Isogawa, Mariko

写真a

Affiliation

Faculty of Science and Technology, Department of Information and Computer Science (Yagami)

Position

Assistant Professor/Senior Assistant Professor

External Links

Career 【 Display / hide

  • 2013.04
    -
    2016.01

    Nippon Telegraph And Telephone Corporation (NTT), Media Intelligence Laboratories, 社員

  • 2016.02
    -
    2021.06

    Nippon Telegraph And Telephone Corporation (NTT), Media Intelligence Laboratories, 研究員

  • 2019.04
    -
    2020.03

    Carnegie Mellon University, Robotics Institute, Visiting Scholar

  • 2021.07
    -
    2022.03

    Nippon Telegraph And Telephone Corporation (NTT), Computer and Data Science Laboratories, 研究主任

  • 2022.04
    -
    Present

    Keio University, Faculty of Science and Technology, Department of Information and Computer Science, Assistant Professor

Academic Background 【 Display / hide

  • 2007.04
    -
    2011.03

    Osaka University, School of Engineering Science, Department of Systems of Science

    University, Graduated

  • 2011.04
    -
    2013.03

    Osaka University, Graduate School of Engineering Science, Systems Innovation

    Graduate School, Completed, Master's course

  • 2016.04
    -
    2019.03

    Osaka University, Graduate School of Engineering Science, Systems Innovation

    Graduate School, Completed, Doctoral course

Academic Degrees 【 Display / hide

  • Ph.D. in Engineering, Osaka University, Coursework, 2019.03

    Usability-Aware Image Inpainting

 

Research Areas 【 Display / hide

  • Informatics / Intelligent informatics

  • Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Measurement engineering

Research Keywords 【 Display / hide

  • Computer Vision

  • Machine Learning

  • Sensing

 

Papers 【 Display / hide

  • Silhouette-Based 3D Human Pose Estimation Using a Single Wrist-Mounted 360° Camera.

    Ryosuke Hori, Ryo Hachiuma, Mariko Isogawa, Dan Mikami, Hideo Saito

    IEEE Access 10   54957 - 54968 2022

    ISSN  2169-3536

  • Multi-view video synchronization using motion rhythms of human joints

    S Sun, K Takahashi, D Mikami, M Isogawa, Y Kusachi

    ITE Transactions on Media Technology and Applications 8 (2), 100-110  2020

  • Prodebnet: projector deblurring using a convolutional neural network

    Y Kageyama, M Isogawa, D Iwai, K Sato

    Optics Express 28 (14), 20391-20403 28 ( 14 ) 20391 - 20403 2020

     View Summary

    Projection blur can occur in practical use cases that have non-planar and/or multi-projection display surfaces with various scattering characteristics because the surface often causes defocus and subsurface scattering. To address this issue, we propose ProDebNet, an end-to-end real-time projection deblurring network that synthesizes a projection image to minimize projection blur. The proposed method generates a projection image without explicitly estimating any geometry or scattering characteristics of the projection screen, which makes real-time processing possible. In addition, ProDebNet does not require real captured images for training data; we design a "pseudo-projected" synthetic dataset that is well-generalized to real-world blur data. Experimental results demonstrate that the proposed ProDebNet compensates for two dominant types of projection blur, i.e., defocus blur and subsurface blur, significantly faster than the baseline method, even in a real-projection scene.

  • Image quality assessment for inpainted images via learning to rank

    M Isogawa, D Mikami, K Takahashi, H Kimata

    Multimedia Tools and Applications 78 (2), 1399-1418 78 ( 2 ) 1399 - 1418 2019

  • Which is the better inpainted image? Training data generation without any manual operations

    M Isogawa, D Mikami, K Takahashi, D Iwai, K Sato, H Kimata

    International Journal of Computer Vision 127 (11), 1751-1766 127 ( 11-12 ) 1751 - 1766 2019

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Research Projects of Competitive Funds, etc. 【 Display / hide

  • 多様な被遮蔽領域の効率的な計測および復元技術に関する研究

    2022.08
    -
    2024.03

    MEXT,JSPS, Grant-in-Aid for Scientific Research, 研究活動スタート支援, Principal investigator

Awards 【 Display / hide

  • MIRU Frontier Award

    川島 穣, 柴田 優斗, 五十川 麻理子, 入江 豪, 木村 昭悟, 青木 義満, 2022.08, 電子情報通信学会MIRU運営委員会, 音響信号を用いた人物の3次元姿勢推定

    Type of Award: Award from Japanese society, conference, symposium, etc.

  • MIRU Interactive Session Award

    高橋康輔,他, 2019.08, 電子情報通信学会MIRU運営委員会

    Type of Award: Award from Japanese society, conference, symposium, etc.

  • MIRU Interactive Session Award

    五十川麻理子,他, 2018.08, 電子情報通信学会MIRU運営委員会

    Type of Award: Award from Japanese society, conference, symposium, etc.

  • MVE Award

    五十川麻理子,他, 2014.10, 電子情報通信学会MVE研究会

    Type of Award: Award from Japanese society, conference, symposium, etc.

  • Graduate School of Engineering Science Award

    2013.03, Osaka University, Graduate School of Engineering Science, Systems Innovation, Systems Science and Applied Informatics

    Type of Award: Keio commendation etc.

 

Courses Taught 【 Display / hide

  • RECITATION IN INFORMATION AND COMPUTER SCIENCE

    2022

  • LABORATORIES IN SCIENCE AND TECHNOLOGY

    2022

  • LABORATORIES IN INFORMATION AND COMPUTER SCIENCE 1B

    2022

  • LABORATORIES IN INFORMATION AND COMPUTER SCIENCE 1A

    2022

  • INFORMATION THEORY

    2022

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Memberships in Academic Societies 【 Display / hide

  • The Information and Systems Society of the IEICE, 

    2022
    -
    Present
  • IEEE Member, 

    2018
    -
    Present

Committee Experiences 【 Display / hide

  • 2022.09
    -
    Present

    Financial Chair, International Conference on Artificial Reality and Telexistence & Eurographics Symposium on Virtual Environments (ICAT-EGVE2022)

  • 2022.09
    -
    Present

    Local Organization, Asia-Pacific Workshop on Mixed and Augmented Reality (APMAR)

  • 2022.07
    -
    2023.08

    Vice-chair of the Steering Committee, Meeting on Image Recognition and Understanding (MIRU)

  • 2022.04
    -
    Present

    Poster Chair, International Conference on Machine Vision Applications (MVA)

  • 2022
    -
    Present

    Program Committee, IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR)

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