Research field (2)：
Perceptual information processing
, Intelligent informatics
Research theme for competitive and other funds (3)：
2022 - 2025 手指動作の識別と定量を目的としたミリ波レーダ信号の解析
2019 - 2022 Establishment of image recognition judgment method for dangerous actions in decommissioning work of Fukushima Daiichi Nuclear Power Station
2019 - 2021 Generative adversarial networks for unnatural human motion detection and generation
Papers (18)：
Daisuke Miki, Yue Furuzuki, Shohei Matsumoto, Shunta Kimura. FMCW Radar-based Hand Motion Recognition using Weakly Supervised Deep Neural Network. Proceedings of the 12th IIAE International Conference on Industrial Application Engineering 2024. 2024
SeanKein Yoshioka, Takahiro Iwata, Yuki Maruyama, Daisuke Miki. Learning Caterpillar-Like Movements in Soft Robots with Spiking Neural Networks. Proceedings of the 29th International Symposium on Artificial Life and Robotics. 2024. 638-643
Daisuke Miki, Seita Tateishi, Yasuhiro Shitara, Yuya Ishida. Unsupervised Image Segmentation for Rust Defects Detection by Invariant Information Clustering. Proceedings of the 30th International Conference of Nuclear Engineering. 2023
Daisuke Miki, Kento Kamitsuma, Taiga Matsunaga. Spike representation of depth image sequences and its application to hand gesture recognition with spiking neural network. Signal, Image and Video Processing. 2023. 17. 7. 3505-3513
Yuya Ishida, Yasuhiro Shitara, Daisuke Miki, Mayuko Yamada, Madoka Murai, Norikazu Sakuma. Visualization and Quantification of Corrosion Processes during Salt Spray Tests. Proceedings of the 9th IIAE International Conference on Intelligent Systems and Image Processing 2022. 2022. 8-14
2023/04 - 現在 Waseda University Faculty of Science and Engineering
2021/09 - 現在 Chiba Institute of Technology Faculty of Information and Computer Science Department of Computer Science
2021/04 - 2021/08 Tokyo Metropolitan Industrial Technology Research Institute
2018/04 - 2021/03 Tokyo Metropolitan Industrial Technology Research Institute
2015/04 - 2018/03 Tokyo Metropolitan Industrial Technology Research Institute
Awards (1)：
2024/03 - The 12th IIAE International Conference on Industrial Application Engineering 2024 Best Presentation Award FMCW Radar-based Hand Motion Recognition using Weakly Supervised Deep Neural Network
