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Dr Hossein Rahmani

Senior Lecturer in Data Science

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  1. Preprint
  2. Published

    Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation

    Yang, X., Rahmani, H., Black, S. & Williams, B. M., 27/02/2024, Arxiv.

    Research output: Working paper › Preprint

  3. Published

    DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping

    Yang, S., Qin, H., Yuan, S., Yan, X. & Rahmani, H., 14/02/2024, Arxiv.

    Research output: Working paper › Preprint

  4. Published

    Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports

    Li, H., Deng, A., Ke, Q., Liu, J., Rahmani, H., Guo, Y. & Schiele, B., 14/02/2024, Arxiv.

    Research output: Working paper › Preprint

  5. Book
  6. 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

  7. Journal article
  8. Forthcoming

    Energy and Throughput Efficient Mobile Wireless Sensor Networks: A Deep Reinforcement Learning Approach

    Alsalmi, N., Navaie, K. & Rahmani, H., 26/04/2024, (Accepted/In press) In: IET Networks.

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

  9. Published

    Progressive Channel-Shrinking Network

    Pan, J., Yang, S., Foo, L. G., Ke, Q., Rahmani, H., Fan, Z. & Liu, J., 1/02/2024, In: IEEE Transactions on Multimedia. 26, p. 2016-2026 11 p.

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

  10. Published

    GradMDM: Adversarial Attack on Dynamic Networks

    Pan, J., Foo, L. G., Zheng, Q., Fan, Z., Rahmani, H., Ke, Q. & Liu, J., 1/09/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 9, p. 11374-11381 8 p.

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

  11. Published

    A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image.

    Jiang, Z., Rahmani, H., Black, S. & Williams, B. M., 20/06/2023, In: CoRR. abs/2304.14299

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

  12. Published

    Human Action Recognition from Various Data Modalities: A Review

    Sun, Z., Ke, Q., Rahmani, H., Bennamoun, M., Wang, G. & Liu, J., 1/03/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 3, p. 3200-3225 26 p., 3.

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

  13. Published

    Robust monocular 3D face reconstruction under challenging viewing conditions

    Mohaghegh, H., Rahmani, H. & Bennamoun, M., 1/02/2023, In: Neurocomputing. 520, p. 82-93 12 p.

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

  14. Published

    Proposing a novel deep network for detecting COVID-19 based on chest images

    Dialameh, M., Hamzeh, A., Rahmani, H., Radmard, A. R. & Dialameh, S., 24/02/2022, In: Scientific Reports. 12, 1, 12 p., 3116.

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

  15. 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

  16. Published

    Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification

    Yue, J., Fang, L., Rahmani, H. & Ghamisi, P., 1/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 13 p., 5501813.

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

  17. Published

    Multi-Branch with Attention Network for Hand-Based Person Recognition.

    Baisa, N. L., Williams, B. M., Rahmani, H., Angelov, P. P. & Black, S., 4/08/2021, In: arXiv. abs/2108.02234

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

  19. Published

    Recent Advances of Continual Learning in Computer Vision: An Overview

    Rahmani, H., 2021, In: arxiv.org.

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

  20. 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 Journal/Magazine › Journal article › peer-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 Journal/Magazine › Journal 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 Journal/Magazine › Journal article › peer-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 Journal/Magazine › Journal article › peer-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, (E-pub ahead of print) In: International Journal of Computer Vision. 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-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 Journal/Magazine › Journal article › peer-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 Journal/Magazine › Journal article › peer-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, (E-pub ahead of print) In: IEEE Access. 6, p. 48147-48145 9 p.

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

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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

  36. Conference paper
  37. Published

    Contrastive Training with More Data

    Mander, S., Piao, S. & Rahmani, H., 1/05/2023.

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

  38. 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

  39. 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

  40. 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

  41. 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

  42. Conference contribution/Paper
  43. Forthcoming

    Deep Reinforcement Learning based Energy-Efficient Aggregation Model for Wireless Sensor Network

    Alsalmi, N., Navaie, K. & Rahmani, H., 10/10/2023, (Accepted/In press) ICCCNet-2023. SPRINGER

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

  44. Forthcoming

    DiffPose: Toward More Reliable 3D Pose Estimation

    Rahmani, H., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE

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

  45. Forthcoming

    Token Boosting for Robust Self-Supervised Visual Transformer Pre-training

    Rahmani, H., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE

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

  46. Forthcoming

    Unified Pose Sequence Modeling

    Rahmani, H., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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

  47. Forthcoming

    Reinforced Learning for Label-Efficient 3D Face Reconstruction

    Mohaghegh, H., Rahmani, H., Laga, H., Boussaid, F. & Bennamoun, M., 16/01/2023, (Accepted/In press) IEEE International Conference on Robotics and Automation (ICRA).

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

  48. Published

    GradAuto: Energy-oriented Attack on Dynamic Neural Networks

    Pan, J., Zheng, Q., Fan, Z., Rahmani, H., Ke, Q. & Liu, J., 28/10/2022, European Conference on Computer Vision (ECCV). Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 637-653 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13664).

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

  49. 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

  50. 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

  51. E-pub ahead of print

    IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition

    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

  52. Published

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

    Jiang, Z., Rahmani, H., Angelov, P., Black, S. & Williams, B., 27/09/2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 2333-2342 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

  53. Published

    Meta Agent Teaming Active Learning for Pose Estimation

    Gong, J., Fan, Z., Ke, Q., Rahmani, H. & Liu, J., 27/09/2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 11069-11079 11 p. (2022 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

  54. Published

    REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos

    Ma, X., Rahmani, H., Fan, Z., Yang, B., Cheng, J. & Liu, J., 28/06/2022, Proceedings of the 36th AAAI Conference on Artificial Intelligence. Palo Alto, Calif. : AAAI press, p. 1944-1952 9 p.

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

  55. Published

    Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

    Baisa, N. L., Williams, B., Rahmani, H., Angelov, P. & Black, S., 2/06/2022, 2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022).

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

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