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Professor Jun Liu FHEA

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  1. 2023
  2. Published

    Precise Facial Landmark Detection by Reference Heatmap Transformer

    Wan, J., Liu, J., Zhou, J., Lai, Z., Shen, L., Sun, H., Xiong, P. & Min, W., 31/12/2023, In: IEEE Transactions on Image Processing. 32, p. 1966-1977 12 p.

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

  3. Published

    SMAM: Self and Mutual Adaptive Matching for Skeleton-Based Few-Shot Action Recognition

    Li, Z., Gong, X., Song, R., Duan, P., Liu, J. & Zhang, W., 31/12/2023, In: IEEE Transactions on Image Processing. 32, p. 392-402 11 p.

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

  4. Published

    Towards More Reliable Confidence Estimation

    Qu, H., Foo, L. G., Li, Y. & Liu, J., 1/11/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 11, p. 13152-13169 18 p.

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

  5. Published

    UAVM '23: 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective

    Zheng, Z., Shi, Y., Wang, T., Liu, J., Fang, J., Wei, Y. & Chua, T.-S., 27/10/2023, Proceedings of the 31th ACM International Conference on Multimedia Workshop. El Saddik, A. (ed.). New York: ACM, p. 9715-9717 3 p.

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

  6. Published

    Learning Comprehensive Representations with Richer Self for Text-to-Image Person Re-Identification

    Yan, S., Dong, N., Liu, J., Zhang, L. & Tang, J., 26/10/2023, MM '23: Proceedings of the 31st ACM International Conference on Multimedia. El Saddik, A., Mei, T. & Cucchiara, R. (eds.). New York: ACM, p. 6202-6211 10 p.

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

  7. Published

    M3Net: Multi-view Encoding, Matching, and Fusion for Few-shot Fine-grained Action Recognition

    Tang, H., Liu, J., Yan, S., Yan, R., Li, Z. & Tang, J., 26/10/2023, MM '23: Proceedings of the 31st ACM International Conference on Multimedia Action Recognition. New York: ACM, p. 1719-1728 10 p.

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

  8. Published

    Point Cloud Completion Via Skeleton-Detail Transformer

    Zhang, W., Zhou, H., Dong, Z., Liu, J., Yan, Q. & Xiao, C., 1/10/2023, In: IEEE Transactions on Visualization and Computer Graphics. 29, 10, p. 4229-4242 14 p.

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

  9. Published

    GradMDM: Adversarial Attack on Dynamic Networks

    Pan, J., Foo, L. G., Zheng, Q., Fan, Z., Rahmani, H., Ke, Q. & Liu, J., 1/09/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 9, p. 11374-11381 8 p.

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

  10. Published

    A Characteristic Function-Based Method for Bottom-Up Human Pose Estimation

    Qu, H., Cai, Y., Foo, L., Kumar, A. & Liu, J., 22/08/2023, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023. IEEE, p. 13009-13018 10 p.

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

  11. Published

    System-Status-Aware Adaptive Network for Online Streaming Video Understanding

    Foo, L. G., Gong, J., Fan, Z. & Liu, J., 22/08/2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Computer Society Press, p. 10514-10523 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

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

  12. Published

    ALVLS: Adaptive local variances-Based levelset framework for medical images segmentation

    Shu, X., Yang, Y., Liu, J., Chang, X. & Wu, B., 30/04/2023, In: Pattern Recognition. 136, 109257.

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

  13. Published

    Human Action Recognition from Various Data Modalities: A Review

    Sun, Z., Ke, Q., Rahmani, H., Bennamoun, M., Wang, G. & Liu, J., 1/03/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 3, p. 3200-3225 26 p., 3.

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

  14. Forthcoming

    DiffPose: Toward More Reliable 3D Pose Estimation

    Rahmani, H. & Liu, J., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE

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

  15. Published

    Quantum Fourier Convolutional Network

    Shen, F. & Liu, J., 31/01/2023, In: ACM Transactions on Multimedia Computing, Communications, and Applications. 19, 1, p. 1-14 14 p., 13.

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

  16. 2022
  17. Published

    Dual Prototype Contrastive learning with Fourier Generalization for Domain Adaptive Person Re-identification

    Song, X., Liu, J. & Jin, Z., 28/11/2022, In: Knowledge-Based Systems. 256, 109851.

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

  18. Published

    Heatmap Distribution Matching for Human Pose Estimation

    Qu, H., Xu, L., Cai, Y., Foo, L. G. & Liu, J., 28/11/2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

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

  19. Published

    Improving the Reliability for Confidence Estimation

    Qu, H., Li, Y., Foo, L. G., Kuen, J., Gu, J. & Liu, J., 30/10/2022, Computer Vision – ECCV 2022 - 17th European Conference, 2022, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 391-408 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13687 LNCS).

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

  20. Published

    Meta Spatio-Temporal Debiasing for Video Scene Graph Generation

    Xu, L., Qu, H., Kuen, J., Gu, J. & Liu, J., 30/10/2022, Computer Vision – ECCV 2022 - 17th European Conference, 2022, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Cham: Springer, p. 374-390 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13687 LNCS).

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

  21. Published

    Incremental Few-Shot Semantic Segmentation via Embedding Adaptive-Update and Hyper-class Representation

    Shi, G., Wu, Y., Liu, J., Wan, S., Wang, W. & Lu, T., 10/10/2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. New York: Association for Computing Machinery, Inc, p. 5547-5556 10 p. (MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia).

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

  22. Published

    Disentangled Feature Learning Network and a Comprehensive Benchmark for Vehicle Re-Identification

    Bai, Y., Liu, J., Lou, Y., Wang, C. & Duan, L.-Y., 1/10/2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 10, p. 6841-6871 31 p.

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

  23. Published

    Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding

    Ng, X. L., Ong, K. E., Zheng, Q., Ni, Y., Yeo, S. Y. & Liu, J., 27/09/2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society Press, p. 19001-19012 12 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

  24. Published

    Deep Supervised Descent Method With Multiple Seeds Generation for 3-D Tracking in Point Cloud

    Tian, S., Liu, B., Tan, H., Liu, J., Liu, M. & Liu, X., 31/08/2022, In: IEEE Transactions on Industrial Informatics. 18, 8, p. 5077-5086

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

  25. Published

    Uncertainty Modeling for Out-of-Distribution Generalization

    Li, X., Dai, Y., Ge, Y., Liu, J., Shan, Y. & Duan, L.-Y., 25/04/2022, The Tenth International Conference on Learning Representations (Virtual). ICLR, p. 1-16 16 p.

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

  26. Published

    A spatial attentive and temporal dilated (SATD) GCN for skeleton-based action recognition

    Zhang, J., Ye, G., Tu, Z., Qin, Y., Qin, Q., Zhang, J. & Liu, J., 31/03/2022, In: CAAI Transactions on Intelligence Technology. 7, 1, p. 46-55 10 p.

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

  27. Published

    A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder

    Cai, Y., Wang, Y., Zhu, Y., Cham, T. J., Cai, J., Yuan, J., Liu, J., Zheng, C., Yan, S., Ding, H., Shen, X., Liu, D. & Thalmann, N. M., 28/02/2022, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 11625-11635 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

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