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朱 沛賢

自己紹介

      研究テーマ：マイクロ波トモグラフィの三次元化と深層学習融合法の開発
      出身：中国広東・香港
      趣味(特技)：進捗がないが進捗報告を作れる
      ひとこと：木寺研在籍の5年目 研究や日本語の上達はあまり見られないが、料理や睡眠の上達は見られる

    学術論文

      1. Peixian Zhu and Shouhei Kidera,
        "Complex Permittivity Reconstruction using Skin Surface Reflection and Neural Network for Microwave Breast Imaging",
        IEEE Journal of Electromagnetics, RF, and Microwaves in Medicine and Biology , 2023 (in press).
      2. Umita Hirose, Peixian Zhu, and Shouhei Kidera,
        "Deep Learning Enhanced Contrast Source Inversion for Microwave Breast Cancer Imaging Modality",
        IEEE Journal of Electromagnetics, RF, and Microwaves in Medicine and Biology , 2021 (in press).

      国際学会論文(査読有)

        1. Peixian Zhu and Shouhei Kidera,
          "Three-dimensional Convolutional Auto-Encoder Based Quantitative Imaging for Microwave Breast Cancer Diagnosis"
          The 2024 IEEE AP-S Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (IEEE APS/URSI 2024), Florence, Italy, July, 2024.

        2. Peixian Zhu and Shouhei Kidera,
          "Deep Learning Enhanced Contrast Source Inversion for Microwave Breast Cancer Imaging Modality",
          2023 General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS 2023), Sapporo, Japan, Aug., 2023.
        3. P. Zhu and S. Kidera,
          "Experimental Study on Convolutional Auto-Encoder Based Three-Dimensional Quantitative Imaging for Microwave Breast Cancer Diagnosis",
          The 2023 International Symposium on Antennas and Propagation (ISAP),Kuala Lumpur, Malaysia Oct., 2022.

        4. P. Zhu and S. Kidera,
          "Wavenumber Based Convolutional Auto-Encoder for Three-Dimensional Microwave Breast Imaging",
          44th IEEE International Engineering in Medicine and Biology Conference 2022 (IEEE EMBC 2022), Glasgow, United Kingdom, July, 2022.

        5. Peixian Zhu, Hayatomomaru Morimoto, and Shouhei Kidera,
          "Polarimetry Effect in Three-dimensional Contrast Source Inversion for Microwave Breast imaging",
          The 2021 IEEE AP-S Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (IEEE APS/URSI 2021), Singapore, Singapore, Dec., 2021.

        国内学会論文

          1. 朱 沛賢，木寺 正平
            "マイクロ波乳癌診断のための皮膚反射抑圧法と深層学習を統合した複素誘電率再構成法の実験的検証"，
            電子情報通信学会 ソサイエティ大会，B-1-118，名古屋大学，名古屋市，愛知県，Sep. 2023.

          受賞

            1. 2023年 11月 1日 IEEE ISAP 2023, Student Paper Competition, Finalist (Top 6)
              受賞者：Peixian Zhu
              対象論文：
              Peixian Zhu and Shouhei Kidera,
              "Experimental Study on Convolutional Auto-Encoder Based Three-Dimensional Quantitative Imaging for Microwave Breast Cancer Diagnosis"
              The 2023 International Symposium on Antennas and Propagation (ISAP),Kuala Lumpur, Malaysia Oct., 2022.