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Junming Fan
Junming Fan
connect.polyu.hk의 이메일 확인됨
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Hms-net: Hierarchical multi-scale sparsity-invariant network for sparse depth completion
Z Huang, J Fan, S Cheng, S Yi, X Wang, H Li
IEEE Transactions on Image Processing 29, 3429-3441, 2019
1892019
Vision-based holistic scene understanding towards proactive human–robot collaboration
J Fan, P Zheng, S Li
Robotics and Computer-Integrated Manufacturing 75, 102304, 2022
1622022
Toward proactive human–robot collaborative assembly: A multimodal transfer-learning-enabled action prediction approach
S Li, P Zheng, J Fan, L Wang
IEEE Transactions on Industrial Electronics 69 (8), 8579-8588, 2021
1122021
Transfer learning-enabled action recognition for human-robot collaborative assembly
S Li, J Fan, P Zheng, L Wang
Procedia CIRP 104, 1795-1800, 2021
362021
An integrated hand-object dense pose estimation approach with explicit occlusion awareness for human-robot collaborative disassembly
J Fan, P Zheng, S Li, L Wang
IEEE Transactions on Automation Science and Engineering, 2022
312022
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers
X Zhang, J Fan, T Peng, P Zheng, CKM Lee, R Tang
Advanced Engineering Informatics 53, 101690, 2022
242022
A collaborative intelligence-based approach for handling human-robot collaboration uncertainties
P Zheng, S Li, J Fan, C Li, L Wang
CIRP annals 72 (1), 1-4, 2023
222023
A vision-based human digital twin modeling approach for adaptive human–robot collaboration
J Fan, P Zheng, CKM Lee
Journal of Manufacturing Science and Engineering 145 (12), 121002, 2023
202023
Multimodal data-based deep learning model for sitting posture recognition toward office workers’ health promotion
X Zhang, J Fan, T Peng, P Zheng, X Zhang, R Tang
Sensors and Actuators A: Physical 350, 114150, 2023
172023
An LLM-based vision and language cobot navigation approach for Human-centric Smart Manufacturing
T Wang, J Fan, P Zheng
Journal of Manufacturing Systems, 2024
162024
Dynamic scene graph for mutual-cognition generation in proactive human-robot collaboration
S Li, P Zheng, Z Wang, J Fan, L Wang
Procedia CIRP 107, 943-948, 2022
122022
A vision-language-guided and deep reinforcement learning-enabled approach for unstructured human-robot collaborative manufacturing task fulfilment
P Zheng, C Li, J Fan, L Wang
CIRP Annals, 2024
92024
A multi-granularity scene segmentation network for human-robot collaboration environment perception
J Fan, P Zheng, CKM Lee
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022
92022
A vision-language-guided robotic action planning approach for ambiguity mitigation in human–robot collaborative manufacturing
J Fan, P Zheng
Journal of Manufacturing Systems 74, 1009-1018, 2024
62024
A high-resolution network-based approach for 6D pose estimation of industrial parts
J Fan, S Li, P Zheng, CKM Lee
2021 IEEE 17th International Conference on Automation Science and …, 2021
62021
Towards cognition-augmented human-centric assembly: A visual computation perspective
J Pang, P Zheng, J Fan, T Liu
Robotics and Computer-Integrated Manufacturing 91, 102852, 2025
22025
Empower dexterous robotic hand for human-centric smart manufacturing: A perception and skill learning perspective
B Gao, J Fan, P Zheng
Robotics and Computer-Integrated Manufacturing 93, 102909, 2025
2025
Vision-language model-based human-robot collaboration for smart manufacturing: A state-of-the-art survey
J Fan, Y Yin, T Wang, W Dong, P Zheng, L Wang
Frontiers of Engineering Management, 1-24, 2025
2025
Human-in-the-Loop Robot Learning for Smart Manufacturing: A Human-Centric Perspective
H Chen, S Li, J Fan, A Duan, C Yang, D Navarro-Alarcon, P Zheng
IEEE Transactions on Automation Science and Engineering, 2025
2025
Unlocking Large Language Model Power in Industry: Privacy-Preserving Collaborative Creation of Knowledge Graph
L Xia, J Fan, A Parlikad, X Huang, P Zheng
IEEE Transactions on Big Data, 2024
2024
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