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J-GLOBAL ID：201301083785167523   Update date: Nov. 15, 2024

Ogawa Takahiro

オガワ タカヒロ | Ogawa Takahiro
Affiliation and department：
Hokkaido University Faculty of Information Science and Technology

About Hokkaido University Faculty of Information Science and Technology


Job title： Professor
Homepage URL  (1)： http://kaken.nii.ac.jp/d/r/20524028.ja.html
Research field  (2)： Human interfaces and interactions ,  Database science
Research keywords  (36)： image generation ,  action analysis ,  multi-spectrum analysis ,  machine learning ,  deep learning ,  CT ,  PET ,  X-ray image ,  SNS ,  electron microscope ,  signal processing ,  image processing ,  visualization ,  NIRS ,  MRI ,  multimedia processing ,  sports video ,  infrastructure ,  satellite image ,  EEG ,  medical image ,  multivariate analysis ,  image coding ,  super-resolution ,  Web mining ,  big data ,  IoT ,  AI ,  image quality assessment ,  image restoration ,  image reconstruction ,  text processing ,  information retrieval ,  music ,  image retrieval ,  semantic analysis
Research theme for competitive and other funds  (18)：
  • 2024 - 2028 生成AIとの融合により潜在的嗜好を把握可能とするユーザ中心推薦技術の構築
  • 2021 - 2026 General-purpose deep learning theory for ultra-low computational complexity and low capacity in the age of edge AI
  • 2021 - 2026 General-purpose deep learning theory for ultra-low computational complexity and low capacity in the age of edge AI
  • 2022 - 2025 国立研究開発法人日本医療研究開発機構(AMED)・医療機器等研究成果展開事業
  • 2020 - 2024 Interdisciplinary fusion research for precision medicine in heart failure patients with preserved ejection fraction
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Papers (502)：
  • Tatsuki Seino, Naoki Saito, Takahiro Ogawa, Satoshi Asamizu, Miki Haseyama. Graph Convolutional Network-based Sports Skill-level Recognition via Deep Metric Learning. 2024 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC). 2024. 15. 1-4
  • Yuya Moroto, Keisuke Maeda, Ren Togo, Takahiro Ogawa 0001, Miki Haseyama. Multimodal Transformer Model Using Time-Series Data to Classify Winter Road Surface Conditions. Sensors. 2024. 24. 11. 3440-3440
  • Tatsuki Seino, Naoki Saito, Takahiro Ogawa, Satoshi Asamizu, Miki Haseyama. Expert-Novice Level Classification Using Graph Convolutional Network Introducing Confidence-Aware Node-Level Attention Mechanism. Sensors. 2024. 24. 10. 3033-3033
  • Taro Togo, Ren Togo, Keisuke Maeda, Takahiro Ogawa 0001, Miki Haseyama. Analysis of Continual Learning Techniques for Image Generative Models with Learned Class Information Management. Sensors. 2024. 24. 10. 3087-3087
  • Yuhu Feng, Jiahuan Zhang, Guang Li 0008, Ren Togo, Keisuke Maeda, Takahiro Ogawa 0001, Miki Haseyama. A Novel Frame-Selection Metric for Video Inpainting to Enhance Urban Feature Extraction. Sensors. 2024. 24. 10. 3035-3035
ｍore...
MISC (761)：
  • 清野竜生, 斉藤直輝, 小川貴弘, 浅水仁, 長谷山美紀. A Note on Classification of Expert-novice Level Using Motion and Gaze Data via Spatial Temporal Attention GCN. 人工知能学会全国大会論文集(Web). 2024. 38th
  • 五箇亮太, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀. Estimation of contact accident risk based on recurrent neural network introducing spatial-temporal attention. AI・データサイエンス論文集(Web). 2024. 5. 1
  • 大羽賀駿也, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀. Zero-shot high-risk situation detection based on object detection and pose estimation using fixed camera at construction site. AI・データサイエンス論文集(Web). 2024. 5. 1
  • 吉田将規, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀. Prediction of event locations from urgent call using large language models. AI・データサイエンス論文集(Web). 2024. 5. 1
  • 五箇 亮太, 諸戸 祐哉, 前田 圭介, 小川 貴弘, 長谷山 美紀. サッカー映像における時空間的関係を考慮したシュート予測の高精度化に関する検討 : 競技者のチーム情報に基づく完全二部グラフの導入-A Note on Accurate Shoot Prediction Considering Players' Spatio-temporal Relations in Soccer Videos : Introduction of Complete Bipartite Graph Based on Players' Team Information-マルチメディアストレージ メディア工学 映像表現&コンピュータグラフィックス. 映像情報メディア学会技術報告 = ITE technical report. 2023. 47. 6. 23-28
ｍore...
Education (3)：
  • 2005 - 2007 Hokkaido University Graduate School of Information Science and Technology Division of Media and Network Technologies
  • 2003 - 2005 Hokkaido University Graduate School of Engineering
  • 1999 - 2003 Hokkaido University School of Engineering
Professional career (1)：
  • 博士(情報科学) (北海道大学)
Work history (6)：
  • 2023/01 - 現在 Hokkaido University Faculty of Information Science and Technology Professor
  • 2019/04 - 2023/01 Hokkaido University Faculty of Information Science and Technology Associate Professor
  • 2016/10 - 2019/03 Hokkaido University Graduate School of Information Science and Technology Associate Professor
  • 2008/07 - 2016/09 Hokkaido University Graduate School of Information Science and Technology
  • 2008/04 - 2008/06 Hokkaido University Graduate School of Information Science and Technology
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Committee career (26)：
  • 2017/04 - 現在 電子情報通信学会 イメージ・メディア・クォリティ研究専門委員会
  • 2012/04 - 現在 The Institute of Image Information and Television Engineers ITE Transactions on Media Technology and Applications, Associate Editor
  • 2012/04 - 現在 映像情報メディア学会 メディア工学研究会 専門委員
  • 2011/04 - 現在 電子情報通信学会 電子情報通信学会論文誌 常任査読委員
  • 2008/04 - 現在 電気・情報関係学会北海道支部連合大会編集委員
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Awards (90)：
  • 2023/10 - 2023 IEEE 12th Global Conference on Consumer Electronic, Bronze Prize GCCE2023 Excellent Student Poster Award
  • 2023/10 - 2023 IEEE 12th Global Conference on Consumer Electronic, Silver Prize GCCE2023 Excellent Paper Award
  • 2023/07 - 2023 ICCE-TW Best Paper Award Honorable Metion
  • 2023/02 - 2022 IEEE Sapporo Section Encouragement Award 3件
  • 2023/02 - 2022 IEEE Sapporo Section Student Paper Contest, Encouraging Prize
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Association Membership(s) (4)：
Association for Computing Machinery ,  IEEE ,  THE INSTITUTE OF IMAGE INFORMATION AND TELEVISION ENGINEERS ,  THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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