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Research

Professor Hossein Rahmani

Professor in Computer Vision and Machine Learning

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  1. 2025
  2. E-pub ahead of print

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

    Foo, L. G., Rahmani, H. & Liu, J., 8/04/2025, (E-pub ahead of print) In: ACM Computing Surveys.

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

  3. 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., 18/03/2025, (E-pub ahead of print) In: IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 1-17 17 p.

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

  4. Published

    Demonstrable and anatomy-driven knuckle identification via crease map segmentation

    Vyas, R., Williams, B., Rahmani, H., Boswell-Challand, R., Jiang, Z., Angelov, P. & Black, S., 21/02/2025, In: Signal, Image and Video Processing. 19, 4, 318.

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

  5. E-pub ahead of print

    Unpaired 3D Shape-to-Shape Translation via Gradient-Guided Triplane Diffusion

    Zhang, W., Rahmani, H. & Liu, J., 28/01/2025, (E-pub ahead of print) In: IEEE Transactions on Visualization and Computer Graphics. 13 p.

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

  6. 2024
  7. 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

  8. 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

  9. E-pub ahead of print

    Action Detection Via an Image Diffusion Process

    Foo, L. G., Li, T., Rahmani, H. & Liu, J., 17/06/2024, (E-pub ahead of print) 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

  10. 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

  11. Published

    Action Detection via an Image Diffusion Process

    Foo, L. G., Li, T., Rahmani, H. & Liu, J., 1/04/2024.

    Research output: Working paper › Preprint

  12. Published

    Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation

    Yang, X., Rahmani, H., Black, S. & Williams, B. M., 27/02/2024, Arxiv.

    Research output: Working paper › Preprint

  13. Forthcoming

    LLMs are Sign Language Translators

    Gong, J., Foo, L. G., Rahmani, H. & Liu, J., 26/02/2024, (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

  14. Published

    DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping

    Yang, S., Qin, H., Yuan, S., Yan, X. & Rahmani, H., 14/02/2024, Arxiv.

    Research output: Working paper › Preprint

  15. Published

    Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports

    Li, H., Deng, A., Ke, Q., Liu, J., Rahmani, H., Guo, Y. & Schiele, B., 14/02/2024, Arxiv.

    Research output: Working paper › Preprint

  16. 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

  17. 2023
  18. Published

    3D Points Splatting for Real-Time Dynamic Hand Reconstruction.

    Jiang, Z., Rahmani, H., Black, S. & Williams, B. M., 21/12/2023, In: arXiv. 2312.13770.

    Research output: Contribution to Journal/Magazine › Journal article

  19. E-pub ahead of print

    Deep orientated distance-transform network for geometric-aware centerline detection

    Jiang, Z., Rahmani, H., Angelov, P., Vyas, R., Zhou, H., Black, S. & Williams, B., 18/10/2023, (E-pub ahead of print) In: Pattern Recognition. 146, 110028.

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

  20. Forthcoming

    Deep Reinforcement Learning based Energy-Efficient Aggregation Model for Wireless Sensor Network

    Alsalmi, N., Navaie, K. & Rahmani, H., 10/10/2023, (Accepted/In press) ICCCNet-2023. SPRINGER

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

  21. 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

  22. Published

    A probabilistic attention model with occlusion-aware texture regression for 3D hand reconstruction from a single RGB image

    Jiang, Z., Rahmani, H., Black, S. & Williams, B., 23/06/2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE, p. 758-767 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

  23. Published

    A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image.

    Jiang, Z., Rahmani, H., Black, S. & Williams, B. M., 20/06/2023, In: CoRR. abs/2304.14299

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

  24. Published

    Contrastive Training with More Data

    Mander, S., Piao, S. & Rahmani, H., 1/05/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  25. 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

  26. 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

  27. Forthcoming

    Token Boosting for Robust Self-Supervised Visual Transformer Pre-training

    Rahmani, H., 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

  28. Forthcoming

    Unified Pose Sequence Modeling

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

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

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