Rchr
J-GLOBAL ID:201101097614522046   Update date: Feb. 01, 2024

HIDAKA Akinori

ヒダカ アキノリ | HIDAKA Akinori
Affiliation and department:
Job title: Associate Professor
Homepage URL  (1): https://tdu-ai-lab.github.io/
Research field  (2): Intelligent informatics ,  Perceptual information processing
Research keywords  (11): Sound Generation ,  Sound Recognition ,  Deep Learning ,  Image Generation ,  Image Recognition ,  Machine Learning ,  Pattern Recognition ,  Deep Learning ,  Machine Learning ,  Pattern Recognition ,  画像認識
Research theme for competitive and other funds  (10):
  • 2022 - 2025 高難度データ認識と高精細データ生成のための「注意深い」深層学習モデルの開発
  • 2021 - 2024 事前知識を導入した深層学習モデルの学習
  • 2022 - 2023 保守用車走行における安全支援システムの開発
  • 2018 - 2021 深層学習による手術支援ロボットの外科手術工程のリアルタイム認識に関する基礎的研究
  • 2016 - 2021 KAKENHI
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Papers (36):
  • Yuning Shi and Akinori Hidaka. Attention-YOLOX: Improvement in On-road Object Detection by Introducing Attention Mechanisms to YOLOX. 2022 International Workshop on Signal Processing and Machine Learning (WSPML 2022). 2022
  • Nobuhiko Wagatsuma, Akinori Hidaka and Hiroshi Tamura. Analysis based on neural representation of natural object surfaces to elucidate the mechanisms of a trained AlexNet model. Frontiers in Computational Neuroscience. 2022. 16. 1-17
  • Nozomu Suzuki, Fujio Miyawaki and Akinori Hidaka. Improving Accuracy and Real-Time Performance of Recognition Methods for Surgical Procedure Recognition. The 28th International Workshop on Frontiers of Computer Vision (IW-FCV2022). 2022. PS2-11
  • Ryunosuke Ikeda and Akinori Hidaka. Improvement of On-Road Object Detection using Inter-Region and Intra-Region Attention for Faster R-CNN. The 28th International Workshop on Frontiers of Computer Vision (IW-FCV2022). 2022. OS6-2
  • Nobuhiko Wagatsuma, Akinori Hidaka and Hiroshi Tamura. Correspondence between monkey visual cortices and layers of a saliency map model based on a deep convolutional neural network for representations of natural images. eNeuro. 2020
more...
Books (1):
  • 統計的パターン認識と判別分析
    コロナ社 2019 ISBN:9784339028317
Education (3):
  • 2006 - 2009 University of Tsukuba
  • 2004 - 2006 University of Tsukuba
  • 2000 - 2004 Ibaraki University Faculty of Science
Professional career (3):
  • 学士(理学) (茨城大学)
  • 修士(工学) (筑波大学)
  • 博士(工学) (筑波大学)
Committee career (13):
  • 2021/04 - 2022/03 The 53rd ISCIE International Symposium on Stochastic Systems Theory and Its Applications Program & Steering Committee
  • 2021/04 - 2022/03 The 28th International Workshop on Frontiers of Computer Vision (IW-FCV2022) Organizing Committee General Chairs Secretary
  • 2020/04 - 2021/03 The 52nd ISCIE International Symposium on Stochastic Systems Theory and Its Applications Program & Steering Committee
  • 2019/04 - 2020/03 The 51st ISCIE International Symposium on Stochastic Systems Theory and Its Applications Program & Steering Committee
  • 2018/04 - 2019/03 The 50th ISCIE International Symposium on Stochastic Systems Theory and Its Applications Program & Steering Committee
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Awards (5):
  • 2022/02 - IW-FCV2022 Organizing Committee IW-FCV2022 Best Presentation Award
  • 2008/08 - SPECIAL AWARD to Professor Nobuyuki Otsu and the AIST group performing HLAC research for their contribution to BLISS 2008
  • 2008/08 - SPECIAL AWARD to Professor Nobuyuki Otsu and the AIST group performing HLAC research for their contribution to BLISS 2008
  • 2006/03 - The Institute of Electronics, Information and Communication Engineers (IEICE) IEICE Young Researcher's Award
  • 2006/03 - 筑波大学 筑波大学大学院システム情報工学研究科 学生表彰
Association Membership(s) (3):
the Institute of Systems, Control and Information Engineers ,  The Institute of Electrical and Electronics Engineers (IEEE) ,  The Institute of Electronics Information and Communication Engineers (IEICE)
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