Sugimura Daisuke

スギムラダイスケ | Sugimura Daisuke

Affiliation and department：
Job title： Associate Professor

Research field (1)： Perceptual information processing

Research keywords (3)： Machine Learning , Image Processing , Computer Vision

Research theme for competitive and other funds (8)：

2022 - 2025 多波長映像解析に基づく非接触型生命兆候計測
2019 - 2022 High quality imaging method by using quanta image sensor and image reconstruction
2018 - 2021 Hierarchical Person Identification using Individual and Group Features
2020 - 2021 エッジAIに向けた無線環境における分散機械学習手法の開発
2016 - 2019 High-quality image reconstruction using image signals obtained by multiple exposure parameters

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Papers (48)：

Kosuke Kurihara, Yoshihiro Maeda, Daisuke Sugimura, Takayuki Hamamoto. Spatio-Temporal Structure Extraction of Blood Volume Pulse Using Dynamic Mode Decomposition for Heart Rate Estimation. IEEE Access. 2023
Kosuke Kurihara, Yoshihiro Maeda, Daisuke Sugimura, Takayuki Hamamoto. Blood Volume Pulse Signal Extraction based on Spatio-Temporal Low-Rank Approximation for Heart Rate Estimation. IEEE International Conference on Visual Communications and Image Processing (VCIP). 2022
Yoshihiro Maeda, Goki Tsukimura, Daisuke Sugimura, Takayuki Hamamoto. Multispectral near-infrared imaging for wetness estimation. Journal of the Optical Society of America A. 2022. 39. 11. 1958-1970
Katsuya Fujii, Daisuke Sugimura, Takayuki Hamamoto. Hierarchical Group-Level Emotion Recognition. IEEE Transactions on Multimedia. 2021. 23. 3892-3906
Koya Sato, Daisuke Sugimura. Rate-Adapted Decentralized Learning Over Wireless Networks. IEEE Transactions on Cognitive Communications and Networking. 2021

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MISC (75)：

北薗怜佳, 前田慶博, 杉村大輔, 浜本隆之. Estimating makeup procedure from a single image by iterative optimization. 電子情報通信学会技術研究報告. 2020. 119. 421(ITS2019 30-56)
北薗怜佳, 前田慶博, 杉村大輔, 浜本隆之. Estimating makeup procedure from a single image by iterative optimization. 電子情報通信学会技術研究報告. 2020. 119. 422(IE2019 68-94)(Web)
栗原康佑, 杉村大輔, 浜本隆之. Motion Robust Remote Heart Rate Estimation based on RGB/NIR Imaging Under Varying Illumination. 電子情報通信学会技術研究報告. 2020. 119. 454(IMQ2019 13-68)
堀内慧, 前田慶博, 杉村大輔, 浜本隆之. Pedestrian trajectory prediction considering consistent movement of surrounding people. 電子情報通信学会技術研究報告. 2020. 119. 454(IMQ2019 13-68)
曽根健宏, 前田慶博, 杉村大輔, 浜本隆之. Adaptive selection of near infrared multispectral image signals for measurement of oxygen saturation. 映像情報メディア学会技術報告. 2020. 44. 12(IST2020 27-33/ME2020 78-84)

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Work history (1)：

Association Membership(s) (2)：

IEEE , 電子情報通信学会

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