Aoki Kota

アオキコウタ | Aoki Kota

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： http://akotokia.github.io

Research field (6)： Biomaterials , Biomedical engineering , Biological, health, and medical informatics , Perceptual information processing , Perceptual information processing , Perceptual information processing

Research keywords (3)： Pattern Recognition , Image Processing , Computer Vision

Research theme for competitive and other funds (3)：

2022 - 2025 薬剤耐性菌のバイオメトリクス研究
2012 - 2015 A new mechanism for motion generation and control of virtual agent with 3D non-rigid shape
2005 - 2007 A study for scalable representation of 3D object models and its applications based on information sensitivity

Papers (28)：

Yuqing Jin, Takahiro Kozawa, Kota Aoki, Tomoya Nakamura, Yasushi Makihara, Yasushi Yagi. Analysis of resist images with pattern defects by Hough transform. Japanese Journal of Applied Physics. 2023. 62. 8. 086502
Margaret Dy Manalo, Kota Aoki, Shuqiong Wu, Mariko Shindo, Yutaka Ueda, Yasushi Yagi. Cervical Lesion Classification via Positive-Unlabeled Learning. Medical Imaging Technology. 2022. 40. 5. 197-206
Akos Godo, Kota Aoki, Atsushi Nakagawa, Yasushi Yagi. Single Shot Residue Localization and Classification in Crystallographic Electron Density Maps. IEEE Access. 2022. 10. 108354-108365
Mitsuko Hayashi-Nishino, Kota Aoki, Akihiro Kishimoto, Yuna Takeuchi, Aiko Fukushima, Kazushi Uchida, Tomio Echigo, Yasushi Yagi, Mika Hirose, Kenji Iwasaki, et al. Identification of Bacterial Drug-Resistant Cells by the Convolutional Neural Network in Transmission Electron Microscope Images. Frontiers in Microbiology. 2022. 13
Akos Godo, Kota Aoki, Atsushi Nakagawa, Yasushi Yagi. Residue Assignment in Crystallographic Protein Electron Density Maps With 3D Convolutional Networks. IEEE Access. 2022. 10. 28760-28772

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MISC (119)：

Yuqing Jin, Takahiro Kozawa, Kota Aoki, Tomoya Nakamura, Yasushi Makihara, Yasushi Yagi. Automatic evaluation of line-and-space resist patterns with defects using image recognition technology. Proceedings of the International Conference on Extreme Ultraviolet Lithography 2023. 2023
Akos Godo, Kota Aoki, Atsushi Nakagawa, Yasushi Yagi. Imaging method-agnostic neural network-based map segmentation algorithm. Proceedings of the 26th Congress and General Assembly of the International Union of Crystallography. 2023
Miki Ikebe, Kota Aoki, Mitsuko Hayashi-Nishino, Kunihiko Nishino. Correlation analysis of bacterial cell morphology and multidrug resistance. Proceedings of the 9th Symposium on Antimicrobial Resistance in Animals and the Environment. 2023
中村朱里, 青木工太, 槇原靖, 八木康史. 多変量時系列データの識別による足踏み動作からの転倒リスク推定. 情報処理学会研究報告. 2023. 2023-CVIM-234. 38. 1-8
Yuqing Jin, Takahiro Kozawa, Kota Aoki, Tomoya Nakamura, Yasushi Makihara, Yasushi Yagi. Chemical information extraction from scanning electron microscopy images on the basis of image recognition. Advances in Patterning Materials and Processes XL. 2023. 12498. 1249825

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Patents (1)：

認知機能評価システム、及び学習方法

Education (3)：

2003 - 2006 Tokyo Institute of Technology Interdisciplinary Graduate School of Science and Engineering Department of Computational Intelligence and Systems Science
2001 - 2003 Tokyo Institute of Technology Interdisciplinary Graduate School of Science and Engineering Department of Computational Intelligence and Systems Science
1997 - 2001 Tokyo Institute of Technology School of Engineering Department of Electrical and Electronic Engineering

Professional career (1)：

Doctor of Engineering (Tokyo Institute of Technology)

Work history (6)：

2024/04 - 現在 Tottori University Department of Electrical Engineering and Computer Science, Faculty of Engineering Associate Professor
2022/01 - 2024/03 Osaka University The Institute of Scientific and Industrial Research Project Associate Professor
2016/05 - 2021/12 Osaka University The Institute of Scientific and Industrial Research Project Lecturer
2007/04 - 2016/04 Tokyo Institute of Technology Imaging Science & Engineering Laboratory Assistant Professor
2006/12 - 2007/03 Tokyo Institute of Technology Imaging Science & Engineering Laboratory Research Associate

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Committee career (8)：

2019/06 - 現在 The Institute of Electronics, Information and Communication Engineers Technical Committee on Image Engineering
2022/01 - 2022/08 26th International Conference on Pattern Recognition (ICPR 2022) Technical Committee
2021/09 - International Workshop on Advanced Image Technology 2022 (IWAIT2022) Program Committee
2020/04 - 2020/09 25th International Conference on Pattern Recognition (ICPR 2020) Technical Committee
2020/09 - International Workshop on Advanced Image Technology 2021 (IWAIT2021) Program Committee

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Association Membership(s) (3)：

THE INSTITUTE OF IMAGE INFORMATION AND TELEVISION ENGINEERS , THE INSTITUTE OF IMAGE ELECTRONICS ENGINEERS OF JAPAN , THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS

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