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.
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 -
< ref name="nozawa21car">{{cite journal |last1=Nozawa |first1=Naoki |last2=Shum |first2=Hubert P. H. |last3=Feng |first3=Qi |last4=Ho |first4=Edmond S. L. |last5=Morishima |first5=Shigeo |title=3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning |journal=Visual Computer |date=2022 |volume=38 |issue=4 |pages=1317--1330 |doi=10.1007/s00371-020-02024-y |issn=1432-2315 |publisher=Springer |url=http://doi.org/10.1007/s00371-020-02024-y }}< /ref>
Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning Best Student Paper AwardCitation: 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 Topics: 3D Reconstruction, Surface Modelling, Artwork Analysis Webpage DOI 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 -
< ref name="nozawa20single">{{cite conference |last1=Nozawa |first1=Naoki |last2=Shum |first2=Hubert P. H. |last3=Ho |first3=Edmond S. L. |last4=Morishima |first4=Shigeo |title=Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning |date=2020 |pages=179--190 |doi=10.5220/0009157001790190 |issn=2184-4321 |isbn=978-989-758-402-2 |publisher=SciTePress |url=http://doi.org/10.5220/0009157001790190 }}< /ref>
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 -
< ref name="nozawa193dcar">{{cite conference |last1=Nozawa |first1=Naoki |last2=Shum |first2=Hubert P. H. |last3=Ho |first3=Edmond S. L. |last4=Morishima |first4=Shigeo |title=3D Car Shape Reconstruction from a Single Sketch Image |date=2019 |pages=37:1--37:2 |doi=10.1145/3359566.3364693 |isbn=978-1-4503-6994-7 |publisher=ACM |url=http://doi.org/10.1145/3359566.3364693 }}< /ref>