Items where Author is "Shum, Hubert"

Article

Sakkos, Dimitris, Ho, Edmond, Shum, Hubert and Elvin, Garry (2023) Image Editing based Data Augmentation for Illumination-insensitive Background Subtraction. Journal of Enterprise Information Management, 36 (3). pp. 818-838. ISSN 1741-0398

Hartley, John, Shum, Hubert, Ho, Edmond, Wang, He and Ramamoorthy, Subramanian (2022) Formation control for UAVs using a Flux Guided approach. Expert Systems with Applications, 205. p. 117665. ISSN 0957-4174

Organisciak, Daniel, Shum, Hubert, Nwoye, Ephraim and Woo, Wai Lok (2022) RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis. Expert Systems with Applications, 201. p. 117158. ISSN 0957-4174

Nozawa, Naoiki, Shum, Hubert, Feng, Qi, Ho, Edmond and Morishima, Shigeo (2022) 3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning. The Visual Computer, 38 (4). pp. 1317-1330. ISSN 0178-2789

Men, Qianhui, Ho, Edmond, Shum, Hubert and Leung, Howard (2021) A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction. IEEE Transactions on Circuits and Systems for Video Technology, 31 (9). pp. 3417-3432. ISSN 1051-8215

Wang, He, Ho, Edmond, Shum, Hubert and Zhu, Zhanxing (2021) Spatio-temporal Manifold Learning for Human Motions via Long-horizon Modeling. IEEE Transactions on Visualization and Computer Graphics, 27 (1). 216 -227. ISSN 1077-2626

Kar, Arindam, Pramanik, Sourav, Chakraborty, Arghya, Bhattacharjee, Debotosh, Ho, Edmond and Shum, Hubert (2021) LMZMPM: Local Modified Zernike Moment Per-unit Mass for Robust Human Face Recognition. IEEE Transactions on Information Forensics and Security, 16. pp. 495-509. ISSN 1556-6013

Hu, Yuan, Shum, Hubert and Ho, Edmond (2020) Multi-task Deep Learning with Optical Flow Features for Self-Driving Cars. IET Intelligent Transport Systems, 14 (13). pp. 1845-1854. ISSN 1751-956X

Zhang, Zili, Ma, Yue, Li, Yunfei, Li, Frederick W.B., Shum, Hubert, Yang, Bailin, Guo, Jing and Liang, Xiaohui (2020) Cumuliform cloud formation control using parameter-predicting convolutional neural network. Graphical Models, 111. p. 101083. ISSN 1524-0703

Hu, Shanfeng, Shum, Hubert, Aslam, Nauman, Li, Frederick and Liang, Xiaohui (2020) A Unified Deep Metric Representation for Mesh Saliency Detection and Non-rigid Shape Matching. IEEE Transactions on Multimedia, 22 (9). pp. 2278-2292. ISSN 1520-9210

Hu, Shanfeng, Liang, Xiaohui, Shum, Hubert, Li, Frederick and Aslam, Nauman (2020) Sparse Metric-based Mesh Saliency. Neurocomputing, 400. pp. 11-23. ISSN 0925-2312

Huang, Ying, Shum, Hubert, Ho, Edmond and Aslam, Nauman (2020) High-speed Multi-person Pose Estimation with Deep Feature Transfer. Computer Vision and Image Understanding, 197198. p. 103010. ISSN 1077-3142

Shen, Yi, Yang, Longzhi, Ho, Edmond and Shum, Hubert (2020) Interaction-based Human Activity Comparison. IEEE Transactions on Visualization and Computer Graphics, 26 (8). pp. 2620-2633. ISSN 1077-2626

Feng, Qi, Shum, Hubert, Shimamura, Ryo and Morishima, Shigeo (2020) Foreground-aware Dense Depth Estimation for 360 Images. Journal of WSCG, 28 (1-2). pp. 79-88. ISSN 1213-6972

Shao, Ling, Shum, Hubert and Hospedales, Timothy (2020) Editorial: Special Issue on Machine Vision with Deep Learning. International Journal of Computer Vision, 128 (4). pp. 771-772. ISSN 0920-5691

Ho, Edmond, McCay, Kevin, Shum, Hubert, Fehringer, Gerhard, Marcroft, Claire and Embleton, Nicholas (2020) Abnormal Infant Movements Classification With Deep Learning on Pose-Based Features. IEEE Access, 8. pp. 51582-51592. ISSN 2169-3536

Organisciak, Daniel, Sakkos, Dimitris, Ho, Edmond, Aslam, Nauman and Shum, Hubert (2020) Unifying Person and Vehicle Re-Identification. IEEE Access, 8. pp. 115673-115684. ISSN 2169-3536

Organisciak, Daniel, Riachy, Chirine, Aslam, Nauman and Shum, Hubert (2019) Triplet Loss with Channel Attention for Person Re-identification. Journal of WSCG, 27 (2). pp. 161-169. ISSN 1213-6972

Tan, Yao, Shum, Hubert, Chao, Fei, Vijayakumar, V. and Yang, Longzhi (2019) Curvature-Based Sparse Rule Base Generation for Fuzzy Rule Interpolation. Journal of Intelligent and Fuzzy Systems, 36 (5). pp. 4201-4214. ISSN 1064-1246

Book Section

Zhu, Manli, Men, Qianhui, Ho, Edmond, Leung, Howard and Shum, Hubert (2021) Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention. In: 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI). IEEE EMBS International Conference on Biomedical and Health Informatics . IEEE, Piscataway, p. 9508619. ISBN 9781665403580, 9781665447706

Organisciak, Daniel, Ho, Edmond and Shum, Hubert (2021) Makeup Style Transfer on Low-quality Images with Weighted Multi-scale Attention. In: 2020 25th International Conference on Pattern Recognition (ICPR 2020): Milan, Italy, 10-15 January 2021. Proceedings of the International Conference on Pattern Recognition (ICPR) . IEEE, Piscataway, NJ, pp. 6011-6018. ISBN 9781728188096, 9781728188089

Men, Qianhui, Ho, Edmond, Shum, Hubert and Leung, Howard (2021) A Two-Stream Recurrent Network for Skeleton-based Human Interaction Recognition. In: 2020 25th International Conference on Pattern Recognition (ICPR 2020): Milan, Italy, 10-15 January 2021. Proceedings of the International Conference on Pattern Recognition (ICPR) . IEEE, Piscataway, NJ, pp. 2771-2778. ISBN 9781728188096, 9781728188089

Nozawa, Naoiki, Shum, Hubert, Ho, Edmond and Morishima, Shigeo (2020) Single Sketch Image based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning. In: Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2020) - Volume 1: GRAPP. SciTePress, pp. 179-190. ISBN 9789897584022

Nozawa, Naoiki, Shum, Hubert, Ho, Edmond and Morishima, Shigeo (2019) 3D Car Shape Reconstruction from a Single Sketch Image. In: Proceedings - MIG 2019: ACM Conference on Motion, Interaction, and Games: Newcastle upon Tyne, England, October 28-30, 2019. Association for Computing Machinery, New York, p. 37. ISBN 9781450369947

Iwamoto, Naoya, Shum, Hubert, Asahina, Wakana and Morishima, Shigeo (2019) Automatic Sign Dance Synthesis from Gesture-based Sign Language. In: Motion, Interaction and Games (MIG ’19): October 28–30, 2019, Newcastle upon Tyne, United Kingdom ; proceedings. ACM, New York, USA, pp. 1-9. ISBN 9781450369947

Zhang, Jingtian, Shum, Hubert, McCay, Kevin and Ho, Edmond (2019) Prior-less 3D Human Shape Reconstruction with an Earth Mover’s Distance Informed CNN. In: Proceedings - MIG 2019: ACM Conference on Motion, Interaction, and Games: Newcastle upon Tyne, England, October 28-30, 2019. Association for Computing Machinery, New York, p. 44. ISBN 9781450369947

Hall, Jake, Chan, Jacky C. P., Shum, Hubert and Ho, Edmond (2019) An interactive motion analysis framework for diagnosing and rectifying potential injuries caused through resistance training. In: Proceedings - MIG 2019: ACM Conference on Motion, Interaction, and Games: Newcastle upon Tyne, England, October 28-30, 2019. Association for Computing Machinery, New York, p. 39. ISBN 9781450369947

Hu, Shanfeng, Shum, Hubert and Mucherino, Antonio (2019) DSPP: Deep Shape and Pose Priors of Humans. In: MIG '19: Motion, Interaction and Games: October 28–30, 2019, Newcastle upon Tyne, United Kingdom. Association for Computing Machinery, New York, pp. 1-6. ISBN 9781450369947

Sakkos, Dimitrios, Shum, Hubert and Ho, Edmond (2019) Illumination-Based Data Augmentation for Robust Background Subtraction. In: Proceedings of the 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA): Island of Ulkulhas, Maldives, 26-28 August 2019. IEEE, Piscataway, NJ. ISBN 9781728127422, 9781728127415, 9781728127408

Rueangsirarak, Worasak, Uttama, Surapong, Kaewkaen, Kitchana and Shum, Hubert (2019) Identifying Abnormal Gait in Older People during Multiple-Tasks Assessment with Audio-Visual Cues. In: 2018 15th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON): Chiang Rai, Thailand 18-21 July 2018. IEEE, Piscataway, NJ, pp. 780-783. ISBN 9781538635568, 9781538635551

Li, Jie, Qu, Yanpeng, Chao, Fei, Shum, Hubert, Ho, Edmond and Yang, Longzhi (2018) Machine Learning Algorithms for Network Intrusion Detection. In: AI in Cybersecurity. Springer, pp. 151-179. ISBN 978-3-319-98841-2

Conference or Workshop Item

Feng, Qi, Shum, Hubert and Morishima, Shigeo (2018) Resolving Occlusion for 3D Object Manipulation with Hands in Mixed Reality. In: VRST 2018 - 24th ACM Symposium on Virtual Reality Software and Technology, 28th November - 1st December 2018, Tokyo, Japan.

Zuo, Zheming, Organisciak, Daniel, Shum, Hubert and Yang, Longzhi (2018) Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vector for Visual Action Recognition. In: BMVC 2018 - British Machine Vision Conference, 3rd - 6th September 2018, Newcastle upon Tyne, UK.

Feng, Qi, Shum, Hubert and Morishima, Shigeo (2018) Occlusion for 3D Object Manipulation with Hands in Augmented Reality. In: MIRU 2018 - 21st Meeting on Image Recognition and Understanding, 5th - 8th August 2018, Sapporo, Japan.