Hayakawa Ryo

ハヤカワリョウ | Hayakawa Ryo

Affiliation and department：
Job title： Associate Professor
Homepage URL (2)： https://rhayakawa.github.io/ , https://rhayakawa.github.io/index-e.html

Research keywords (4)：信号処理 , 数理最適化 , 画像処理 , 無線通信

Research theme for competitive and other funds (6)：

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Papers (26)：

早川諒. 非凸最適化に基づくスパースモデリング. 計測と制御. 2023. 62. 12. 757-762
Soma Furusawa, Kazunori Hayashi, Kaito Kameda, Ryo Hayakawa. Numerical Performance Evaluation of $\ell_1$-$\ell_2$ Sparse Reconstruction Using Optical Analog Circuit. 2023 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). 2023
Ryo Hayakawa. Noise Variance Estimation Using Asymptotic Residual in Compressed Sensing. APSIPA Transactions on Signal and Information Processing. 2023. 12. 1
Kaito Kameda, Ryo Hayakawa, Kazunori Hayashi, Youji Iiguni. Performance evaluation of FISTA with constant inertial parameter. 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). 2022
Ryo Hayakawa. Asymptotic Performance Prediction for ADMM-Based Compressed Sensing. IEEE Transactions on Signal Processing. 2022. 70. 5194-5207

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Lectures and oral presentations (53)：

CNNを用いた画質評価指標の妥当性の評価
(第10回音声・音響・信号処理ワークショップ(SPEASIP) 2024)
深層展開を用いた光アナログ回路による$\ell_1-\ell_2$スパース再構成,
(第46回情報理論とその応用シンポジウム 2023)
主双対近接分離法に基づく深層平衡モデルによる画像復元
(第38回信号処理シンポジウム 2023)
深度を活用した四元数領域カラー画像補完に関する検討
(第38回信号処理シンポジウム 2023)
圧縮センシングアルゴリズムの構造学習
(第38回信号処理シンポジウム 2023)

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Education (3)：

2017 - 2020 Kyoto University Graduate School of Informatics Department of Systems Science
2015 - 2017 Kyoto University Graduate School of Informatics Department of Systems Science
2011 - 2015 Kyoto University Faculty of Engineering School of Informatics and Mathematical Science

Professional career (1)：

Work history (2)：

2023/10 - 現在 Tokyo University of Agriculture and Technology Institute of Engineering Associate Professor
2020/04 - 2023/09 Osaka University Graduate School of Engineering Science Assistant Professor

Committee career (6)：

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Awards (8)：

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Association Membership(s) (3)：

システム制御情報学会 , IEEE , 電子情報通信学会

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