Responsible AI aligns with human values. We design and develop AI algorithms that promote fairness in performance, protect privacy in sensitive information, improve robustness in real-world data, and clarify responsibility between users and AI.
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton, "Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features," IEEE Access, vol. 8, no. 1, pp. 51582-51592, IEEE, 2020.
Bibtex
@article{mccay20abnormal, author={McCay, Kevin D. and Ho, Edmond S. L. and Shum, Hubert P. H. and Fehringer, Gerhard and Marcroft, Claire and Embleton, Nicholas}, journal={IEEE Access}, series={Access '24}, title={Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features}, year={2020}, volume={8}, number={1}, pages={51582--51592}, numpages={11}, doi={10.1109/ACCESS.2020.2980269}, issn={2169-3536}, publisher={IEEE}, }
RIS
TY - JOUR AU - McCay, Kevin D. AU - Ho, Edmond S. L. AU - Shum, Hubert P. H. AU - Fehringer, Gerhard AU - Marcroft, Claire AU - Embleton, Nicholas T2 - IEEE Access TI - Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features PY - 2020 VL - 8 IS - 1 SP - 51582 EP - 51592 DO - 10.1109/ACCESS.2020.2980269 SN - 2169-3536 PB - IEEE ER -
< ref name="mccay20abnormal">{{cite journal |last1=McCay |first1=Kevin D. |last2=Ho |first2=Edmond S. L. |last3=Shum |first3=Hubert P. H. |last4=Fehringer |first4=Gerhard |last5=Marcroft |first5=Claire |last6=Embleton |first6=Nicholas |title=Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features |journal=IEEE Access |date=2020 |volume=8 |issue=1 |pages=51582--51592 |doi=10.1109/ACCESS.2020.2980269 |issn=2169-3536 |publisher=IEEE |url=http://doi.org/10.1109/ACCESS.2020.2980269 }}< /ref>
Worasak Rueangsirarak, Jingtian Zhang, Nauman Aslam and Hubert P. H. Shum, "Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 26, no. 12, pp. 2387-2396, IEEE, 2018.
Bibtex
@article{rueangsirarak18automatic, author={Rueangsirarak, Worasak and Zhang, Jingtian and Aslam, Nauman and Shum, Hubert P. H.}, journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering}, series={TNSRE '24}, title={Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait}, year={2018}, volume={26}, number={12}, pages={2387--2396}, numpages={10}, doi={10.1109/TNSRE.2018.2880871}, issn={1534-4320}, publisher={IEEE}, }
RIS
TY - JOUR AU - Rueangsirarak, Worasak AU - Zhang, Jingtian AU - Aslam, Nauman AU - Shum, Hubert P. H. T2 - IEEE Transactions on Neural Systems and Rehabilitation Engineering TI - Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait PY - 2018 VL - 26 IS - 12 SP - 2387 EP - 2396 DO - 10.1109/TNSRE.2018.2880871 SN - 1534-4320 PB - IEEE ER -
< ref name="rueangsirarak18automatic">{{cite journal |last1=Rueangsirarak |first1=Worasak |last2=Zhang |first2=Jingtian |last3=Aslam |first3=Nauman |last4=Shum |first4=Hubert P. H. |title=Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait |journal=IEEE Transactions on Neural Systems and Rehabilitation Engineering |date=2018 |volume=26 |issue=12 |pages=2387--2396 |doi=10.1109/TNSRE.2018.2880871 |issn=1534-4320 |publisher=IEEE |url=http://doi.org/10.1109/TNSRE.2018.2880871 }}< /ref>
Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye and Wai Lok Woo, "RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis," Expert Systems with Applications, vol. 201, pp. 117158, Elsevier, 2022.
Bibtex
@article{organisciak22robin, author={Organisciak, Daniel and Shum, Hubert P. H. and Nwoye, Ephraim and Woo, Wai Lok}, journal={Expert Systems with Applications}, series={ESWA '24}, title={RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis}, year={2022}, volume={201}, pages={117158}, numpages={12}, doi={10.1016/j.eswa.2022.117158}, issn={0957-4174}, publisher={Elsevier}, }
RIS
TY - JOUR AU - Organisciak, Daniel AU - Shum, Hubert P. H. AU - Nwoye, Ephraim AU - Woo, Wai Lok T2 - Expert Systems with Applications TI - RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis PY - 2022 VL - 201 SP - 117158 EP - 117158 DO - 10.1016/j.eswa.2022.117158 SN - 0957-4174 PB - Elsevier ER -
< ref name="organisciak22robin">{{cite journal |last1=Organisciak |first1=Daniel |last2=Shum |first2=Hubert P. H. |last3=Nwoye |first3=Ephraim |last4=Woo |first4=Wai Lok |title=RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis |journal=Expert Systems with Applications |date=2022 |volume=201 |pages=117158 |doi=10.1016/j.eswa.2022.117158 |issn=0957-4174 |publisher=Elsevier |url=https://arxiv.org/abs/2203.17085 }}< /ref>
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum, "Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention," in BHI '21: Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics, pp. 1-4, IEEE, Jul 2021.
Bibtex
@inproceedings{zhu21interpreting, author={Zhu, Manli and Men, Qianhui and Ho, Edmond S. L. and Leung, Howard and Shum, Hubert P. H.}, booktitle={Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics}, series={BHI '21}, title={Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention}, year={2021}, month={7}, pages={1--4}, numpages={4}, doi={10.1109/BHI50953.2021.9508619}, issn={2641-3604}, publisher={IEEE}, }
RIS
TY - CONF AU - Zhu, Manli AU - Men, Qianhui AU - Ho, Edmond S. L. AU - Leung, Howard AU - Shum, Hubert P. H. T2 - Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics TI - Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention PY - 2021 Y1 - 7 2021 SP - 1 EP - 4 DO - 10.1109/BHI50953.2021.9508619 SN - 2641-3604 PB - IEEE ER -
Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang and Hubert P. H. Shum, "Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video," in MICCAI '22: Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention, pp. 489-499, Singapore, Singapore, Springer, Sep 2022.
Bibtex
@inproceedings{zhang22posebased, author={Zhang, Haozheng and Ho, Edmond S. L. and Zhang, Francis Xiatian and Shum, Hubert P. H.}, booktitle={Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention}, series={MICCAI '22}, title={Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video}, year={2022}, month={9}, pages={489--499}, numpages={11}, doi={10.1007/978-3-031-16440-8_47}, isbn={978-3-031-16439-2}, publisher={Springer}, location={Singapore, Singapore}, }
RIS
TY - CONF AU - Zhang, Haozheng AU - Ho, Edmond S. L. AU - Zhang, Francis Xiatian AU - Shum, Hubert P. H. T2 - Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention TI - Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video PY - 2022 Y1 - 9 2022 SP - 489 EP - 499 DO - 10.1007/978-3-031-16440-8_47 SN - 978-3-031-16439-2 PB - Springer ER -
< ref name="zhang22posebased">{{cite conference |last1=Zhang |first1=Haozheng |last2=Ho |first2=Edmond S. L. |last3=Zhang |first3=Francis Xiatian |last4=Shum |first4=Hubert P. H. |title=Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video |date=2022 |pages=489--499 |doi=10.1007/978-3-031-16440-8_47 |isbn=978-3-031-16439-2 |publisher=Springer |url=https://arxiv.org/abs/2207.06828 }}< /ref>
Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin and Xiaohui Liang, "A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis," IEEE Transactions on Visualization and Computer Graphics, vol. 29, no. 5, pp. 2456-2466, Shanghai, China, IEEE, 2023.
Bibtex
@article{zhou23video, author={Zhou, Kanglei and Cai, Ruizhi and Ma, Yue and Tan, Qingqing and Wang, Xinning and Li, Jianguo and Shum, Hubert P. H. and Li, Frederick W. B. and Jin, Song and Liang, Xiaohui}, journal={IEEE Transactions on Visualization and Computer Graphics}, series={VR '24}, title={A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis}, year={2023}, volume={29}, number={5}, pages={2456--2466}, numpages={11}, doi={10.1109/TVCG.2023.3247092}, issn={1941-0506}, publisher={IEEE}, location={Shanghai, China}, }
RIS
TY - JOUR AU - Zhou, Kanglei AU - Cai, Ruizhi AU - Ma, Yue AU - Tan, Qingqing AU - Wang, Xinning AU - Li, Jianguo AU - Shum, Hubert P. H. AU - Li, Frederick W. B. AU - Jin, Song AU - Liang, Xiaohui T2 - IEEE Transactions on Visualization and Computer Graphics TI - A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis PY - 2023 VL - 29 IS - 5 SP - 2456 EP - 2466 DO - 10.1109/TVCG.2023.3247092 SN - 1941-0506 PB - IEEE ER -
Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth and Hubert P. H. Shum, "A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip," in BHI '22: Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics, pp. 1-4, Ioannina, Greece, IEEE, Sep 2022.
Bibtex
@inproceedings{chen22feasibility, author={Chen, Shuang and Atapour-Abarghouei, Amir and Kerby, Jane and Ho, Edmond S. L. and Sainsbury, David C. G. and Butterworth, Sophie and Shum, Hubert P. H.}, booktitle={Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics}, series={BHI '22}, title={A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip}, year={2022}, month={9}, pages={1--4}, numpages={4}, doi={10.1109/BHI56158.2022.9926917}, publisher={IEEE}, location={Ioannina, Greece}, }
RIS
TY - CONF AU - Chen, Shuang AU - Atapour-Abarghouei, Amir AU - Kerby, Jane AU - Ho, Edmond S. L. AU - Sainsbury, David C. G. AU - Butterworth, Sophie AU - Shum, Hubert P. H. T2 - Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics TI - A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip PY - 2022 Y1 - 9 2022 SP - 1 EP - 4 DO - 10.1109/BHI56158.2022.9926917 PB - IEEE ER -
< ref name="chen22feasibility">{{cite conference |last1=Chen |first1=Shuang |last2=Atapour-Abarghouei |first2=Amir |last3=Kerby |first3=Jane |last4=Ho |first4=Edmond S. L. |last5=Sainsbury |first5=David C. G. |last6=Butterworth |first6=Sophie |last7=Shum |first7=Hubert P. H. |title=A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip |date=2022 |pages=1--4 |doi=10.1109/BHI56158.2022.9926917 |publisher=IEEE |url=https://arxiv.org/abs/2208.01149 }}< /ref>
Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho and Hubert P. H. Shum, "INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network," Software Impacts, vol. 17, pp. 100517, Elsevier, 2023.
Bibtex
@article{chen23inclg, author={Chen, Shuang and Atapour-Abarghouei, Amir and Ho, Edmond S. L. and Shum, Hubert P. H.}, journal={Software Impacts}, series={SIMPAC '24}, title={INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network}, year={2023}, volume={17}, pages={100517}, numpages={4}, doi={10.1016/j.simpa.2023.100517}, publisher={Elsevier}, }
RIS
TY - JOUR AU - Chen, Shuang AU - Atapour-Abarghouei, Amir AU - Ho, Edmond S. L. AU - Shum, Hubert P. H. T2 - Software Impacts TI - INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network PY - 2023 VL - 17 SP - 100517 EP - 100517 DO - 10.1016/j.simpa.2023.100517 PB - Elsevier ER -
Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang, Silvia Del Din and Hubert P. H. Shum, "Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video," International Journal of Computer Assisted Radiology and Surgery, vol. 19, pp. 831-840, Springer, 2024.
Bibtex
@article{zhang24pose, author={Zhang, Haozheng and Ho, Edmond S. L. and Zhang, Francis Xiatian and Din, Silvia Del and Shum, Hubert P. H.}, journal={International Journal of Computer Assisted Radiology and Surgery}, title={Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video}, year={2024}, volume={19}, pages={831--840}, numpages={10}, doi={10.1007/s11548-023-03052-4}, issn={1861-6429}, publisher={Springer}, }
RIS
TY - JOUR AU - Zhang, Haozheng AU - Ho, Edmond S. L. AU - Zhang, Francis Xiatian AU - Din, Silvia Del AU - Shum, Hubert P. H. T2 - International Journal of Computer Assisted Radiology and Surgery TI - Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video PY - 2024 VL - 19 SP - 831 EP - 840 DO - 10.1007/s11548-023-03052-4 SN - 1861-6429 PB - Springer ER -
< ref name="zhang24pose">{{cite journal |last1=Zhang |first1=Haozheng |last2=Ho |first2=Edmond S. L. |last3=Zhang |first3=Francis Xiatian |last4=Din |first4=Silvia Del |last5=Shum |first5=Hubert P. H. |title=Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video |journal=International Journal of Computer Assisted Radiology and Surgery |date=2024 |volume=19 |pages=831--840 |doi=10.1007/s11548-023-03052-4 |issn=1861-6429 |publisher=Springer |url=https://arxiv.org/abs/2312.13776 }}< /ref>
Tackling Data Bias in Painting Classification with Style Transfer Proceedings of the 2023 International Conference on Computer Vision Theory and Applications (VISAPP), 2023 Mridula Vijendran, Frederick W. B. Li and Hubert P. H. Shum Topics: Face Modelling, Responsible AI, Artwork Analysis Webpage DOI arXiv Cite This Plain Text
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.
Bibtex
@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}, }
RIS
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 -
< ref name="vijendran23tackling">{{cite conference |last1=Vijendran |first1=Mridula |last2=Li |first2=Frederick W. B. |last3=Shum |first3=Hubert P. H. |title=Tackling Data Bias in Painting Classification with Style Transfer |date=2023 |pages=250--261 |doi=10.5220/0011776600003417 |issn=2184-4321 |isbn=978-989-758-634-7 |publisher=SciTePress |url=https://arxiv.org/abs/2301.02524 }}< /ref>
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.
Bibtex
@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}, }
RIS
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 -
< ref name="vijendran24stsaclf">{{cite book |last1=Vijendran |first1=Mridula |last2=Li |first2=Frederick W. B. |last3=Deng |first3=Jingjing |last4=Shum |first4=Hubert P. H. |title=Communications in Computer and Information Science |chapter=ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification |date=2024 |pages=181--205 |doi=10.1007/978-3-031-66743-5_9 |isbn=978-3-031-66743-5 |publisher=Springer |url=https://arxiv.org/abs/2408.01827 }}< /ref>