Home > Research > Researchers > Professor Jun Liu > Publications

Research

Professor Jun Liu FHEA

Professor

1 - 100 out of 124Page size: 100
RSS feed of this list
  1. 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

  2. Published

    Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning

    Bai, Y., Jiao, J., Lou, Y., Wu, S., Liu, J., Feng, X. & Duan, L.-Y., 31/12/2023, In: IEEE Transactions on Multimedia. 25, p. 7287-7298 13 p.

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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. Published

    Uncertainty-aware Pedestrian Crossing Prediction via Reinforcement Learning

    Dai, S., Liu, J. & Cheung, N.-M., 31/10/2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 10, p. 9540-9549

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

  10. 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

  11. 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

  12. E-pub ahead of print

    Bridging the Source-to-Target Gap for Cross-Domain Person Re-identification with Intermediate Domains

    Dai, Y., Sun, Y., Liu, J., Tong, Z. & Duan, L. Y., 31/07/2024, (E-pub ahead of print) In: International Journal of Computer Vision. 133, p. 410-434 25 p.

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

  13. 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

  14. 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

  15. 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

  16. 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

  17. Published

    Distribution-Aligned Diffusion for Human Mesh Recovery

    Foo, L. G., Gong, J., Rahmani, H. & Liu, J., 15/01/2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers Inc., p. 9187-9198 12 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

  18. Published

    AI-Generated Content (AIGC) for Various Data Modalities: A Survey

    Foo, L. G., Rahmani, H. & Liu, J., 6/05/2025, In: ACM Computing Surveys. 57, 9, 66 p., 243.

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

  19. Published

    NOODLE: Joint Cross-View Discrepancy Discovery and High-Order Correlation Detection for Multi-View Subspace Clustering

    Gu, Z., Feng, S., Li, Z., Yuan, J. & Liu, J., 31/07/2024, In: ACM Transactions on Knowledge Discovery from Data. 18, 6, 23 p., 151.

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

  20. 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

  21. 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

  22. Published

    Class-Agnostic Object Counting with Text-to-Image Diffusion Model

    Hui, X., Wu, Q., Rahmani, H. & Liu, J., 7/12/2024, Computer Vision -- ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXIX. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer, p. 1-18 18 p. (Lecture Notes in Computer Science ; vol. 15127).

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

  23. 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

  24. 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

  25. Published

    Inference-Domain Network Evolution: A New Perspective for One-Shot Multi-Object Tracking

    Li, R., Zhang, B., Liu, J., Liu, W. & Teng, Z., 31/12/2023, In: IEEE Transactions on Image Processing. 32, p. 2147-2159 13 p.

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

  26. 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

  27. Published

    Exploiting Multi-View Part-Wise Correlation via an Efficient Transformer for Vehicle Re-Identification

    Li, M., Liu, J., Zheng, C., Huang, X. & Zhang, Z., 31/12/2023, In: IEEE Transactions on Multimedia. 25, p. 919-929 11 p.

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

  28. 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

  29. Published

    DR-FER: Discriminative and Robust Representation Learning for Facial Expression Recognition

    Li, M., Fu, H., He, S., Fan, H., Liu, J., Keppo, J. & Shou, M. Z., 31/12/2024, In: IEEE Transactions on Multimedia. 26, p. 6297-6309 13 p.

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

  30. 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

  31. E-pub ahead of print

    HARDer-Net: Hardness-Guided Discrimination Network for 3D Early Activity Prediction

    Li, T., Luo, Y., Zhang, W., Duan, L. & Liu, J., 16/07/2024, (E-pub ahead of print) In: IEEE Transactions on Circuits and Systems for Video Technology.

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

  32. 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

  33. 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

  34. 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

  35. Published

    GDR-GMA: Machine Unlearning via Direction-Rectified and Magnitude-Adjusted Gradients

    Lin, S., Zhang, X., Susilo, W., Chen, X. & Liu, J., 28/10/2024, Proceedings of the 32nd ACM International Conference on Multimedia. New York: ACM, p. 9087-9095 9 p. (Proceedings of the 32nd ACM International Conference on Multimedia).

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

  36. 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

  37. Published

    Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models

    Liu, Y., Yang, D., Wang, Y., Liu, J., Liu, J., Boukerche, A., Sun, P. & Song, L., 31/07/2024, In: ACM Computing Surveys. 56, 7, 38 p., 189.

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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. Published

    Deep learning based object detection from multi-modal sensors: an overview

    Liu, Y., Meng, S., Wang, H. & Liu, J., 29/02/2024, In: Multimedia Tools and Applications. 83, 7, p. 19841-19870 30 p.

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

  49. E-pub ahead of print

    Frequency Decoupled Masked Auto-Encoder for Self-Supervised Skeleton-Based Action Recognition

    Liu, Y., Shi, T., Zhai, M. & Liu, J., 31/12/2025, In: IEEE Signal Processing Letters. p. 546-550 5 p.

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

  50. Published

    Coupled Noise Suppression and Feature Enhancement Network for Skeleton-Based Action Recognition

    Liu, Y., Wu, T., Shi, T., Wang, M., Gao, H. & Liu, J., 30/04/2025, In: IEEE Transactions on Industrial Informatics. 21, 4, p. 3017-3026 10 p.

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

  51. E-pub ahead of print

    CPAL: Cross-prompting Adapter with LoRAs for RGB+X Semantic Segmentation

    Liu, Y., Wu, P., Wang, M. & Liu, J., 29/01/2025, (E-pub ahead of print) In: IEEE Transactions on Circuits and Systems for Video Technology.

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

  52. E-pub ahead of print

    DE-Unet: Dual-encoder U-Net for Ultra-high Resolution Remote Sensing Image Segmentation

    Liu, Y., Song, S., Wang, M., Gao, H. & Liu, J., 30/04/2025, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 18, p. 12290-12302 13 p.

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

  53. 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

  54. 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

  55. Published

    Cross-Modal Contrastive Pre-training for Few-Shot Skeleton Action Recognition

    Lu, M., Yang, S., Lu, X. & Liu, J., 31/10/2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 10, p. 9798-9807

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

  56. E-pub ahead of print

    Momentum Contrastive Teacher for Semi-Supervised Skeleton Action Recognition

    Lu, M., Lu, X. & Liu, J., 31/12/2025, In: IEEE Transactions on Image Processing. 34, p. 295-305 11 p.

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

  57. E-pub ahead of print

    Skeleton-prompt: A cross-dataset transfer learning approach for skeleton action recognition

    Lu, M., Lu, X. & Liu, J., expected on 31/01/2026, In: Pattern Recognition. 169, 111885.

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

  58. 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

  59. 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

  60. Published

    Chaotic World: A Large and Challenging Benchmark for Human Behavior Understanding in Chaotic Events

    Ong, K. E., Ng, X. L., Li, Y., Ai, W., Zhao, K., Yeo, S. Y. & Liu, J., 15/01/2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers Inc., p. 20156-20166 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

  61. Published

    CattleEyeView: A Multi-Task Top-down View Cattle Dataset for Smarter Precision Livestock Farming

    Ong, K. E., Retta, S., Srinivasan, R., Tan, S. & Liu, J., 29/01/2024, 2023 IEEE International Conference on Visual Communications and Image Processing (VCIP). Institute of Electrical and Electronics Engineers Inc., (2023 IEEE International Conference on Visual Communications and Image Processing, VCIP 2023).

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

  62. 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

  63. Published

    Progressive Channel-Shrinking Network

    Pan, J., Yang, S., Foo, L. G., Ke, Q., Rahmani, H., Fan, Z. & Liu, J., 1/02/2024, In: IEEE Transactions on Multimedia. 26, p. 2016-2026 11 p.

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

  64. 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

  65. Published

    Unsupervised Domain Adaptation via Domain-Adaptive Diffusion

    Peng, D., Ke, Q., Ambikapathi, A., Yazici, Y., Lei, Y. & Liu, J., 31/12/2024, In: IEEE Transactions on Image Processing. 33, p. 4245-4260 16 p.

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

  66. Published

    Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation

    Peng, D., Hu, P., Ke, Q. & Liu, J., 15/01/2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers Inc., p. 808-820 13 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

  67. Published

    Unified Prompt Attack Against Text-to-Image Generation Models

    Peng, D., Ke, Q., Huang, M. H., Hu, P. & Liu, J., 30/06/2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 6, p. 4816-4834 19 p.

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

  68. 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

  69. 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

  70. 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

  71. 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

  72. 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

  73. Forthcoming

    DisC-GS: Discontinuity-aware Gaussian Splatting

    Qu, H., Li, Z., Rahmani, H., Cai, Y. & Liu, J., 25/09/2024, (Accepted/In press) Advances in Neural Information Processing Systems 38 (NeurIPS 2025).

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

  74. 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

  75. 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

  76. 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

  77. 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

  78. 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

  79. Published

    BDAL: Balanced Distribution Active Learning for MRI Cardiac Multistructures Segmentation

    Shu, X., Yang, Y., Liu, J., Chang, X. & Wu, B., 30/04/2024, In: IEEE Transactions on Industrial Informatics. 20, 4, p. 6099-6108 10 p.

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

  80. 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

  81. 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

  82. 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

  83. 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

  84. 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

  85. 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

  86. 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

  87. Published

    Toward Class-Agnostic Tracking Using Feature Decorrelation in Point Clouds

    Tian, S., Liu, J. & Liu, X., 31/12/2024, In: IEEE Transactions on Image Processing. 33, p. 682-695 14 p.

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

  88. 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

  89. 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

  90. 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

  91. Published

    Precise facial landmark detection by Dynamic Semantic Aggregation Transformer

    Wan, J., Liu, H., Wu, Y., Lai, Z., Min, W. & Liu, J., 31/12/2024, In: Pattern Recognition. 156, 110827.

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

  92. E-pub ahead of print

    Meet JEANIE: A Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment

    Wang, L., Liu, J., Zheng, L., Gedeon, T. & Koniusz, P., 6/05/2024, (E-pub ahead of print) In: International Journal of Computer Vision. 132, p. 4091-4122 31 p.

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

  93. Published

    Dear-Net: Learning Diversities for Skeleton-Based Early Action Recognition

    Wang, R., Liu, J., Ke, Q., Peng, D. & Lei, Y., 31/12/2023, In: IEEE Transactions on Multimedia. 25, p. 1175-1189 15 p.

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

  94. 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

  95. Published

    Trusted Semi-Supervised Multi-View Classification With Contrastive Learning

    Wang, X., Wang, Y., Wang, Y., Huang, A. & Liu, J., 31/12/2024, In: IEEE Transactions on Multimedia. 26, p. 8268-8278 11 p.

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

  96. 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

  97. 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

  98. Published

    SemTrack: Large-Scale Dataset for Semantic Tracking in the Wild

    Wang, P., Hui, X., Wu, J., Yang, Z., Ong, K. E., Zhao, X., Lu, B., Huang, D., Ling, E., Chen, W., Ma, K. T., Hur, M. & Liu, J., 7/12/2024, Computer Vision -- ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXIV. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer, p. 486-504 19 p. (Lecture Notes in Computer Science; vol. 15082).

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

  99. E-pub ahead of print

    Few-shot 3D Point Cloud Segmentation via Relation Consistency-guided Heterogeneous Prototypes

    Wei, L., Lang, C., Xu, Z., Liang, L. & Liu, J., 3/04/2025, (E-pub ahead of print) In: IEEE Transactions on Multimedia.

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

  100. Published

    UDT: U-shaped deformable transformer for subarachnoid haemorrhage image segmentation

    Xie, W., Jin, L., Hua, S., Sun, H., Sun, B., Tu, Z. & Liu, J., 30/06/2024, In: CAAI Transactions on Intelligence Technology. 9, 3, p. 756-768 13 p.

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

Previous 1 2 Next

Back to top