Modelling Human Motion for Synthesis and Recognition with Deep Learning on Surface Features

Shum, Hubert (PI)

Computer and Information Sciences Department

6 Article
1 Preprint

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2022
3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning
Nozawa, N., Shum, H., Feng, Q., Ho, E. S. L. & Morishima, S., 1 Apr 2022, In: The Visual Computer. 38, 4, p. 1317–1330 14 p.
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16 Citations (Scopus)

93 Downloads (Pure)
2020
Abnormal Infant Movements Classification with Deep Learning on Pose-based Features
Ho, E. S. L., McCay, K., Shum, H. P. H., Fehringer, G., Marcroft, C. & Embleton, N., 24 Mar 2020, In: IEEE Access. 8, p. 51582-51592 11 p., 9034058.
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59 Citations (Scopus)

129 Downloads (Pure)
Multi-task Deep Learning with Optical Flow Features for Self-Driving Cars
Hu, Y., Shum, H. & Ho, E. S. L., 1 Dec 2020, In: IET Intelligent Transport Systems. 14, 13, p. 1845-1854 10 p.
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4 Citations (Scopus)

459 Downloads (Pure)
2019
A Secure Authentication Protocol for Multi-server-based e-Healthcare using a Fuzzy Commitment Scheme
Barman, S., Shum, H. P. H., Chattopadhyay, S. & Samanta, D., 21 Jan 2019, In: IEEE Access. 7, p. 12557-12574
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Open Access
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54 Citations (Scopus)

155 Downloads (Pure)
Illumination-aware Multi-task GANs for Foreground Segmentation
Sakkos, D., Ho, E. & Shum, H. P. H., 4 Feb 2019, In: IEEE Access. 7, p. 10976-10986
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Open Access
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26 Citations (Scopus)

49 Downloads (Pure)
2018
Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait
Rueangsirarak, W., Zhang, J., Aslam, N., Ho, E. S. L. & Shum, H. P. H., Dec 2018, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 26, 12, p. 2387-2396
Research output: Contribution to journal › Article › peer-review

Open Access
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19 Citations (Scopus)

29 Downloads (Pure)

Modelling Human Motion for Synthesis and Recognition with Deep Learning on Surface Features

Research output

Search results

3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning

Abnormal Infant Movements Classification with Deep Learning on Pose-based Features

Multi-task Deep Learning with Optical Flow Features for Self-Driving Cars

A Secure Authentication Protocol for Multi-server-based e-Healthcare using a Fuzzy Commitment Scheme

Illumination-aware Multi-task GANs for Foreground Segmentation

Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait