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J-GLOBAL ID：200901021649946413   Update date: Sep. 10, 2024

Hotta Kazuhiro

ホッタ カズヒロ | Hotta Kazuhiro
Affiliation and department：
Meijo University Faculty of Science and Technology, Department of Electrical and Electronic Engineering

About Meijo University Faculty of Science and Technology, Department of Electrical and Electronic Engineering


Job title： Professor
Homepage URL  (1)： http://www1.meijo-u.ac.jp/~kazuhotta/cms_new/
Research field  (1)： Intelligent informatics
Research keywords  (20)： 隠れ ,  向き ,  ロバスト ,  画像理解 ,  シーン理解 ,  動画像認識 ,  ジェスチャー認識 ,  顔検出 ,  顔認識 ,  対象認識 ,  occlusion ,  view ,  pose ,  robust ,  image understanding ,  scene understanding ,  gesture recogntion ,  face detection ,  face recognition ,  object recognition
Research theme for competitive and other funds  (22)：
  • 2022 - 2024 ディープラーニングによる植物画像認識の高精度化と時空間の要因解析
  • 2021 - 2024 情報リークを用いた深層学習の高度化
  • 2020 - 2023 古代末期~中世ビザンツ期城塞の年代測定にむけた物質的・統計的アプローチの開発
  • 2020 - 2022 動画像中の周期と変調の検出と要因解析
  • 2018 - 2021 Research on Image Recognition by Adaptive Integration of Deep Neural Networks
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Papers (108)：
  • Sota Kato, Kazuhiro Hotta. Automatic enhancement preprocessing for segmentation of low quality cell images. Scientific Reports. 2024. 14. 1
  • Taiji Kurami, Takuya Ishikawa, Kazuhiro Hotta. DeformableFormer for Classification of the Presence or Absence of Pancreatic Tissue Fragments in Pancreatic Disease. IEEE Access. 2024. 12. 122503-122512
  • Ayato Takama, Satoshi Kamiya, Kazuhiro Hotta. Improvement of TransUNet Using Word Patches Created from Different Dataset. ICPRAM. 2024. 378-385
  • Takahiro Sannomiya, Kazuhiro Hotta. Visualization of the Basis for Decisions by Selecting Layers Based on Model's Predictions Using the Difference Between Two Networks. ICPRAM. 2024. 370-377
  • Kento Sago, Kazuhiro Hotta. Vision Transformer Interpretability via Prediction of Image Reflected Relevance Among Tokens. ICPRAM. 2024. 100-106
ｍore...
MISC (129)：
  • Keisuke Toida, Naoki Kato, Osamu Segawa, Takeshi Nakamura, Kazuhiro Hotta. Gr-IoU: Ground-Intersection over Union for Robust Multi-Object Tracking with 3D Geometric Constraints. 2024
  • Taigo Sakai, Kazuhiro Hotta. Growing Deep Neural Network Considering with Similarity between Neurons. 2024
  • Hinako Mitsuoka, Kazuhiro Hotta. Accuracy Improvement of Cell Image Segmentation Using Feedback Former. 2024
  • Sota Kato, Hinako Mitsuoka, Kazuhiro Hotta. Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image Sizes. 2024
  • Kazuhiro Hotta. Local normalized linear summation kernel for fast and robust recognition. PATTERN RECOGNITION. 2010. 43. 3. 906-913
ｍore...
Books (1)：
  • 学習理論
    コロナ社 2009
Education (6)：
  • - 2002 Saitama University
  • - 2002 Saitama University Graduate School, Division of Science and Engineering
  • - 1999 Saitama University
  • - 1999 Saitama University
  • - 1997 Saitama University Faculty of Engineering
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Professional career (2)：
  • 博士(工学) (埼玉大学)
  • 修士(工学) (埼玉大学)
Work history (5)：
  • 2010/04 - 名城大学理工学部電気電子工学科
  • 2007 - - 電気通信大学 助教
  • 2007 - - 理化学研究所 客員研究員
  • 2007 - - 東京大学人工物工学研究センター 協力研究員
  • 2002/04 - The University of Electro-Communications
Awards (1)：
  • 2007 - SI2006 優秀講演賞
Association Membership(s) (7)：
情報処理学会 ,  IEEE Computer Society ,  日本顔学会 ,  電子情報通信学会 ,  IPSJ ,  IEEE Computer Society ,  IEICE
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