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Dr Hossein Rahmani

Lecturer in Data Science

  1. Chapter (peer-reviewed)
  2. 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

  3. Chapter
  4. 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/ISSNChapter

  5. 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/ISSNChapter

  6. Conference contribution/Paper
  7. 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

  8. 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/ISSNConference contribution/Paperpeer-review

  9. 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/ISSNConference contribution/Paperpeer-review

  10. 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/ISSNConference contribution/Paperpeer-review

  11. 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/ISSNConference contribution/Paperpeer-review

  12. Conference paper
  13. Published

    A New Lossless Watermarking Scheme Based on DCT Coefficients

    Rahmani, H., 2010.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  14. Published

    A Semi-Blind Robust Watermarking Scheme Based on Most Perceptually Important Region of Images

    Rahmani, H., 2010.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  15. Published

    A Disk Scheduling Algorithm Based on ANT Colony Optimization

    Rahmani, H., 2009.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  16. Published

    An Efficient Disk Scheduling Algorithm for Multimedia System Based on GSR Algorithm

    Rahmani, H., 2009.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  17. Journal article
  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. Published

    Three‐dimensional scanning for measurement of bulk density in gravelly soils

    Scanlan, C. A., Rahmani, H., Bowles, R. & Bennamoun, M., 09/2018, In: Soil Use and Management. 34, 3, p. 380-387 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  27. 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, In: IEEE Access. 6, p. 48147-48145 9 p.

    Research output: Contribution to journalJournal articlepeer-review

  28. 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 journalJournal articlepeer-review

  29. 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 journalJournal articlepeer-review

  30. 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 journalJournal articlepeer-review

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