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Research

Professor Hossein Rahmani

Professor in Computer Vision and Machine Learning

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  1. 2019
  2. 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

  3. 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

  4. 2018
  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 2017
  11. 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

  12. 2016
  13. 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 Journal/Magazine › Journal article › peer-review

  14. 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

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