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Research

Dr Hossein Rahmani

Senior Lecturer in Data Science

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  1. Conference contribution/Paper
  2. Published

    Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition

    Vyas, R., Rahmani, H., Boswell-Challand, R., Angelov, P., Black, S. & Williams, B., 4/08/2021, International Joint Conference on Biometrics (IJCB-2021). Shenzhen, China: IEEE, p. 1-8 8 p. 9484356. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

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

  3. 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

  4. 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

  5. Published

    Real Time Action Recognition Using Histograms of Depth Gradients and Random Decision Forests

    Rahmani, H., Mahmood, A., Huynh, D. Q. & Mian, A., 2014, IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, p. 626-633 8 p.

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

  6. Published

    Action Classification with Locality-constrained Linear Coding

    Rahmani, H., Mahmood, A., Huynh, D. Q. & Mian, A., 2014, 2014 22nd International Conference on Pattern Recognition. IEEE, p. 3511-3516 6 p.

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

  7. 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

  8. Chapter
  9. Published

    Learning action recognition model from depth and skeleton videos

    Rahmani, H. & Bennamoun, M., 22/12/2017, Proceedings of the IEEE International Conference on Computer Vision. Institute of Electrical and Electronics Engineers Inc., p. 5833-5842 10 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2017-October).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  10. Published

    3D action recognition from novel viewpoints

    Rahmani, H. & Mian, A., 27/06/2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 1506-1515 10 p. (2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  11. Chapter (peer-reviewed)
  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/ISSN › Chapter (peer-reviewed) › peer-review

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