Rchr
J-GLOBAL ID:200901001514017250   Update date: Sep. 23, 2024

Okatani Takayuki

オカタニ タカユキ | Okatani Takayuki
Affiliation and department:
Job title: Professor
Other affiliations (1):
  • Tohoku University
Homepage URL  (2): http://www.vision.is.tohoku.ac.jphttp://www.vision.is.tohoku.ac.jp/us/home/
Research field  (2): Intelligent robotics ,  Perceptual information processing
Research keywords  (5): 多視点幾何 ,  画像理解 ,  画像認識 ,  深層学習 ,  コンピュータビジョン
Research theme for competitive and other funds  (25):
  • 2020 - 2025 深奥質感のマルチモーダル深層モデルの確立
  • 2019 - 2023 深層学習がもたらすパラダイムシフトを加速するネットワーク設計理論の構築
  • 2015 - 2020 Deep Representation Learning of Shitsukan Using Vision and Language
  • 2016 - 2019 Supporting performance-aware programming with machine learning techniques
  • 2013 - 2016 Spatio-Temporal City Modeling for Visualizing Damages of and Recoveries and Reconstruction from a City-scale Disaster
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Papers (166):
  • Tatsuro Yamane, Pang-jo Chun, Ji Dang, Takayuki Okatani. Deep learning-based bridge damage cause estimation from multiple images using visual question answering. Structure and Infrastructure Engineering. 2024. 1-14
  • Zhijie Wang, Xing Liu, Masanori Suganuma, Takayuki Okatani. Unsupervised domain adaptation for semantic segmentation via cross-region alignment. Computer Vision and Image Understanding. 2023. 234
  • Li Sun, Ping Wang, Liuan Wang, Jun Sun, Takayuki Okatani. Zero-shot temporal event localisation: Label-free, training-free, domain-free. IET Computer Vision. 2023. 17. 5. 599-613
  • Yanjie Zhu, Hidehiko Sekiya, Takayuki Okatani, Masayuki Tai, Shogo Morichika. B-CNN: a deep learning method for accelerometer-based fatigue cracks monitoring system. Journal of Civil Structural Health Monitoring. 2023. 13. 4-5. 947-959
  • Shuang Liu, Masanori Suganuma, Takayuki Okatani. Symmetry-aware Neural Architecture for Embodied Visual Navigation. International Journal of Computer Vision. 2023
more...
MISC (74):
Books (7):
  • 深層学習
    講談社 2022 ISBN:9784065133323
  • 質感の科学 -知覚・認知メカニズムと分析・表現の技術-
    朝倉書店 2016
  • 深層学習
    近代科学社 2015
  • 深層学習(機械学習プロフェッショナルシリーズ)
    講談社 2015
  • コンピュータ工学入門
    コロナ社 2015
more...
Education (2):
  • - 1999 The University of Tokyo Graduate School, Division of Engineering 計数工学
  • - 1994 The University of Tokyo Faculty of Engineering 計数工
Professional career (1):
  • Ph.D (The University of Tokyo)
Work history (2):
  • 2016/10 - 現在 理化学研究所革新知能統合研究センター
  • 2003/11 - 2004/10 Center of Advanced Information Processing, Rutgers University
Awards (11):
  • 2017/08 - 画像の認識・理解シンポジウム実行委員会 画像の認識・理解シンポジウム(MIRU)2017優秀論文賞
  • 2016/10/30 - PACLIC2016 award committee Best paper honorable mention Recognizing Open-Vocabulary Relations between Objects in Images
  • 2016/08/03 - MIRU実行委員会 MIRU優秀発表賞 Learning to Describe Product Images from Noisy Online Data
  • 2015/08/01 - MIRU運営委員会 MIRU優秀発表賞 Joint Clothing Detection
  • 2015/08/01 - MIRU運営委員会 MIRUフロンティア賞 Scene Change Detection from a Pair of Roughly Registered Images Based on CNN Features and Superpixel Segmentation
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Association Membership(s) (4):
計測自動制御学会 ,  電子情報通信学会 ,  情報処理学会 ,  IEEE
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