HONTANI Hidekata

写真a

Affiliation Department etc.

Department of Computer Science
Department of Computer Science

Title

Professor

Degree

  • The University of Tokyo -  Doctor(Engineering)

External Career

  • 2011.04
    -
    Now

      Professor  

  • 2010.02
    -
    2011.02

    UCLA Vision Lab  

  • 2005.04
    -
    2010.03

      Associate Professor  

  • 2000.11
    -
    2005.04

      Associate Professor  

  • 1996.01
    -
    2000.10

      Research Assistant  

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Academic Society Affiliations

  • 1996.04
    -
    Now

    IEEE

 

Thesis for a degree

  • Description of Figure Shapes with Multi-scale Analysis

     

      2000.01  [Refereed]

    8   1

Papers

  • Simultaneous PET image reconstruction and feature extraction method using non-negative, smooth, and sparse matrix factorization

    Kawai, Kazuya and Hontani, Hidekata and Yokota, Tatsuya and Sakata, Muneyuki and Kimura, Yuichi

    Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2018     2018.11  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Super-Resolution of Magnetic Resonance Images via Convex Optimization with Local and Global Prior Regularization and Spectrum Fitting

    Naoki Kawamura, Tatsuya Yokota, Hidekata Hontani

    ternational Journal of Biomedical Imaging     2018.09  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Accurate 3D Reconstruction of a Whole Pancreatic Cancer Tumor from Pathology Images with Different Stains

    Mauricio Kugler, Yushi Goto, Naoki Kawamura, Hirokazu Kobayashi, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani

    Computational Pathology and Ophthalmic Medical Image Analysis     35 - 43   2018.09

    Research paper (international conference proceedings)   Multiple Authorship

  • Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image

    Tomoshige Shimomura, Mauricio Kugler, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani

    Computational Pathology and Ophthalmic Medical Image Analysis     27 - 34   2018.09  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space

    Tatsuya Yokota, Burak Erem, Seyhmus Guler, Simon K. Warfield, Hidekata Hontani

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018)     2018.06  [Refereed]

    Research paper (international conference proceedings)   Single Author

  • Landmark-based reconstruction of 3D smooth structures from serial histological sections

    Naoki Kawamura, Tatsuya Yokota, Hidekata Hontani, et al.

    SPIE Conference on Medical Imaging     2018.02  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • A spatiotemporal statistical shape model of the brain surface during human embryonic development

    Kazuki Kasahara, Atsushi Saito, Tetsuya Takakuwa, Shigehito Yamada, Hiroshi Matsuzoe, Hidekata Hontani, Akinobu Shimizu

    Advanced Biomedical Engineering     2018  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • An Efficient Method for Adapting Step-size Parameters of Primal-dual Hybrid Gradient Method in Application to Total Variation Regularization

    Tatsuya Yokota, Hidekata Hontani

    Asia-Pacific Signal and Information Processing Association     2017.12  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • A robust PET Image reconstruction using constrained non-negative matrix factorization

    kazuya Kawai, Tatsuya Yokota, Hidekata Hontani

    Asia-Pacific Signal and Information Processing Association     2017.12  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Parametric PET Image Reconstruction via Regional Spatial Bases and Pharmacokinetic Time Activity Model

    Naoki Kawamura, Tatsuya Yokota, Hidekata Hontani, Muneyuki Sakata, Yuichi Kimura

    Entropy   19 ( 11 ) 629   2017.11  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

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Books

Review Papers

  • Spatiotemporal information integration model of pancreatic cancer and human embryo

    Hidekata Hontani, Mauricio Kugler, Akinobu Shimizu

    The CELL   50 ( 1 ) 5 - 8   2018.01  [Invited]

    Introduction and explanation (scientific journal)   Multiple Authorship

  • Research trend of deep neural network from a viewpoint of medical image processing

    Medical Imaging and Information Sciences   34 ( 2 ) 39 - 44   2017.06  [Refereed]  [Invited]

    Introduction and explanation (bulletin of university, research institution)   Single Author

  • Personalized Diagnosis and Therapy Based on Electromagnetic Simulation and Machine Learning

    Akimasa Hirata, Hidekata Hontani

    The Journal of Institute of Electronics, Information and Communication Engineering     2017.05  [Refereed]

    Introduction and explanation (scientific journal)   Multiple Authorship

Presentations

  • 膵癌腫瘍のマルチモーダル 3 次元モデルの構築と 3 次元ミクロ解剖構造解析

    Yushi GOTO,Hidekata HONTANI,Tatsuya YOKOTA,Kugler MAURICIO,Chika IWAMOTO,Kenoki OHUCHIDA,Makoto HASHIZUME

    日本医用画像工学会大会  2018.07  -  2018.07 

  • 膵癌腫瘍の経時変化計測のための部分剛体微分同相写像

    Yuki Tamura,Tatsuya Yokota,Mauricio Kugler ,Valentin Triquet, Tomonari Sei,Yukihide Iwamoto,Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani

    日本医用画像工学会大会  2018.07  -  2018.07 

  • 3次元臓器形状の大変形微分同相写像と非線形多様体上の統計形状モデル

    橋口拓也・物部峻太郎・本谷秀堅・横田達也

    電子情報通信学会医用画像研究会  2018.05  -  2018.05 

  • 深層学習を用いた上腕部超音波画像からの上腕動脈領域の自動抽出

    佐野景介, 横田達也, マウリシオ クグレ, 鈴木英範, 益田博之, 本谷秀堅

    電子情報通信学会医用画像研究会  2018.03  -  2018.03 

  • Graphical LASSOで共分散行列を疎にしたときに得られる統計形状モデルについて

    本谷秀堅, 伊藤 寛, 横田達也

    電子情報通信学会 医用画像研究会  2017.07  -  2017.07 

  • ディープラーニング -その基礎と医用画像応用-

    本谷秀堅  [Invited]

    日本医用画像工学会大会  2016.07  -  2016.07 

  • Mathematical Foundations of Multidisciplinary Computational Anatomy - Progress Overview FY2015

    Hidekata Hontani, 他

    第2回多元計算解剖学国際シンポジウム  2016.02  -  2016.02 

  • MODEL SELECTION FROM THE Q-EXPONENTIAL FAMILY FOR REPRESENTING

    Mitsunori Yamada, Hidekata Hontani, Hiroshi Matsuzoe

    Symposiumu on Statistical Shape Models and Applications  2015.09  -  2015.10  Swiss Institute for Computer Assisted Surgery

  • Local Estimation of High Velocity Optical Flow with Correlation Image Sensor

    Hidekata Hontani, Go Oishi, Tomohiro Kitagawa  [Invited]

    第18回 画像の認識・理解シンポジウム  2015.07  -  2015.07 

  • Mathematical Foundations of Multidisciplinary Computational Anatomy

    Hidekata Hontani, Yoshitaka Masutani, Atsushi Imiya, Takaaki Nara, Hiroshi Matsuzoe, and Hiroshi Ishikawa

    The 1st International Symposiumu on the Project "Multidisciplinary Computational Anatomy"  (九州大学病院)  2015.02  -  2015.02  新学術領域・多元計算解剖学

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