YOKOTA Tatsuya

写真a

Affiliation Department etc.

Department of Computer Science
Department of Computer Science

Title

Assistant Professor

Homepage URL

https://sites.google.com/site/yokotatsuya/home

Graduating School

  • 2005.04
    -
    2009.03

    Tokyo Institute of Technology   Faculty of Engineering   Graduated

Graduate School

  • 2011.04
    -
    2014.03

    Tokyo Institute of Technology    Doctor's Course  Completed

  • 2009.04
    -
    2011.03

    Tokyo Institute of Technology    Master's Course  Completed

External Career

  • 2014.04
    -
    2016.02

      Researcher  

Field of expertise (Grants-in-aid for Scientific Research classification)

  • Intelligent informatics

  • Soft computing

  • Life / Health / Medical informatics

  • Mathematical informatics

 

Papers

  • Simultaneous Visual Data Completion and Denoising based on Tensor Rank and Total Variation Minimization and its Primal-dual Splitting Algorithm

    Tatsuya Yokota, Hidekata Hontani

    Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ( IEEE )    2017.07  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria

    T. Yokota, N. Lee, A. Cichocki

    IEEE Transactions on Signal Processing ( IEEE )  65 ( 5 ) 1196 - 1206   2017.03  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Smooth PARAFAC Decomposition for Tensor Completion

    Yokota Tatsuya, Zhao Qibin, Cichocki Andrzej

    IEEE TRANSACTIONS ON SIGNAL PROCESSING   64 ( 20 ) 5423 - 5436   2016.10  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Tensor Completion via Functional Smooth Component Deflation

    T. Yokota, A. Cichocki

    In Proceedings of 41st International Conference on Audio, Speech, and Signal Processing (ICASSP2016) ( IEEE )    2514 - 2518   2016.03  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis

    Yokota Tatsuya, Zdunek Rafal, Cichocki Andrzej, Yamashita Yukihiko

    SIGNAL PROCESSING   113   234 - 249   2015.08  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • A Quadratically Constrained MAP Classifier Using the Mixture of Gaussians Models as a Weight Function

    Yokota Tatsuya, Yamashita Yukihiko

    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS   24 ( 7 ) 1127 - 1140   2013.07  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • A Robust PET Image Reconstruction using Constrained Non-negative Matrix Factorization

    K. Kawai, J. Yamada, H. Hontani, T. Yokota, M. Sakata, Y. Kimura

    Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) ( IEEE )    2017.12  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

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

    T. Yokota, H. Hontani

    Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) ( IEEE )    2017.12  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Restoration of Temporal Image Sequence from a Single Image Captured by a Correlation Image Sensor

    K. Kawade, A. Wakita, T. Yokota, H. Hontani, and S. Ando

    Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications     2017.02  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • EEG Correlates of Voice and Face Emotional Judgments in the Human Brain

    K. Hiyoshi-Taniguchi, M. Kawasaki, T. Yokota, H. Bakardjian, H. Fukuyama, A. Cichocki, and F.B. Vialatte

    Cognitive Computation ( Springer )  7 ( 1 ) 11 - 19   2015.02  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

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Presentations

  • A Robust PET Image Reconstruction using Constrained Non-negative Matrix Factorization

    K. Kawai, J. Yamada, H. Hontani, T. Yokota, M. Sakata, and Y. Kimura

    Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2017  (マレーシア)  2017.12  -  2017.12 

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

    T. Yokota, and H. Hontani

    Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2017  (マレーシア)  2017.12  -  2017.12 

  • Simultaneous Visual Data Completion and Denoising based on Tensor Rank and Total Variation Minimization and its Primal-dual Splitting Algorithm

    T. Yokota, and H. Hontani

    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2017  (ハワイ)  2017.07  -  2017.07 

  • Restoration of Temporal Image Sequence from a Single Image Captured by a Correlation Image Sensor

    K. Kawade, A. Wakita, T. Yokota, H. Hontani, and S. Ando

    International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP) 2017  (ポルトガル)  2017.02  -  2017.03 

  • Automatic detection of brachial artery in ultrasound images for a flow meditated dilation test

    K. Sano, H. Masuda, K. Sano, H. Suzuki, T. Koyama, T. Yokota, and H. Hontani

    International Forum on Medical Imaging in Asia (IFMIA) 2017  (沖縄)  2017.01  -  2017.01 

  • Tensor Completion via Functional Smooth Component Deflation

    T. Yokota, A. Cichocki

    The 41st IEEE International Conference on Acoustics, Speech and Signal Processing  (Shanghai, China)  2016.03  -  2016.03 

  • A fast automatic rank determination algorithm for noisy low-rank matrix completion

    T. Yokota, A. Cichocki

    Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2015)  (Hong-Kong)  2015.12  -  2015.12 

  • Smooth PARAFAC Decomposition for Tensor Completion

    T. Yokota, A. Cichocki

    Low-rank Optimization and Applications  (Bonn, Germany)  2015.06  -  2015.06 

  • Multilinear tensor rank estimation via sparse Tucker decomposition

    T. Yokota, A. Cichocki

    Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2014)  (Kita-Kyushu)  2014.12  -  2014.12 

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