  • USE OF POINCARE SPHERE PARAMETERS FOR FAST SUPERVISED POLSAR LAND CLASSIFICATION
    Fang Shang; Akira Hirose
    2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 3175-3178, 2013, Peer-reviwed
    International conference proceedings, English
    DOI URL
  • Classification Features in Phase Components of Mechanism Vectors in PolInSAR Optimization
    F. Shang; A. Hirose
    Int’l Symposium on Antennas and Propagation, 114-117, 2012, Peer-reviwed
    International conference proceedings, English

MISC

  • 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
    岡庭康浩; 尚方; 來住直人
    2023, 電子情報通信学会技術研究報告(Web), 122, 346(SANE2022 88-98), 2432-6380, 202302234435626865
  • 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
    藤原夏姫; 尚方; 來住直人
    2020, 電子情報通信学会技術研究報告(Web), 120, 6(SANE2020 1-8), 2432-6380, 202002263380367536
  • NASA Hyperwall and Remote Sensing Outreach in Japan [Education]
    L. Hayden, C. Yonezawa, F. Shang
    2020, IEEE Geoscience and Remote Sensing Magazine, 8, 2, 142-143, English, Peer-reviwed, Introduction scientific journal, False
  • IGARSS 2019 in Yokohama, Japan: Events and New Directions [Conference Reports]
    Akira Hirose; Ryo Natsuaki; Takuya Sakamoto; Motoyuki Sato; Ryoichi Sato; Fang Shang; Josaphat T.S. Sumantyo; Junichi Susaki; Kei Suwa; Takeo Tadono; Kazunori Takahashi; Motofumi Arii; Kuniaki Uto; Manabu Watanabe; Hiroyoshi Yamada; Aya Yamamoto; Naoto Yokoya; Chinatsu Yonezawa; Irena Hajnsek; Akira Iwasaki; Shouhei Kidera; Tsunekazu Kimura; Hiroaki Kuze; Shoichiro Kojima; Yu Okada
    Institute of Electrical and Electronics Engineers (IEEE), Dec. 2019, IEEE Geoscience and Remote Sensing Magazine, 7, 4, 37-48, Peer-reviwed, Introduction scientific journal, 2473-2397, 2168-6831
    URL
    DOI URL

Lectures, oral presentations, etc.

  • 合成開口レーダデータ解析および応用例
    尚方
    Public discourse, 第45回ICTワークショップ, Invited
    23 Apr. 2026
    共同研究・競争的資金等URL
  • Quaternion Neural Networkds and Engineering Applications
    Fang Shang
    Keynote oral presentation, 2026 - 18th International Conference on Knowledge and Smart Technology, Invited
    22 Jan. 2026
    共同研究・競争的資金等URL
  • Ship Detection by Combined using DoP Fluctuation and Averaged Intensity Information of Polarimetric SAR Data
    Fang Shang
    Invited oral presentation, 2025 IEEE International Geoscience and Remote Sensing Symposium, Invited, Peer-reviewed
    05 Aug. 2025
    03 Aug. 2025- 08 Aug. 2025
    共同研究・競争的資金等URL
  • 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
    住田桃子; 尚方; 來住直人
    Oral presentation, 宇宙・航行エレクトロニクス研究会（SANE）
    Mar. 2023
  • 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
    岡庭康浩; 尚方; 來住直人
    宇宙・航行エレクトロニクス研究会（SANE）
    Jan. 2023
    共同研究・競争的資金等URL
  • 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
    渡邊有祈; 尚方; 來住直人
    宇宙・航行エレクトロニクス研究会（SANE）
    Jan. 2021
  • 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
    長峰怜央; 尚方; 來住直人
    宇宙・航行エレクトロニクス研究会（SANE）
    Jan. 2021
  • 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
    Oral presentation, Japanese, 宇宙・航行エレクトロニクス研究会（SANE）, Domestic conference
    22 Apr. 2020

Courses

  • 情報データ解析論
    Apr. 2026 - Present
  • 確率統計
    Oct. 2021 - Present
    The University of Electro-Communications
  • K課程アナログ回路実験
    Apr. 2022 - Apr. 2023
    The University of Electro-Communications
  • K課程アナログ回路実験
    電気通信大学
  • 確率統計
    電気通信大学
  • 情報・通信工学基礎(卒業研究紹介)
    The University of Electro-Communications
  • 情報・通信工学基礎(卒業研究紹介)
    電気通信大学
  • 基礎科学実験
    電気通信大学
  • マイクロ波導波管実験
    The University of Electro-Communications
  • マイクロ波導波管実験
    電気通信大学
  • 基礎科学実験
    The University of Electro-Communications
  • K課程専門基礎実験A・B
    The University of Electro-Communications
  • K課程専門基礎実験A・B
    電気通信大学
  • 基礎実験A
    The University of Electro-Communications
  • 基礎実験A
    電気通信大学
  • K課程専門基礎実験A・B「アナログ回路実験」
    The University of Electro-Communications
  • K課程専門基礎実験A・B「アナログ回路実験」
    電気通信大学

Affiliated academic society

  • IEICE
  • IEEE

Research Themes

  • ASV特徴量に基づく合成開口レーダデータ解析法の多観測モード展開と応用
    尚 方
    日本学術振興会, 科学研究費助成事業, 電気通信大学, 基盤研究(B), Principal investigator, 25K01238
    Apr. 2025 - Mar. 2030
  • ストークスベクトルに基づく全偏波解析法の二・コンパクト偏波 モード拡張
    宇宙航空研究開発機構, 宇宙航空研究開発機構, 第4回地球観測研究公募, Principal investigator
    Apr. 2025 - Apr. 2028

Academic Contribution Activities

  • PhotonIcs and Electromagnetics Research Symposium 2025
    Planning etc, Apr. 2024 - Present
  • The 9th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR 2025)
    Academic society etc, Planning etc, 01 Apr. 2024 - Present
  • International Geoscience and Remote Sensing Symposium 2023
    Academic society etc, Panel chair etc