Browse by Northumbria Author

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

Sathish, Vidya Rohini Konanur, Woo, Wai Lok and Ho, Edmond (2023) Predicting Sleeping Quality using Convolutional Neural Networks. In: Advances in Cybersecurity, Cybercrimes, and Smart Emerging Technologies. Engineering Cyber-Physical Systems and Critical Infrastructures (4). Springer, Cham, Switzerland. ISBN 9783031211003, 9783031211850, 9783031211010

Crosato, Luca, Shum, Hubert P. H., Ho, Edmond and Wei, Chongfeng (2023) Interaction-aware Decision-making for Automated Vehicles using Social Value Orientation. IEEE Transactions on Intelligent Vehicles, 8 (2). pp. 1339-1349. ISSN 2379-8858

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

Zhu, Manli, Men, Qianhui, Ho, Edmond, Leung, Howard and Shum, Hubert P. H. (2022) A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction. Journal of Medical Systems, 46 (11). p. 76. ISSN 1573-689X

Wei, Wei, Ho, Edmond, McCay, Kevin, Damaševičius, Robertas, Maskeliūnas, Rytis and Esposito, Anna (2022) Assessing Facial Symmetry and Attractiveness using Augmented Reality. Pattern Analysis and Applications, 25 (3). pp. 635-651. ISSN 1433-7541

Zhang, Haozheng, Shum, Hubert P.H. and Ho, Edmond (2022) Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks. In: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE, Piscataway, NJ, pp. 1619-1625. ISBN 9781728127828

Marchetti, Marco and Ho, Edmond (2022) Improving Deep Learning Model Robustness Against Adversarial Attack by Increasing the Network Capacity. In: The International conference on Cybersecurity, Cybercrimes, and Smart Emerging Technologies CCSET2022. CCSET2022. (In Press)

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, Shum, Hubert P.H., Ho, Edmond S.L. and Leung, Howard (2022) GAN-based reactive motion synthesis with class-aware discriminators for human-human interaction. Computers and Graphics, 102. pp. 634-645. ISSN 0097-8493

McCay, Kevin, Hu, Pengpeng, Shum, Hubert P. H., Woo, Wai Lok, Marcroft, Claire, Embleton, Nicholas D., Munteanu, Adrian and Ho, Edmond (2022) A Pose-based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30. pp. 8-19. ISSN 1534-4320

Thakur, Dipanwita, Biswas, Suparna, Ho, Edmond and Chattopadhyay, Samiran (2022) ConvAE-LSTM: Convolutional Autoencoder Long Short-Term Memory Network for Smartphone-Based Human Activity Recognition. IEEE Access, 10. pp. 4137-4156. ISSN 2169-3536

Hu, Pengpeng, Ho, Edmond and Munteanu, Adrian (2022) 3DBodyNet: Fast Reconstruction of 3D Animatable Human Body Shape from a Single Commodity Depth Camera. IEEE Transactions on Multimedia, 24. pp. 2139-2149. ISSN 1520-9210

Ho, Edmond S.L. (2022) Data Security Challenges in Deep Neural Network for Healthcare IoT Systems. In: Security and Privacy Preserving for IoT and 5G Networks: Techniques, Challenges, and New Directions. Studies in Big Data, 95 . Springer, Cham, Switzerland, pp. 19-37. ISBN 9783030854270, 9783030854300, 9783030854287

Crosato, Luca, Wei, Chongfeng, Ho, Edmond and Shum, Hubert P.H. (2021) Human-centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO. In: 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS 2021). IEEE, Piscataway, US, pp. 85-90. ISBN 9781665401715, 9781665401708

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

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

McCay, Kevin D., Ho, Edmond, Sakkos, Dimitris, Woo, Wai Lok, Marcroft, Claire, Dulson, Patricia and Embleton, Nicholas D. (2021) Towards Explainable Abnormal Infant Movements Identification: A Body-part Based Prediction and Visualisation Framework. In: 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI). IEEE EMBS International Conference on Biomedical and Health Informatics . IEEE, Piscataway, p. 9508603. ISBN 9781665403580, 9781665447706

Sakkos, Dimitrios, McCay, Kevin D., Marcroft, Claire, Embleton, Nicholas D., Chattopadhyay, Samiran and Ho, Edmond S. L. (2021) Identification of Abnormal Movements in Infants: A Deep Neural Network for Body Part-based Prediction of Cerebral Palsy. IEEE Access, 9. pp. 94281-94292. ISSN 2169-3536

Chan, Jacky C. P. and Ho, Edmond (2021) Emotion Transfer for 3D Hand and Full Body Motion using StarGAN. Computers, 10 (3). p. 38. ISSN 2073-431X

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

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

Chazhoor, Anthony Ashwin Peter, Zhu, Manli, Ho, Edmond S L., Gao, Bin and Woo, Wai Lok (2021) Classification of different types of plastics using Deep Transfer Learning. In: Proceedings of the 2nd International Conference on Robotics, Computer Vision and Intelligent Systems - ROBOVIS. SciTePress, Science and Technology Publications, Setúbal, Portugal, pp. 190-195. ISBN 9781713840077, 9789897585371

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

Hammad, Mohamed, Iliyasu, Abdullah M., Subasi, Abdulhamit, Ho, Edmond and El-Latif, Ahmed A Abd (2020) A Multitier Deep Learning Model for Arrhythmia Detection. IEEE Transactions on Instrumentation and Measurement, 70. p. 9239355. ISSN 0018-9456

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

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

Kulikajevas, Audrius, Maskeliūnas, Rytis, Damaševičius, Robertas and Ho, Edmond (2020) 3D Object Reconstruction from Imperfect Depth Data Using Extended YOLOv3 Network. Sensors, 20 (7). p. 2025. ISSN 1424-8220

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

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

Chan, Jacky C. P., Irimia, Ana-Sabina and Ho, Edmond (2020) Emotion Transfer for 3D Hand Motion using StarGAN. In: Computer Graphics & Visual Computing (CGVC) 2020. The Eurographics Association, Geneva, p. 20201146. ISBN 9783038681229

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

Chan, Jacky C. P., Shum, Hubert P. H., Wang, He, Yi, Li, Wei, Wei and Ho, Edmond (2019) A Generic Framework for Editing and Synthesizing Multimodal Data with Relative Emotion Strength. Computer Animation and Virtual Worlds, 30 (6). e1871. ISSN 1546-4261

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

Irimia, Ana-Sabina, Chan, Jacky C. P., Mistry, Kamlesh, Wei, Wei and Ho, Edmond (2019) Emotion Transfer for Hand Animation. 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. 41. 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, Pengpeng, Ho, Edmond S. L., Aslam, Nauman, Shum, Hubert P. H. and Komura, Taku (2019) A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking. Textile Research Journal, 89 (19-20). pp. 4148-4161. ISSN 0040-5175

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

McCay, Kevin, Ho, Edmond, Marcroft, Claire and Embleton, Nicholas D. (2019) Establishing Pose Based Features Using Histograms for the Detection of Abnormal Infant Movements. In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (EMBC 2019): Berlin, Germany, July 23-27, 2019. IEEE, Piscataway, NJ, pp. 5469-5472. ISBN 9781538613122, 9781538613115

Xu, Shoujiang, Ho, Edmond S. L. and Shum, Hubert P. H. (2019) A hybrid metaheuristic navigation algorithm for robot path rolling planning in an unknown environment. Mechatronic Systems and Control, 47 (4). pp. 216-224. ISSN 1925-5810

Sakkos, Dimitrios, Ho, Edmond S. L. and Shum, Hubert P. H. (2019) Illumination-aware Multi-task GANs for Foreground Segmentation. IEEE Access, 7. pp. 10976-10986. ISSN 2169-3536

Flinton, Christopher, Anderson, Philip, Shum, Hubert P. H. and Ho, Edmond S. L. (2019) NETIVAR: NETwork Information Visualization based on Augmented Reality. In: 2018 12th International Conference on Software, Knowledge, Information Management & Applications (SKIMA): Phnom Penh, Cambodia 3 – 5 December 2018. IEEE, Piscataway, NJ, pp. 62-70. ISBN 9781538691427, 9781538691410

Stef, Andreea, Perera, Kaveen, Shum, Hubert P. H. and Ho, Edmond S. L. (2019) Synthesizing Expressive Facial and Speech Animation by Text-to-IPA Translation with Emotion Control. In: 2018 12th International Conference on Software, Knowledge, Information Management & Applications (SKIMA): Phnom Penh, Cambodia 3 – 5 December 2018. IEEE, Piscataway, NJ, pp. 70-78. ISBN 9781538691427, 9781538691410

Rueangsirarak, Worasak, Zhang, Jingtian, Aslam, Nauman, Ho, Edmond S. L. and Shum, Hubert P. H. (2018) Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26 (12). pp. 2387-2396. ISSN 1534-4320

Shen, Yijun, Henry, Joseph, Wang, He, Ho, Edmond S. L., Komura, Taku and Shum, Hubert P. H. (2018) Data-Driven Crowd Motion Control with Multi-touch Gestures. Computer Graphics Forum, 37 (6). pp. 382-394. ISSN 1467-8659

Ho, Edmond, McCay, Kevin, Shum, Hubert P. H., Yang, Longzhi, Sainsbury, David and Hodgkinson, Peter (2018) Patient Assessment Assistant Using Augmented Reality. In: British Council - NSFC Newton Researcher Links Workshop on Health and Well-being through VR and AR, 28-30 Jun 2018, Xi'an, China.

Shen, Yijun, Wang, He, Ho, Edmond S. L., Yang, Longzhi and Shum, Hubert P. H. (2017) Posture-based and Action-based Graphs for Boxing Skill Visualization. Computers and Graphics, 69. pp. 104-115. ISSN 0097-8493

Xu, Shoujiang, Ho, Edmond S. L., Aslam, Nauman and Shum, Hubert P. H. (2017) Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video. In: Proceedings of the 11th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2017: Malabe, Sri Lanka, 6-8 December 2017. International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA (2017). IEEE, Piscataway, NJ, p. 8294092. ISBN 9781538646038, 9781538646021

Ho, Edmond S. L., Shum, Hubert P. H., Wang, He and Yi, Li (2017) Synthesizing Motion with Relative Emotion Strength. In: SIGGRAPH Asia 2017 - Workshop on Data-Driven Animation Techniques, 27 November 2017, Bangkok, Thailand.

Ho, Edmond S. L. and Yuen, Pong (2016) Real-Time Full-Body Pose Synthesis and Editing. In: Handbook of Human Motion. Springer, pp. 1-16. ISBN 978-3-319-30808-1

Shum, Hubert P. H., Wang, He, Ho, Edmond S. L. and Komura, Taku (2016) SkillVis: a visualization tool for boxing skill assessment. In: Motion in Games 2016, 10th - 12th October 2016, San Francisco.

Ho, Edmond S. L., Chan, Jacky, Chan, Donald, Shum, Hubert P. H., Cheung, Yiu-ming and Yuen, Pong C. (2016) Improving posture classification accuracy for depth sensor-based human activity monitoring in smart environments. Computer Vision and Image Understanding, 148. pp. 97-110. ISSN 1077-3142

Ho, Edmond S. L., Chan, Jacky, Cheung, Yiu-ming and Yuen, Pong C. (2015) Modeling Spatial Relations of Human Body Parts for Indexing and Retrieving Close Character Interactions. In: VRST '15 - 21st ACM Symposium on Virtual Reality Software and Technology, 13th - 15th Nov 2015, Beijing, China.

Wang, He, Ho, Edmond S. L. and Komura, Taku (2015) An Energy-Driven Motion Planning Method for Two Distant Postures. IEEE Transactions on Visualization and Computer Graphics, 21 (1). pp. 18-30. ISSN 1077-2626

Ho, Edmond S. L., Wang, He and Komura, Taku (2014) A Multi-resolution Approach for Adapting Close Character Interaction. In: VRST '14 - 20th ACM Symposium on Virtual Reality Software and Technology, 11th - 13th November 2014, Edinburgh, UK.

Shum, Hubert P. H., Hoyet, Ludovic, Ho, Edmond S. L., Komura, Taku and Multon, Franck (2014) Natural preparation behaviour synthesis. Computer Animation and Virtual Worlds, 25 (5-6). pp. 531-542. ISSN 1546-4261

Shum, Hubert P. H., Ho, Edmond S. L., Jiang, Yi and Takagi, Shu (2013) Real-time posture reconstruction for Microsoft Kinect. IEEE Transactions on Cybernetics, 43 (5). pp. 1357-1369. ISSN 2168-2267

Ho, Edmond S. L., Chan, Jacky C. P., Komura, Taku and Leung, Howard (2013) Interactive partner control in close interactions for real-time applications. ACM Transactions on Multimedia Computing, Communications, and Applications, 9 (3). pp. 1-19. ISSN 1551-6857

Ho, Edmond S. L. and Shum, Hubert P. H. (2013) Motion adaptation for humanoid robots in constrained environments. In: ICRA '13: Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 6-10 May 2013, Karlsruhe, Germany.

Shum, Hubert P. H., Hoyet, Ludovic, Ho, Edmond S. L., Komura, Taku and Multon, Franck (2013) Preparation behaviour synthesis with reinforcement learning. In: CASA '13: Proceedings of the 2013 International Conference on Computer Animation and Social Agents, 16-18 May 2013, Istanbul, Turkey.

Shum, Hubert P. H. and Ho, Edmond S. L. (2012) Real-time physical modelling of character movements with Microsoft Kinect. In: VRST '12: Proceedings of the 2012 ACM symposium on Virtual reality software and technology, 10-12 December 2012, Toronto, Canada.

Ho, Edmond S. L. and Komura, Taku (2011) A finite state machine based on topology coordinates for wrestling games. Computer Animation and Virtual Worlds, 22 (5). pp. 435-443. ISSN 1546-4261

Ho, Edmond S. L., Komura, Taku, Ramamoorthy, Subramanian and Vijayakumar, S. (2010) Controlling humanoid robots in topology coordinates. In: 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 18th - 22nd October 2010, Taipei, Taiwan.

Ho, Edmond S. L., Komura, Taku and Tai, Chiew-Lan (2010) Spatial relationship preserving character motion adaptation. ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2008, 29 (4). ISSN 0730-0301

Ho, Edmond S. L. and Komura, Taku (2009) Real-Time Character Control for Wrestling Games. In: MIG 2009 - Second International Workshop on Motion in Games, 21st - 24th November 2009, Zeist, the Netherlands.

Ho, Edmond S. L. and Komura, Taku (2009) Indexing and Retrieving Motions of Characters in Close Contact. IEEE Transactions on Visualization and Computer Graphics, 15 (3). pp. 481-492. ISSN 1077-2626

Ho, Edmond S. L. and Komura, Taku (2009) Character Motion Synthesis by Topology Coordinates. Computer Graphics Forum, 28 (2). pp. 299-308. ISSN 0167-7055

Komura, Taku, Shum, Hubert P. H. and Ho, Edmond S. L. (2008) Simulating interactions of characters. In: Motion in Games. MIG 2008. Lecture Notes in Computer Science, 5277 . Springer, Berlin, Heidelberg, pp. 94-103. ISBN 978-3-540-89219-9