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Graduate Program for Embodiment Informatics

Graduate Program for Embodiment Informatics
Funding Source: Waseda University, Japan
Reference Number: H29-LDGSN-024 & H29-LDGSN-025
Value: ¥2.93 million (~£20,000)
2017 - 2018

About the Project

  • Researched 3D car shape reconstruction from a 2D sketch, addressing demands from the automotive industry in Japan.
  • Supported 1 Japanese PhD (Naoki Nozawa) from Waseda University, Japan, to work under the supervision of Dr. Hubert P. H. Shum at Northumbria University, UK.

People

Organizations

    YouTube

    Publications

    3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning
    3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning  Impact Factor: 3.0†    Citation: 28#
    Visual Computer (VC), 2022
    Naoki Nozawa, Hubert P. H. Shum, Qi Feng, Edmond S. L. Ho and Shigeo Morishima
    Webpage Cite This Plain Text 
    Naoki Nozawa, Hubert P. H. Shum, Qi Feng, Edmond S. L. Ho and Shigeo Morishima, "3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning," Visual Computer, vol. 38, no. 4, pp. 1317-1330, Springer, 2022.
    Bibtex 
    @article{nozawa21car,
     author={Nozawa, Naoki and Shum, Hubert P. H. and Feng, Qi and Ho, Edmond S. L. and Morishima, Shigeo},
     journal={Visual Computer},
     title={3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning},
     year={2022},
     volume={38},
     number={4},
     pages={1317--1330},
     numpages={14},
     doi={10.1007/s00371-020-02024-y},
     issn={1432-2315},
     publisher={Springer},
    }
    RIS 
    TY  - JOUR
    AU  - Nozawa, Naoki
    AU  - Shum, Hubert P. H.
    AU  - Feng, Qi
    AU  - Ho, Edmond S. L.
    AU  - Morishima, Shigeo
    T2  - Visual Computer
    TI  - 3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning
    PY  - 2022
    VL  - 38
    IS  - 4
    SP  - 1317
    EP  - 1330
    DO  - 10.1007/s00371-020-02024-y
    SN  - 1432-2315
    PB  - Springer
    ER  - 
     Paper YouTube
    Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning
    Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning  Best Student Paper Award     Citation: 13#
    Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications (GRAPP), 2020
    Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima
    Webpage Cite This Plain Text 
    Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima, "Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning," in GRAPP '20: Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications, pp. 179-190, Valletta, Malta, SciTePress, Feb 2020.
    Bibtex 
    @inproceedings{nozawa20single,
     author={Nozawa, Naoki and Shum, Hubert P. H. and Ho, Edmond S. L. and Morishima, Shigeo},
     booktitle={Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications},
     series={GRAPP '20},
     title={Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning},
     year={2020},
     month={2},
     pages={179--190},
     numpages={12},
     doi={10.5220/0009157001790190},
     issn={2184-4321},
     isbn={978-989-758-402-2},
     publisher={SciTePress},
     location={Valletta, Malta},
    }
    RIS 
    TY  - CONF
    AU  - Nozawa, Naoki
    AU  - Shum, Hubert P. H.
    AU  - Ho, Edmond S. L.
    AU  - Morishima, Shigeo
    T2  - Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications
    TI  - Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning
    PY  - 2020
    Y1  - 2 2020
    SP  - 179
    EP  - 190
    DO  - 10.5220/0009157001790190
    SN  - 2184-4321
    PB  - SciTePress
    ER  - 
     Paper YouTube
    3D Car Shape Reconstruction from a Single Sketch Image
    3D Car Shape Reconstruction from a Single Sketch Image  Best Poster Award     
    Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2019
    Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima
    Webpage Cite This Plain Text 
    Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima, "3D Car Shape Reconstruction from a Single Sketch Image," in MIG '19: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, pp. 37:1-37:2, Newcastle upon Tyne, UK, ACM, Oct 2019.
    Bibtex 
    @inproceedings{nozawa193dcar,
     author={Nozawa, Naoki and Shum, Hubert P. H. and Ho, Edmond S. L. and Morishima, Shigeo},
     booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
     series={MIG '19},
     title={3D Car Shape Reconstruction from a Single Sketch Image},
     year={2019},
     month={10},
     pages={37:1--37:2},
     numpages={2},
     doi={10.1145/3359566.3364693},
     isbn={978-1-4503-6994-7},
     publisher={ACM},
     Address={New York, NY, USA},
     location={Newcastle upon Tyne, UK},
    }
    RIS 
    TY  - CONF
    AU  - Nozawa, Naoki
    AU  - Shum, Hubert P. H.
    AU  - Ho, Edmond S. L.
    AU  - Morishima, Shigeo
    T2  - Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games
    TI  - 3D Car Shape Reconstruction from a Single Sketch Image
    PY  - 2019
    Y1  - 10 2019
    SP  - 37:1
    EP  - 37:2
    DO  - 10.1145/3359566.3364693
    SN  - 978-1-4503-6994-7
    PB  - ACM
    ER  - 
     Paper

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