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Research

Dr Hossein Rahmani

Senior Lecturer in Data Science

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  1. 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

  2. Published

    A Disk Scheduling Algorithm Based on ANT Colony Optimization

    Rahmani, H., 2009.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  3. Published

    A Genetic Based Disk Scheduling Method to Decrease Makespan and Missed Tasks

    Rahmani, H., 2010, In: Information Systems.

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

  4. 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

  5. Published

    A New Lossless Watermarking Scheme Based on DCT Coefficients

    Rahmani, H., 2010.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  6. Published

    A New Real Time Disk-Scheduling Method Based on GSR Algorithm

    Rahmani, H., 2010, In: Journal of Systems and Software.

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

  7. Published

    A New Robust Watermarking Scheme to Increase Image Security

    Rahmani, H., Mortezaei, R. & Ebrahimi Moghaddam, M., 20/10/2010, In: EURASIP Journal on Advances in Signal Processing. 2010, 30 p., 428183.

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

  8. Published

    A novel scheme for intelligent recognition of pornographic images

    Kia, S. M., Rahmani, H., Mortezaei, R., Ebrahimi Moghaddam, M. & Namazi, A., 1/02/2014, In: arxiv.org.

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

  9. 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 paper › peer-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/ISSN › Conference contribution/Paper › peer-review

  11. 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 paper › peer-review

  12. 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

  13. 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

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

  15. 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 Journal/Magazine › Journal article

  16. E-pub ahead of print

    Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition

    Rahmani, H., 27/10/2022, (E-pub ahead of print) Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition. Springer, (European Conference on Computer Vision (ECCV)).

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

  17. Published

    Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data

    Li, T., Ke, Q., Rahmani, H., Ho, R. E., Ding, H. & Liu, J., 28/02/2022, 2021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 13414-13423 10 p.

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

  18. Published

    Ensemble-Based Bounding Box Regression for Enhanced Knuckle Localization

    Vyas, R., Williams, B. M., Rahmani, H., Boswell-Challand, R., Jiang, Z., Angelov, P. & Black, S., 17/02/2022, In: Sensors. 22, 4, 18 p., 1569.

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

  19. E-pub ahead of print

    ERA: Expert Retrieval and Assembly for Early Action Prediction

    Rahmani, H., 27/10/2022, (E-pub ahead of print) European Conference on Computer Vision (ECCV). Springer

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

  20. 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

  21. Published

    Graph-context Attention Networks for Size-varied Deep Graph Matching

    Jiang, Z., Rahmani, H., Angelov, P., Black, S. & Williams, B., 27/09/2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 2343-2352 10 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).

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

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

  23. Published

    Hardware Design of a New Genetic Based Disk Scheduling Method

    Rahmani, H., 2011, In: Real-Time Systems.

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

  24. 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

  25. 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

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