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Professor Jun Liu FHEA

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  1. 2020
  2. Published

    Feature Boosting Network for 3D Pose Estimation

    Liu, J., Ding, H., Shahroudy, A., Duan, L.-Y., Jiang, X., Wang, G. & Kot, A. C., 1/02/2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 2, p. 494-501

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Bi-Directional Dermoscopic Feature Learning and Multi-Scale Consistent Decision Fusion for Skin Lesion Segmentation

    Wang, X., Jiang, X., Ding, H. & Liu, J., 1/01/2020, In: IEEE Transactions on Image Processing. 29, p. 3039-3051

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. 2019
  5. Published

    Exploiting spatial-temporal relationships for 3D pose estimation via graph convolutional networks

    Cai, Y., Ge, L., Liu, J., Cai, J., Cham, T.-J., Yuan, J. & Thalmann, N. M., 2/11/2019, Proceedings of the IEEE International Conference on Computer Vision. IEEE, p. 2272-2281 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    Embedding Adversarial Learning for Vehicle Re-Identification

    Lou, Y., Bai, Y., Liu, J., Wang, S. & Duan, L.-Y., 1/08/2019, In: IEEE Transactions on Image Processing. 28, 8, p. 3794-3807

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Veri-wild: A large dataset and a new method for vehicle re-identification in the wild

    Lou, Y., Bai, Y., Liu, J., Wang, S. & Duan, L., 15/06/2019, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE, p. 3230-3238

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. Published

    Context-aware three-dimensional mean-shift with occlusion handling for robust object tracking in RGB-D videos

    Liu, Y., Jing, X.-Y., Nie, J., Gao, H., Liu, J. & Jiang, G.-P., 1/03/2019, In: IEEE Transactions on Multimedia. 21, 3, p. 664 - 677

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. 2018
  10. Published

    Computer vision for human-machine interaction

    Ke, Q., Liu, J., Bennamoun, M., An, S., Sohel, F. & Boussaid, F., 31/12/2018, Computer Vision for Assistive Healthcare. Academic Press, p. 127-145 (Computer Vision and Pattern Recognition).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  11. Published

    Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates

    Liu, J., Shahroudy, A., Xu, D., Kot, A. C. & Wang, G., 31/12/2018, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 12, p. 3007-3021 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    Global Regularizer and Temporal-aware Cross-entropy for Skeleton-based Early Action Recognition

    Ke, Q., Liu, J., Bennamoun, M., Rahmani, H., An, S., Sohel, F. & Boussaid, F., 2/12/2018, Computer Vision - ACCV 2018: 14th Asian Conference on Computer Vision. Springer, Vol. IV.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  13. Published

    Robust 3-D human detection in complex environments with a depth camera

    Tian, L., Li, M., Hao, Y., Liu, J., Zhang, G. & Chen, Y. Q., 30/09/2018, In: IEEE Transactions on Multimedia. 20, 9, p. 2249-2261 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    SSNet: Scale Selection Network for Online 3D Action Prediction

    Liu, J., Shahroudy, A., Wang, G., Duan, L.-Y. & Kot, A. C., 18/06/2018, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE, p. 8349-8358 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  15. Published

    Cloud of line distribution for arbitrary text detection in scene/video/license plate images

    Wang, W., Wu, Y., Palaiahnakote, S., Lu, T. & Liu, J., 10/05/2018, Advances in Multimedia Information Processing – PCM 2017. Springer, Cham, p. 433-443 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  16. Published

    Skeleton-Based Human Action Recognition with Global Context-Aware Attention LSTM Networks

    Liu, J., Wang, G., Duan, L.-Y., Abdiyeva, K. & Kot, A. C., 30/04/2018, In: IEEE Transactions on Image Processing. 27, 4, p. 1586-1599 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. 2017
  18. Published

    Joint Human Detection and Head Pose Estimation via Multistream Networks for RGB-D Videos

    Zhang, G., Liu, J., Li, H., Chen, Y. Q. & Davis, L. S., 1/11/2017, In: IEEE Signal Processing Letters. 24, 11, p. 1666-1670 4 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    Multi-glimpse LSTM with color-depth feature fusion for human detection

    Li, H., Liu, J., Zhang, G., Gao, Y. & Wu, Y., 17/09/2017, Proceedings - International Conference on Image Processing, ICIP. IEEE, p. 905-909

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  20. Published

    Deep level sets for salient object detection

    Hu, P., Shuai, B., Liu, J. & Wang, G., 26/07/2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. IEEE, p. 540-549

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  21. Published

    Global context-aware attention LSTM networks for 3D action recognition

    Liu, J., Wang, G., Hu, P., Duan, L.-Y. & Kot, A. C., 26/07/2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. IEEE, p. 3671-3680

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  22. 2016
  23. Published

    NTU RGB+D: A large scale dataset for 3D human activity analysis

    Shahroudy, A., Liu, J., Ng, T.-T. & Wang, G., 31/12/2016, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE, p. 1010-1019

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  24. Published

    Spatio-temporal LSTM with trust gates for 3D human action recognition

    Liu, J., Shahroudy, A., Xu, D. & Wang, G., 17/09/2016, Computer Vision – ECCV 2016. Springer, Cham, p. 816-833 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  25. Published

    Robust real-time human perception with depth camera

    Zhang, G., Tian, L., Liu, Y., Liu, J., Liu, X. A., Liu, Y. & Chen, Y. Q., 29/08/2016, ECAI'16: Proceedings of the Twenty-second European Conference on Artificial Intelligence. IOS Press, p. 304-310 6 p. (Frontiers in Artificial Intelligence and Applications).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  26. Published

    Reliably detecting humans in crowded and dynamic environments using RGB-D camera

    Tian, L., Zhang, G., Li, M., Liu, J. & Chen, Y. Q., 15/07/2016, Proceedings - IEEE International Conference on Multimedia and Expo. IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  27. Published

    Reliably detecting humans with RGB-D camera with physical blob detector followed by learning-based filtering

    Zhang, G., Liu, J., Tian, L. & Chen, Y. Q., 20/03/2016, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. IEEE, p. 2004-2008 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  28. 2015
  29. Published

    An ultra-fast human detection method for color-depth camera

    Liu, J., Zhang, G., Liu, Y., Tian, L. & Chen, Y. Q., 1/08/2015, In: Journal of Visual Communication and Image Representation. 31, p. 177-185

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. Published

    Detecting and tracking people in real time with RGB-D camera

    Liu, J., Liu, Y., Zhang, G., Zhu, P. & Chen, Y. Q., 1/02/2015, In: Pattern Recognition Letters. 53, p. 16-23

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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