Yusuke Yamaura

Yusuke Yamaura

  • Computer Vision
    Multimodal Deep Learning

  • Department

    • Knowledge Discovery Innovation Dept.,
      InfoTech Div.

  • Biography

    • 2021-

      Toyota Motor Corporation
      - Engaged in reserch and development on vehicle data analysis.

    • 2020-
      2021

      FUJIFILM Corporation (temporarily transferred)
      - Conducted research and development of image recognition.

    • 2014-
      2020

      Fuji Xerox Co., Ltd.
      - Engaged in reserach and development of image recognition and multimodal deep learning.

    • 2014

      Yokohama National University
      - Compelted Master's Degree.

  • Publication List/Conference presentation

    Paper

    • A Convenient Approach for Lane-Level Congestion Detection with On-Board Camera Images and Vehicle Data, IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)

    • Empirical data-driven approach to eco-friendly deceleration, IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)

    • Shape reconstruction from a normal map in terms of uniform bi-quadratic B-spline surfaces, Computer-Aided Design 2015.

    • Head Pose Estimation for an Omnidirectional Camera Using a Convolutional Neural Network, IVMSP 2018.

    • The Resale Price Prediction of Secondhand Jewelry Items Using a Multi-modal Deep Model with Iterative Co-Attention, AI for fashion@KDD 2019.

    • Semantic Consistency Assessment of Visual and Text Content using Multimodal Deep Neural Networks, Annual Conference of the Japanese Society for Artificial Intelligence 2020.

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