2022
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Identification of Bacterial Drug-Resistant Cells by the Convolutional Neural Network in Transmission Electron Microscope Images
2022年3月15日 in article
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Hayashi-Nishino, M., Aoki, K., Kishimoto, A., Takeuchi, Y., Fukushima, A., Uchida, K., Echigo, T., Yagi, Y., Hirose, M., Iwasaki, K., Shin’ya, E., Washio, T., Furusawa, C., and Nishino, K. (2022). Identification of Bacterial Drug-Resistant …
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Residue Assignment in Crystallographic Protein Electron Density Maps With 3D Convolutional Networks
2022年3月2日 in article
Godo, A., Aoki, K., Nakagawa, A., and Yagi, Y. (2022). Residue Assignment in Crystallographic Protein Electron Density Maps With 3D Convolutional Networks. IEEE Access, 10:28760-28772. This work proposes a neural network architecture, called 3D …
2021
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Detecting Lower MMSE Scores in Older Adults using Cross-trial Features from a Dual-task with Gait and Arithmetic
2021年11月8日 in article
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Wu, S., Matsuura, T., Okura, F., Makihara, Y., Zhou, C., Aoki, K., Mitsugami, I., and Yagi, Y. (2021). Detecting Lower MMSE Scores in Older Adults using Cross-trial Features from a Dual-task with Gait and Arithmetic. IEEE Access, 9:150268-150282. The …
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Physical Fatigue Detection from Gait Cycles via a Multi-task Recurrent Neural Network
2021年9月7日 in article
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Aoki, K., Nishikawa, H., Makihara, Y., Muramatsu, D., Takemura, N., and Yagi, Y. (2021). Physical Fatigue Detection from Gait Cycles via a Multi-task Recurrent Neural Network. IEEE Access, 9:127565-127575. This paper describes a deep learning …
2019
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Early Detection of Lower MMSE Scores in Elderly Based on Dual-Task Gait
2019年3月22日 in article
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Aoki, K., Ngo, T., Mitsugami, I., Okura, F., Niwa, M., Makihara, Y., Yagi, Y., and Kazui, H. (2019). Early Detection of Lower MMSE Scores in Elderly Based on Dual-Task Gait. IEEE Access, 7:40085-40094. The dual-task paradigm is a promising procedure …
2018
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Growth Assessment of School-Age Children from Dual-Task Observation
2018年10月1日 in article
Zhou, C., Mitsugami, I., Okura, F., Aoki, K., and Yagi, Y. (2018). Growth Assessment of School-Age Children from Dual-Task Observation. ITE Trans. Media Technol. Appl., 6(4):286-296. Conventional approaches to the assessment of growth among children …
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Automatic Collection of Dual-task Human Behavior for Analysis of Cognitive Function
2018年4月1日 in article
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Okura, F., Mitsugami, I., Niwa, M., Aoki, K., Zhou, C., and Yagi, Y. (2018). Automatic Collection of Dual-task Human Behavior for Analysis of Cognitive Function. ITE Trans. Media Technol. Appl., 6(2):138-150. The performance of dual task, …
2016
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Constraints Optimization for Minimizing Stretch in Bounded-Parameterization
2016年11月26日 in article
Dechvijankit, A., Nagahashi, H., and Aoki, K. (2016). Constraints Optimization for Minimizing Stretch in Bounded-Parameterization. J. Comput. Sci., 12(9):436-447. In a mesh parameterization process that generates one-to-one mapping information …
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Online Motion Retrieval System for Human Motion Data
2016年6月15日 in article
Im, H., Aoki, K., and Nagahashi, H. (2016). Online Motion Retrieval System for Human Motion Data. IIEEJ Trans. Image Electron. Vis. Comput., 4(1):43-52.
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An External Parameter Estimation Method for Wide-area Active Surveillance Cameras
2016年6月15日 in article
Xing, Y., Nagahashi, H., Zhang, X., and Aoki, K. (2016). An External Parameter Estimation Method for Wide-area Active Surveillance Cameras. IIEEJ Trans. Image Electron. Vis. Comput., 4(1):53-62.