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Affiliation
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Faculty of Science and Technology, Department of Applied Physics and Physico-Informatics (Yagami)
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Position
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Assistant Professor/Senior Assistant Professor
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Related Websites
KEIO RESEARCHERS INFORMATION SYSTEM |
Details of a Researcher
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KITAHARA Daichi
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My research interests include theories and methods in optimization, signal processing and data science, and their applications including deep learning. Our goal on the theoretical aspect is to “create innovative algorithms that can solve inverse problems in various fields” mainly via convex optimization techniques. On the application aspect, we aim to “apply cutting-edge mathematics to real-world data and introduce it into operational systems,” e.g., in the weather radar field.
Japan Society for the Promotion of Science (JSPS), Research Fellowship for Young Scientists (DC1)
Ritsumeikan University, College of Information Science and Engineering, Audio and Visual Media Technology Course, Assistant Professor
Osaka University, Graduate School of Engineering, Division of Electrical, Electronic and Infocommunications Engineering, Specially Appointed Researcher
Institute of Physical and Chemical Research (RIKEN), RIKEN Center for Computational Science (R-CCS), Data Assimilation Research Team, Visiting Researcher
Keio University, Faculty of Science and Technology, Department of Applied Physics and Physico-Informatics, Senior Assistant Professor
Tokyo Institute of Technology, School of Engineering, Department of Computer Science
University, Graduated
Tokyo Institute of Technology, Graduate School of Science and Engineering, Department of Communications and Integrated Systems
Graduate School, Completed, Master's course
Tokyo Institute of Technology, Graduate School of Science and Engineering, Department of Communications and Computer Engineering
Graduate School, Completed, Doctoral course
Bachelor (Engineering), Tokyo Institute of Technology, Coursework, 2012.03
Master (Engineering), Tokyo Institute of Technology, Coursework, 2014.03
Ph.D. (Engineering), Tokyo Institute of Technology, Coursework, 2017.03
Natural Science / Applied mathematics and statistics
Informatics / Mathematical informatics
Informatics / Soft computing
Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Measurement engineering
Optimization
Signal Processing
Deep Learning
Weather Radar
Y. Wada, Y. Takata, H. Kikuchi, D. Kitahara, E. Yoshikawa, S. Shimamura, T. Ushio
IEEE Transactions on Geoscience and Remote Sensing 62 1 - 14 2024.02
Research paper (scientific journal), Joint Work, Accepted, ISSN 0196-2892
H. Kuroda, D. Kitahara, E. Yoshikawa, H. Kikuchi, T. Ushio
IEEE Access 11 128859 - 128874 2023.11
Research paper (scientific journal), Joint Work, Accepted, ISSN 2169-3536
Ideas for radar data denoising and fusion based on image processing techniques
D. Kitahara, Y. Wada, T. Mega, E. Yoshikawa, H. Kikuchi, T. Ushio
Proceedings of the 35th General Assembly and Scientific Symposium of the International Union of Radio Science 1 - 4 2023.08
Research paper (international conference proceedings), Joint Work, Lead author, Corresponding author, ISSN 2640-7027
H. Kuroda, D. Kitahara, E. Yoshikawa, H. Kikuchi, T. Ushio
Proceedings of the 48th IEEE International Conference on Acoustics, Speech and Signal Processing 1 - 5 2023.06
Research paper (international conference proceedings), Joint Work, Accepted, ISSN 1520-6149
Proximal splitting algorithms for convex optimization: A tour of recent advances, with new twists
L. Condat, D. Kitahara, A. Contreras, A. Hirabayashi
SIAM Review 65 ( 2 ) 375 - 435 2023.05
Research paper (scientific journal), Joint Work, Accepted, ISSN 0036-1445
Basics of piecewise polynomials and spline functions: Let’s make line charts smooth
D. Kitahara
Journal of the Acoustical Society of Japan 78 ( 10 ) 570 - 577 2022.10
Article, review, commentary, editorial, etc. (scientific journal), Single Work, Lead author, Last author, Corresponding author, ISSN 0369-4232
Spline basics and its application to quantile regression
D. Kitahara
2020.08
Single Work, Lead author, Corresponding author
Basics of compressed sensing and its application to image acquisition
A. Hirabayashi, D. Kitahara
Japanese Journal of Optics 46 ( 10 ) 393 - 397 2017.10
Article, review, commentary, editorial, etc. (scientific journal), Joint Work, Last author, ISSN 0389-6625
位相をつなぐ―代数的位相アンラップとその応用
山田 功, 北原 大地
2016年電子情報通信学会ソサイエティ大会講演論文集 SS14 - SS15 2016.09
Research paper, summary (national, other academic conference), Joint Work, Last author
二次元位相アンラップ問題の難しさと面白さ
北原 大地
第29回信号処理シンポジウム 2014.11
Lecture material (seminar, tutorial, course, lecture, etc.), Single Work, Lead author, Last author, Corresponding author
2重偏波フェーズドアレイレーダネットワークに関する研究
科研費 基盤研究 (A), No Setting, Coinvestigator(s)
科学的モデリングによる気象レーダの高解像度化
科研費 基盤研究 (B), No Setting, Coinvestigator(s)
ノイズロバストな透視可視化に基づく,大規模文化遺跡の3次元計測ビッグデータ活用
科研費 国際共同研究強化 (B), No Setting, Coinvestigator(s)
エッジ保存スプライン平滑化による不連続箇所を含む関数の推定とその応用に関する研究
科研費 若手研究, No Setting, Principal investigator
超解像位相アンラップ法の高精度化および高速化に関する研究
科研費 研究活動スタート支援, No Setting, Principal investigator
信号処理装置、信号処理方法およびプログラム
Date applied: 2014-511131 2013.10
Date announced: WO2013/157299
Date issued: 6041325
Patent, Joint
第32回回路とシステムワークショップ奨励賞
北原 大地, 2020.08, IEICE 回路とシステムワークショップ実行委員会
Type of Award: Award from Japanese society, conference, symposium, etc.
東京電機大学 丹羽保次郎記念論文賞
北原 大地, 2018.02, 東京電機大学
Type of Award: Other
東京工業大学 手島精一記念研究賞 (博士論文賞)
北原 大地, 2018.02, 東京工業大学
Type of Award: Other
IEEE Signal Processing Society Japan Student Journal Paper Award
北原 大地, 2016.12, IEEE Signal Processing Society Tokyo Joint Chapter
Type of Award: Award from Japanese society, conference, symposium, etc.
IEEE Computational Intelligence Society Japan Chapter Young Researcher Award
北原 大地, 2016.07, IEEE Computational Intelligence Society Japan Chapter
Type of Award: Award from Japanese society, conference, symposium, etc.
PRESENTATION TECHNIQUE
2024
LABORATORIES IN SCIENCE AND TECHNOLOGY
2024
INDEPENDENT STUDY ON FUNDAMENTAL SCIENCE AND TECHNOLOGY
2024
GRADUATE RESEARCH ON FUNDAMENTAL SCIENCE AND TECHNOLOGY 2
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GRADUATE RESEARCH ON FUNDAMENTAL SCIENCE AND TECHNOLOGY 1
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