Rchr
J-GLOBAL ID：201501033437047155
Update date: Jan. 30, 2024
Hayashi Hideaki
ハヤシ ヒデアキ | Hayashi Hideaki
Affiliation and department：
Job title：
Associate professor
Homepage URL (1)：
https://sites.google.com/view/hideakihayashi/home
Research field (5)：
Intelligent informatics
, Intelligent informatics
, Biomedical engineering
, Soft computing
, Soft computing
Research keywords (6)：
Pattern recognition
, Computer vision
, Medical data analysis
, Biosignal analysis
, Machine learning
, Neural Network
Research theme for competitive and other funds (1)：
- 2017 - 2021 Probabilistic model-based time-series forecasting neural networks and related applications to biosignal forecasting
Papers (46)：
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Yicheng Deng, Hideaki Hayashi, Hajime Nagahara. Multi-Scale Spatio-Temporal Graph Convolutional Network for Facial Expression Spotting. International Conference on Automatic Face and Gesture Recognition (FG2024). 2024
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Hideaki Hayashi. A Hybrid of Generative and Discriminative Models Based on the Gaussian-coupled Softmax Layer. IEEE Transactions on Neural Networks and Learning Systems (in press). 2024
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Ryosuke Kawamura, Hideaki Hayashi, Noriko Takemura, Hajime Nagahara. MIDAS: Mixing Ambiguous Data with Soft Labels for Dynamic Facial Expression Recognition. Winter Conference on Applications of Computer Vision (WACV2024). 2024
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Naoya Yasukochi, Hideaki Hayashi, Daichi Haraguchi, Seiichi Uchida. Analyzing Font Style Usage and Contextual Factors in Real Images. The 17th International Conference on Document Analysis and Recognition (ICDAR 2023). 2023. 331-347
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Takeaki Kadota, Hideaki Hayashi, Ryoma Bise, Kiyohito Tanaka, Seiichi Uchida. Deep Bayesian Active-Learning-to-Rank for Endoscopic Image Data. Proceedings of the Medical Image Understanding and Analysis (MIUA2022). 2022. 609-622
ｍore...
MISC (16)：
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山縣将貴, 内田誠一, 早志英朗. クラス情報を考慮したEnergy-based Modelによる時系列予測手法の提案. 情報処理学会研究報告(Web). 2022. 2022. CVIM-228
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久保田祥平, 早志英朗, 早瀬友裕, 内田誠一. 深層パーセプトロンの単位初期化に基づく中間層の貢献度と尤度の解析. 電子情報通信学会技術研究報告(Web). 2020. 120. 300(PRMU2020 38-68)
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松田征也, 早志英朗, 内田誠一. 特定印象を考慮した文字フォントの生成に向けた試み. 電気・情報関係学会九州支部連合大会講演論文集(CD-ROM). 2020. 73rd
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亀澤祥平, 早志英朗, 内田誠一. 深層ニューラルネットワーク内部での画像改ざん検出の試み. 電気・情報関係学会九州支部連合大会講演論文集(CD-ROM). 2020. 73rd
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Kosuke Kawano, Naoya Iijima, Nozomi Nanki, Akira Furui, Zu Soh, Hiroki Mori, Hideaki Hayashi, Shinji Kume, Toshio Tsuji. Development of Automatic Classification System for Jellyfish Sign Using Deep Learning. 20th The Society of Instrument and Control Engineers Conference on System Integration Division. 2019
ｍore...
Professional career (1)：
- Doctor of Engineering (Hiroshima University)
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