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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

  28. Published

    IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID

    Dai, Y., Liu, J., Sun, Y., Tong, Z., Zhang, C. & Duan, L. Y., 28/02/2022, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 11844-11854 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

  29. Published

    Motion Adaptive Pose Estimation from Compressed Videos

    Fan, Z., Liu, J. & Wang, Y., 28/02/2022, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 11699-11708 10 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

  30. Published

    Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning

    Yang, S., Liu, J., Lu, S., Er, M. H. & Kot, A. C., 28/02/2022, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 13403-13413 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

  31. Published

    Global-Local Label Correlation for Partial Multi-Label Learning

    Sun, L., Feng, S., Liu, J., Lyu, G. & Lang, C., 8/02/2022, In: IEEE Transactions on Multimedia. 24, p. 581 - 593

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

  32. Published

    Interaction Relational Network for Mutual Action Recognition

    Perez, M., Liu, J. & Kot, A. C., 1/01/2022, In: IEEE Transactions on Multimedia. 24, p. 366-376

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

  33. 2021
  34. Published

    Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation

    Peng, D., Lei, Y., Liu, L., Zhang, P. & Liu, J., 31/12/2021, In: IEEE Transactions on Image Processing. 30, p. 6594-6608 15 p.

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

  35. Published

    Hierarchical Connectivity-Centered Clustering for Unsupervised Domain Adaptation on Person Re-Identification

    Bai, Y., Wang, C., Lou, Y., Liu, J. & Duan, L.-Y., 31/12/2021, In: IEEE Transactions on Image Processing. 30, p. 6715-6729 15 p.

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

  36. Published

    Knowledge-aware deep framework for collaborative skin lesion segmentation and melanoma recognition

    Wang, X., Jiang, X., Ding, H., Zhao, Y. & Liu, J., 1/12/2021, In: Pattern Recognition. 120, 108075.

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

  37. Published

    Generalizable person re-identification with relevance-aware mixture of experts

    Dai, Y., Li, X., Liu, J., Tong, Z. & Duan, L.-Y., 2/11/2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE

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

  38. Published

    Interventional Video Grounding with Dual Contrastive Learning

    Nan, G., Qiao, R., Xiao, Y., Liu, J., Leng, S., Zhang, H. & Lu, W., 2/11/2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society Press, p. 2764-2774 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

  39. Published

    Person30K: A Dual-Meta Generalization Network for Person Re-Identification

    Bai, Y., Jiao, J., Ce, W., Liu, J., Lou, Y., Feng, X. & Duan, L. Y., 2/11/2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society Press, p. 2123-2132 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

  40. Published

    SUTD-TrafficQA: A question answering benchmark and an efficient network for video reasoning over traffic events

    Xu, L., Huang, H. & Liu, J., 2/11/2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE

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

  41. Published

    PoT-GAN: Pose Transform GAN for Person Image Synthesis

    Li, T., Zhang, W., Song, R., Li, Z., Liu, J., Li, X. & Lu, S., 27/08/2021, In: IEEE Transactions on Image Processing. 30, p. 7677 - 7688

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

  42. Published

    Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification

    Dai, Y., Liu, J., Bai, Y., Tong, Z. & Duan, L.-Y., 13/08/2021, In: IEEE Transactions on Image Processing. 30, p. 7815-7829

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

  43. Published

    UAV-Human: A large benchmark for human behavior understanding with unmanned aerial vehicles

    Li, T., Liu, J., Zhang, W., Ni, Y., Wang, W. & Li, Z., 20/06/2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 16261 - 16270

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

  44. Published

    Disentangled feature learning network for vehicle re-identification

    Bai, Y., Lou, Y., Dai, Y., Liu, J., Chen, Z. & Duan, L.-Y., 7/01/2021, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence. Bessiere, C. (ed.). IJCAI, p. 474-480 7 p.

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

  45. 2020
  46. Published

    Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-order Feature Analysis

    Yang, S., Liu, J., Lu, S., Er, M. H. & Kot, A. C., 3/12/2020, Computer Vision – ECCV 2020 (ECCV 2020). Springer, Cham, p. 769-786 (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

  47. Published

    Learning Progressive Joint Propagation for Human Motion Prediction

    Cai, Y., Huang, L., Wang, Y., Cham, T.-J., Cai, J., Yuan, J., Liu, J., Yang, X., Zhu, Y., Shen, X., Liu, D., Liu, J. & Thalmann, N. M., 9/11/2020, Computer Vision – ECCV 2020. Springer, Cham, p. 226-242 (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

  48. Published

    Adaptive Computationally Efficient Network for Monocular 3D Hand Pose Estimation

    Fan, Z., Liu, J. & Wang, Y., 29/10/2020, Computer Vision – ECCV 2020 (ECCV 2020). Springer, Cham, p. 127-144 (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

  49. Published

    Robust Face Alignment by Multi-Order High-Precision Hourglass Network

    Wan, J., Lai, Z., Liu, J., Zhou, J. & Gao, C., 23/10/2020, In: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 30, p. 121-133

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

  50. Published

    NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding

    Liu, J., Shahroudy, A., Perez, M., Wang, G., Duan, L.-Y. & Kot, A. C., 1/10/2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 10, p. 2684 - 2701

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

  51. Published

    HARD-Net: Hardness-AwaRe Discrimination Network for 3D Early Activity Prediction

    Li, T., Liu, J., Zhang, W. & Duan, L., 23/08/2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XI. Springer, Cham, p. 420-436 (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

  52. Published

    Skeleton-Based Online Action Prediction Using Scale Selection Network

    Liu, J., Shahroudy, A., Wang, G., Duan, L.-Y. & Kot, A. C., 1/06/2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 6, p. 1453-1467 15 p.

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

  53. Published

    DIPNet: Dynamic identity propagation network for video object segmentation

    Hu, P., Liu, J., Wang, G., Ablavsky, V., Saenko, K. & Sclaroff, S., 1/03/2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. IEEE, p. 1893-1902

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

  54. Published

    Interaction Recognition Through Body Parts Relation Reasoning

    Perez, M., Liu, J. & Kot, A. C., 23/02/2020, Pattern Recognition: ACPR 2019. Palaiahnakote, S., Sanniti di Baja, G., Wang, L. & Yan, W. (eds.). Cham: Springer, p. 268-280 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12046).

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

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