Dalin Zhou

Search results

• 2022

  Adaptive spatiotemporal representation learning for skeleton-based human action recognition

  Yu, J., Gao, H., Chen, Y., Zhou, D., Liu, J. & Ju, Z., 1 Dec 2022, In: IEEE Transactions on Cognitive and Developmental Systems. 14, 4, p. 1654-1665 12 p., 4.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • humans 100%
  • data 66%
  • Representation 50%
  • performance 33%
  • Long Short-Term Memory Network 33%
  102 Downloads (Pure)

• Deep Object Detector with Attentional Spatiotemporal LSTM for Space Human‒Robot Interaction

  Yu, J., Gao, H., Chen, Y., Zhou, D., Liu, J. & Ju, Z., 10 Feb 2022, (Early online) In: IEEE Transactions on Human-Machine Systems.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • information 100%
  • Temporal Information 50%
  • learning 33%
  • space 33%
  • performance 33%
  81 Downloads (Pure)

• Modelling EMG driven wrist movements using a bio-inspired neural network

  Fang, Y., Yang, J., Zhou, D. & Ju, Z., 22 Jan 2022, In: Neurocomputing. 470, p. 89-98

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • neural networks 100%
  • signals 100%
  • muscles 100%
  • information 66%
  • humans 66%
  36 Downloads (Pure)
• 2021

  Compare the performance of the models in art classification

  Zhao, W., Zhou, D., Qiu, X. & Jiang, W., 12 Mar 2021, In: PLoS One. 16, 3, 16 p., e0248414.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • performance 100%
  • classification 80%
  • datasets 40%
  • computers 40%
  • Classification 40%
  66 Downloads (Pure)

• Deep temporal model based identity-aware hand detection for space human-robot interaction

  Yu, J., Gao, H., Zhou, D., Liu, J., Gao, Q. & Ju, Z., 21 Oct 2021, (Early online) In: IEEE Transactions on Cybernetics. 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • detection 100%
  • space 71%
  • robots 71%
  • hands 71%
  • Detection 71%
  71 Downloads (Pure)

• How to represent paintings: a painting classification using artistic comments

  Zhao, W., Zhou, D., Qiu, X. & Jiang, W., 10 Mar 2021, In: Sensors. 21, 6, p. 1-15 15 p., 1940.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • paintings 100%
  • Painting 100%
  • graphs 55%
  • Graph 44%
  • Words 44%
  59 Downloads (Pure)

• Improve inter-day hand gesture recognition via convolutional neural network based feature fusion

  Fang, Y., Zhang, X., Zhou, D. & Liu, H., 25 Jan 2021, In: International Journal of Humanoid Robotics. 18, 2, 2050024.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Convolutional Neural Network 100%
  • neural networks 75%
  • Neural Network 75%
  • accuracy 50%
  • learning 37%
  47 Downloads (Pure)

• Spatial cognition-driven deep learning for car detection in unmanned aerial vehicle imagery

  Yu, J., Gao, H., Jian, S., Zhou, D. & Ju, Z., 2 Nov 2021, (Early online) In: IEEE Transactions on Cognitive and Developmental Systems.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • detection 100%
  • datasets 44%
  • Object Detection 44%
  • Classes 44%
  • unmanned aerial vehicles 33%
  86 Downloads (Pure)

• The composite-disturbance-observer based stochastic model predictive control for spacecrafts under multi-source disturbances

  Xu, Y., Yuan, Y. & Zhou, D., 19 Aug 2021, (Early online) In: Journal of The Franklin Institute.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • disturbances 100%
  • Spacecraft 100%
  • Predictive Control Model 100%
  • Composite 83%
  • control 50%
  24 Downloads (Pure)

• The safety-region-based model predictive control for discrete-time systems under deception attacks

  Xu, Y., Yuan, Y., Yang, H. & Zhou, D., 16 Feb 2021, (Early online) In: International Journal of Systems Science. 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • safety 100%
  • Predictive Control Model 100%
  • control 75%
  • constraints 50%
  • defense 50%
  43 Downloads (Pure)

• Towards multi-finger dexterous hand mechanics control and tactile feedback

  Liu, Y., Du, J., Liu, Y., Yun, J., Bai, D., Li, G. & Zhou, D., 1 Oct 2021, In: International Journal of Cognitive Informatics and Natural Intelligence. 15, 4, p. 1-11 11 p., 70.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • hands 100%
  • Robotics 75%
  • control 62%
  • Control 62%
  • fingers 50%
  18 Downloads (Pure)
• 2020

  Adaptive evolution strategy sample consensus for 3D reconstruction from two cameras

  Toda, Y., Yz, H. H., Matsuno, T., Minami, M. & Zhou, D., 24 Apr 2020, (Early online) In: Artificial Life and Robotics. 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Evolution Strategy 100%
  • randomness 83%
  • cameras 50%
  • cost 33%
  • matrices 33%
  85 Downloads (Pure)

• Attention mechanism-based CNN for facial expression recognition

  Li, J., Jin, K., Zhou, D., Kubota, N. & Ju, Z., 12 Jun 2020, (Early online) In: Neurocomputing.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • images 100%
  • Facial Expression 57%
  • Attention (Machine Learning) 57%
  • Expression Recognition 42%
  • datasets 42%
  834 Downloads (Pure)

• Design of intelligent tracking robot

  Liu, Y., Sun, Y., Jiang, D., Yun, J., Liu, Y., Bai, D., Li, G. & Zhou, D., 13 Nov 2020, In: International Journal of Wireless and Mobile Computing. 19, 3, p. 307-314 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • robots 100%
  • Robot 88%
  • design 33%
  • Design 33%
  • signals 22%
  245 Downloads (Pure)

• Electrotactile feedback based muscle fatigue alleviation for hand manipulation

  Li, K., Zhou, Y., Zhou, D., Fang, Y., Yang, J. & Liu, H., 21 Dec 2020, In: International Journal of Humanoid Robotics.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • feedback 100%
  • muscles 90%
  • fatigue 80%
  • Feedback 70%
  • Prosthetics 60%
  89 Downloads (Pure)

• Enhancement of real-time grasp detection by cascaded deep convolutional neural networks

  Weng, Y., Sun, Y., Jiang, D., Tao, B., Yun, J., Liu, Y. & Zhou, D., 1 Sept 2020, (Early online) In: Concurrency and Computation: Practice and Experience.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • robots 100%
  • detection 80%
  • neural networks 60%
  • Detection 60%
  • Neural Network 60%
  277 Downloads (Pure)

• Gesture recognition based on multi-modal feature weight

  Duan, H., Sun, Y., Cheng, W., Jiang, D., Yun, J., Liu, Y. & Zhou, D., 10 Sept 2020, (Early online) In: Concurrency and Computation: Practice and Experience.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • images 100%
  • Gesture Recognition 100%
  • processing 50%
  • weight 50%
  • depth 25%
  277 Downloads (Pure)

• Laser-based precise measurement of tailor welded blanks: a case study

  Zou, Y., Zuo, K., Liu, H. & Zhou, D., 30 Apr 2020, In: International Journal of Advanced Manufacturing Technology. 107, p. 3795–3805 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • lasers 100%
  • Laser 100%
  • Algorithm 40%
  • Feature Point 40%
  • Precise Measurement 40%
  80 Downloads (Pure)

• Occlusion gesture recognition based on improved SSD

  Liao, S., Li, G., Wu, H., Jiang, D., Liu, Y., Yun, J., Liu, Y. & Zhou, D., 19 Oct 2020, (Early online) In: Concurrency and Computation: Practice and Experience.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Gesture Recognition 100%
  • depth 66%
  • maps 66%
  • color 66%
  • Networks 66%
  195 Downloads (Pure)

• Simultaneous prediction of wrist/hand motion via wearable ultrasound sensing

  Yang, X., Yan, J., Fang, Y., Zhou, D. & Liu, H., 2 Mar 2020, (Early online) In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28, 4, p. 970 - 977 9 p., 0.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Wrist 100%
  • rotation 58%
  • Rotation 58%
  • Gesture 50%
  • Finger 50%
  431 Downloads (Pure)

• Ultrasonography and electromyography based hand motion intention recognition for a trans-radial amputee: a case study

  Wang, Z., Fang, Y., Zhou, D., Li, K., Cointet, C. & Liu, H., 1 Jan 2020, In: Medical Engineering and Physics. 75, p. 45-48 4 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Electromyography 100%
  • surfaces 85%
  • Prosthetics 85%
  • control 57%
  • ultrasonography 42%
  157 Downloads (Pure)
• 2019

  Attribute-driven granular model for EMG-based pinch and fingertip force grand recognition

  Fang, Y., Zhou, D., Li, K., Ju, Z. & Liu, H., 16 Aug 2019, (Early online) In: IEEE Transactions on Cybernetics. 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Models 100%
  • Model 100%
  • accuracy 80%
  • prediction 60%
  • signals 40%
  272 Downloads (Pure)

• SEMG-based human in-hand motion recognition using nonlinear time series analysis and random forest

  Xue, Y., Ji, X., Zhou, D., Li, J. & Ju, Z., 4 Dec 2019, In: IEEE Access. 7, p. 176448-176457 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • motion 100%
  • hands 88%
  • humans 66%
  • surfaces 55%
  • Surface 55%
  74 Downloads (Pure)
• 2018

  Towards wearable A-mode ultrasound sensing for real-time finger motion recognition

  Yang, X., Sun, X., Zhou, D., Li, Y. & Liu, H., 25 Apr 2018, (Early online) In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 26, 6, p. 1199-1208

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • motion 100%
  • Ultrasound 66%
  • fingers 50%
  • man-machine systems 50%
  • Human Machine Interface 50%
  788 Downloads (Pure)

• Towards zero re-training for long-term hand gesture recognition via ultrasound sensing

  Yang, X., Zhou, D., Zhou, Y., Huang, Y. & Liu, H., 28 Aug 2018, (Early online) In: IEEE Journal of Biomedical and Health Informatics. 23, 4, p. 1639 - 1646 9 p., 0.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Gesture Recognition 100%
  • Ultrasound 100%
  • algorithms 60%
  • hands 60%
  • Algorithm 60%
  355 Downloads (Pure)
• 2017

  Ultrasound-based sensing models for finger motion classification

  Huang, Y., Yang, X., Li, Y., Zhou, D., Liu, H. & He, K., 25 Oct 2017, (Early online) In: IEEE Journal of Biomedical and Health Informatics. 22, 5, p. 1395-1405 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • fingers 100%
  • Finger 100%
  • motion 88%
  • surfaces 55%
  • Ultrasound 55%
  552 Downloads (Pure)
• 2016

  Interface prostheses with classifier-feedback based user training

  Fang, Y., Zhou, D., Li, K. & Liu, H., 21 Dec 2016, In: IEEE Transactions on Biomedical Engineering. 64, 11, p. 2575-2583

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • feedback 100%
  • User 100%
  • Prosthetics 75%
  • accuracy 37%
  • Classification (Machine Learning) 37%
  502 Downloads (Pure)
• 2015

  Multi-modal sensing techniques for interfacing hand prostheses: a review

  Fang, Y., Hettiarachchi, N., Zhou, D. & Liu, H., 29 Jul 2015, In: IEEE Sensors Journal. 15, 11, p. 6065-6076

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Sensing Mechanisms 100%
  • hands 66%
  • Prosthetics 66%
  • prostheses 33%
  • signals 33%
  877 Downloads (Pure)