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Research

Dr Hossein Rahmani

Senior Lecturer in Data Science

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  1. 2020
  2. 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 Journal/Magazine › Journal article › peer-review

  3. 2019
  4. 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 Journal/Magazine › Journal article › peer-review

  5. 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, (E-pub ahead of print) In: International Journal of Computer Vision. 20 p.

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

  6. 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 Journal/Magazine › Journal article › peer-review

  7. 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

  8. 2018
  9. 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

  10. 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 Journal/Magazine › Journal article › peer-review

  11. 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

  12. 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

  13. Published

    A Guide to Convolutional Neural Networks for Computer Vision

    Khan, S., Rahmani, H., Shah, S. A. A. & Bennamoun, M., 13/02/2018, Morgan and Claypool. 207 p. (Synthesis Lectures on Computer Vision; vol. 8)

    Research output: Book/Report/Proceedings › Book

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