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Research

Professor Hossein Rahmani

Professor in Computer Vision and Machine Learning

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  1. E-pub ahead of print

    Diff9D: Diffusion-Based Domain-Generalized Category-Level 9-DoF Object Pose Estimation

    Liu, J., Sun, W., Yang, H., Deng, P., Liu, C., Sebe, N., Rahmani, H. & Mian, A., 31/07/2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 7, p. 5520-5537 18 p.

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

  2. 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

  3. 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

  4. Published

    Discriminative human action classification using locality-constrained linear coding

    Rahmani, H., Huynh, D. Q., Mahmood, A. & Mian, A., 1/03/2016, In: Pattern Recognition Letters. 72, p. 62-71 10 p.

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

  5. 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

  6. Published

    DL-Reg: A Deep Learning Regularization Technique using Linear Regression

    Dialameh, M., Hamzeh, A. & Rahmani, H., 31/10/2020, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  7. E-pub ahead of print

    Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition

    Rahmani, H., 27/10/2022, (E-pub ahead of print) Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition. Springer, (European Conference on Computer Vision (ECCV)).

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

  8. Published

    Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data

    Li, T., Ke, Q., Rahmani, H., Ho, R. E., Ding, H. & Liu, J., 28/02/2022, 2021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 13414-13423 10 p.

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

  9. Forthcoming

    Energy and Throughput Efficient Mobile Wireless Sensor Networks: A Deep Reinforcement Learning Approach

    Alsalmi, N., Navaie, K. & Rahmani, H., 26/04/2024, (Accepted/In press) In: IET Networks.

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

  10. Published

    Ensemble-Based Bounding Box Regression for Enhanced Knuckle Localization

    Vyas, R., Williams, B. M., Rahmani, H., Boswell-Challand, R., Jiang, Z., Angelov, P. & Black, S., 17/02/2022, In: Sensors. 22, 4, 18 p., 1569.

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

  11. E-pub ahead of print

    ERA: Expert Retrieval and Assembly for Early Action Prediction

    Rahmani, H., 27/10/2022, (E-pub ahead of print) European Conference on Computer Vision (ECCV). Springer

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

    GradAuto: Energy-oriented Attack on Dynamic Neural Networks

    Pan, J., Zheng, Q., Fan, Z., Rahmani, H., Ke, Q. & Liu, J., 28/10/2022, European Conference on Computer Vision (ECCV). Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 637-653 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13664).

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

  14. 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

  15. Published

    Graph-context Attention Networks for Size-varied Deep Graph Matching

    Jiang, Z., Rahmani, H., Angelov, P., Black, S. & Williams, B., 27/09/2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 2333-2342 10 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

  16. Published

    Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

    Baisa, N. L., Jiang, Z., Vyas, R., Williams, B., Rahmani, H., Angelov, P. & Black, S., 13/01/2021, In: arXiv.

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

  17. Published

    Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

    Baisa, N. L., Williams, B., Rahmani, H., Angelov, P. & Black, S., 2/06/2022, 2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022).

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

  18. Published

    Hardware Design of a New Genetic Based Disk Scheduling Method

    Rahmani, H., 2011, In: Real-Time Systems.

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

  19. Published

    Histogram of oriented principal components for cross-view action recognition

    Rahmani, H., Mahmood, A., Huynh, D. & Mian, A., 1/12/2016, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 38, 12, p. 2430-2443 14 p.

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

  20. Published

    HOPC: Histogram of oriented principal components of 3D pointclouds for action recognition

    Rahmani, H., Mahmood, A., Huynh, D. Q. & Mian, A., 2014, Computer Vision – ECCV 2014. . Fleet, D., Pajdla, T., Schiele, B. & Tuytelaars, T. (eds.). Cham: Springer, p. 742-757 16 p.

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

  21. 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

  22. E-pub ahead of print

    Identity adaptation for person re-identification

    Ke, Q., Bennamoun, M., Rahmani, H., An, S., Sohel, F. & Boussaid, F., 31/08/2018, (E-pub ahead of print) In: IEEE Access. 6, p. 48147-48145 9 p.

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

  23. E-pub ahead of print

    IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition

    Rahmani, H., 27/10/2022, (E-pub ahead of print) European Conference on Computer Vision (ECCV). Springer

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

  24. Published

    Learning a deep model for human action recognition from novel viewpoints

    Rahmani, H., Mian, A. & Shah, M., 1/03/2018, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 3, p. 667-681 15 p.

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

  25. Published

    Learning a non-linear knowledge transfer model for cross-view action recognition

    Rahmani, H., 2015, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. IEEE, p. 2458-2466 9 p.

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

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