Research Publications - Artwork Analysis / Selected Publications

Mridula Vijendran, Jingjing Deng, Shuang Chen, Edmond S. L. Ho and Hubert P. H. Shum, "Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey," Artificial Intelligence Review, vol. 58, no. 2, pp. 64, Springer, 2024.

@article{vijendran25artificial,
 author={Vijendran, Mridula and Deng, Jingjing and Chen, Shuang and Ho, Edmond S. L. and Shum, Hubert P. H.},
 journal={Artificial Intelligence Review},
 title={Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey},
 year={2024},
 volume={58},
 number={2},
 pages={64},
 numpages={47},
 doi={10.1007/s10462-024-11051-3},
 issn={1573-7462},
 publisher={Springer},
}

TY  - JOUR
AU  - Vijendran, Mridula
AU  - Deng, Jingjing
AU  - Chen, Shuang
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Artificial Intelligence Review
TI  - Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey
PY  - 2024
VL  - 58
IS  - 2
SP  - 64
EP  - 64
DO  - 10.1007/s10462-024-11051-3
SN  - 1573-7462
PB  - Springer
ER  - 

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.

@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},
}

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  - 

Jinyu Liu, Effie Lai-Chong Law and Hubert P. H. Shum, "Exploring Artists’ and Art Viewers' Perspectives for Art Chatbots: Implications for a Design Framework ," in CUI '25: Proceedings of the 2025 ACM Conversational User Interfaces Conference, Waterloo, Canada, ACM, 2025.

@inproceedings{liu25exploring,
 author={Liu, Jinyu and Law, Effie Lai-Chong and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2025 ACM Conversational User Interfaces Conference},
 series={CUI '25},
 title={Exploring Artists’ and Art Viewers' Perspectives for Art Chatbots: Implications for a Design Framework },
 year={2025},
 publisher={ACM},
 location={Waterloo, Canada},
}

TY  - CONF
AU  - Liu, Jinyu
AU  - Law, Effie Lai-Chong
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2025 ACM Conversational User Interfaces Conference
TI  - Exploring Artists’ and Art Viewers' Perspectives for Art Chatbots: Implications for a Design Framework
PY  - 2025
PB  - ACM
ER  - 

Claire Warwick, Andrew Beresford, Soazig Casteau, Hubert P. H. Shum, Daniel T. Smith and Francis Xiatian Zhang, "Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK," in DH '25: Proceedings of the 2025 ADHO Digital Humanities Conference, Lisbon, Portugal, 2025.

@inproceedings{warwick25using,
 author={Warwick, Claire and Beresford, Andrew and Casteau, Soazig and Shum, Hubert P. H. and Smith, Daniel T. and Zhang, Francis Xiatian},
 booktitle={Proceedings of the 2025 ADHO Digital Humanities Conference},
 series={DH '25},
 title={Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK},
 year={2025},
 location={Lisbon, Portugal},
}

TY  - CONF
AU  - Warwick, Claire
AU  - Beresford, Andrew
AU  - Casteau, Soazig
AU  - Shum, Hubert P. H.
AU  - Smith, Daniel T.
AU  - Zhang, Francis Xiatian
T2  - Proceedings of the 2025 ADHO Digital Humanities Conference
TI  - Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK
PY  - 2025
ER  - 

Jinyu Liu, Effie Lai-Chong Law and Hubert P. H. Shum, "Chatbots and Art Critique: A Comparative Study of Chatbot and Human Experts in Traditional Chinese Painting Education," in NordiCHI '24: Proceedings of the 2024 Nordic Conference on Human-Computer Interaction, pp. 50, Uppsala, Sweden, ACM, 2024.

@inproceedings{liu24chatbots,
 author={Liu, Jinyu and Law, Effie Lai-Chong and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2024 Nordic Conference on Human-Computer Interaction},
 series={NordiCHI '24},
 title={Chatbots and Art Critique: A Comparative Study of Chatbot and Human Experts in Traditional Chinese Painting Education},
 year={2024},
 pages={50},
 numpages={13},
 doi={10.1145/3679318.3685385},
 isbn={9.80E+12},
 publisher={ACM},
 location={Uppsala, Sweden},
}

TY  - CONF
AU  - Liu, Jinyu
AU  - Law, Effie Lai-Chong
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2024 Nordic Conference on Human-Computer Interaction
TI  - Chatbots and Art Critique: A Comparative Study of Chatbot and Human Experts in Traditional Chinese Painting Education
PY  - 2024
SP  - 50
EP  - 50
DO  - 10.1145/3679318.3685385
SN  - 9.80E+12
PB  - ACM
ER  - 

Mridula Vijendran, Frederick W. B. Li, Jingjing Deng and Hubert P. H. Shum, "ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification," in CCIS '24: Communications in Computer and Information Science, pp. 181-205, Springer, 2024.

@incollection{vijendran24stsaclf,
 author={Vijendran, Mridula and Li, Frederick W. B. and Deng, Jingjing and Shum, Hubert P. H.},
 booktitle={Communications in Computer and Information Science},
 series={CCIS '24},
 title={ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification},
 year={2024},
 pages={181--205},
 numpages={25},
 doi={10.1007/978-3-031-66743-5_9},
 isbn={978-3-031-66743-5},
 publisher={Springer},
}

TY  - CHAP
AU  - Vijendran, Mridula
AU  - Li, Frederick W. B.
AU  - Deng, Jingjing
AU  - Shum, Hubert P. H.
T2  - Communications in Computer and Information Science
TI  - ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification
PY  - 2024
SP  - 181
EP  - 205
DO  - 10.1007/978-3-031-66743-5_9
SN  - 978-3-031-66743-5
PB  - Springer
ER  - 

Mridula Vijendran, Frederick W. B. Li and Hubert P. H. Shum, "Tackling Data Bias in Painting Classification with Style Transfer," in VISAPP '23: Proceedings of the 2023 International Conference on Computer Vision Theory and Applications, pp. 250-261, Lisbon, Portugal, SciTePress, Feb 2023.

@inproceedings{vijendran23tackling,
 author={Vijendran, Mridula and Li, Frederick W. B. and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2023 International Conference on Computer Vision Theory and Applications},
 series={VISAPP '23},
 title={Tackling Data Bias in Painting Classification with Style Transfer},
 year={2023},
 month={2},
 pages={250--261},
 numpages={12},
 doi={10.5220/0011776600003417},
 issn={2184-4321},
 isbn={978-989-758-634-7},
 publisher={SciTePress},
 location={Lisbon, Portugal},
}

TY  - CONF
AU  - Vijendran, Mridula
AU  - Li, Frederick W. B.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2023 International Conference on Computer Vision Theory and Applications
TI  - Tackling Data Bias in Painting Classification with Style Transfer
PY  - 2023
Y1  - 2 2023
SP  - 250
EP  - 261
DO  - 10.5220/0011776600003417
SN  - 2184-4321
PB  - SciTePress
ER  - 

Ziyi Chang, George Alex Koulieris and Hubert P. H. Shum, "3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models," in VRST '22: Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology, pp. 1-10, Tsukuba, Japan, ACM, Nov 2022.

@inproceedings{chang22reconstruction,
 author={Chang, Ziyi and Koulieris, George Alex and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology},
 series={VRST '22},
 title={3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models},
 year={2022},
 month={11},
 pages={1--10},
 numpages={10},
 doi={10.1145/3562939.3565632},
 isbn={9.78E+12},
 publisher={ACM},
 Address={New York, NY, USA},
 location={Tsukuba, Japan},
}

TY  - CONF
AU  - Chang, Ziyi
AU  - Koulieris, George Alex
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology
TI  - 3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models
PY  - 2022
Y1  - 11 2022
SP  - 1
EP  - 10
DO  - 10.1145/3562939.3565632
SN  - 9.78E+12
PB  - ACM
ER  - 

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.

@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},
}

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  -