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Dr Hossein Rahmani

Lecturer in Data Science

  1. 2021
  2. 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 journalJournal articlepeer-review

  3. 2020
  4. Published

    Screening COVID-19 Based on CT/CXR Images & Building a Publicly Available CT-scan Dataset of COVID-19

    Dialameh, M., Hamzeh, A., Rahmani, H., Radmard, A. R. & Dialameh, S., 28/12/2020, In: arxiv.org.

    Research output: Contribution to journalJournal articlepeer-review

  5. Published

    Human Action Recognition from Various Data Modalities: A Review

    Sun, Z., Liu, J., Ke, Q., Rahmani, H., Bennamoun, M. & Wang, G., 22/12/2020, In: arXiv.

    Research output: Contribution to journalJournal articlepeer-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 journalJournal article

  7. Published

    Learning Latent Global Network for Skeleton-based Action Prediction

    Ke, Q. & Rahmani, H., 1/01/2020, In: IEEE Transactions on Image Processing. 29, p. 959 - 970 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  8. 2019
  9. Published

    Single image dehazing using deep neural networks

    Hodges, C., Bennamoun, M. & Rahmani, H., 1/12/2019, In: Pattern Recognition Letters. 128, p. 70-77 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  10. E-pub ahead of print

    Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition

    Liu, J., Rahmani, H., Akhtar, N. & Mian, A., 6/08/2019, In: International Journal of Computer Vision. 20 p.

    Research output: Contribution to journalJournal articlepeer-review

  11. Published

    Automated segmentation of gravel particles from depth images of gravel-soil mixtures

    Rahmani, H., Scanlan, C. A., Nadeem, U., Bennamoun, M. & Bowles, R., 1/07/2019, In: Computers and Geosciences. 128, p. 1-10 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  12. Published

    Deep Learning for Driverless Vehicles

    Hodges, C., An, S., Rahmani, H. & Bennamoun, M., 1/03/2019, Handbook of Deep Learning Applications. Balas, V., Roy, S., Sharma, D. & Samui, P. (eds.). Cham: Springer, p. 83-99 17 p. ( Smart Innovation, Systems and Technologies; vol. 136).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  13. 2018
  14. 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/ISSNConference contribution/Paperpeer-review

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