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Research

Professor Hossein Rahmani

Professor in Computer Vision and Machine Learning

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  1. Preprint
  2. Published

    Action Detection via an Image Diffusion Process

    Foo, L. G., Li, T., Rahmani, H. & Liu, J., 1/04/2024.

    Research output: Working paper › Preprint

  3. 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

  4. 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

  5. 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

  6. Book
  7. 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

  8. Journal article
  9. Published

    AI-Generated Content (AIGC) for Various Data Modalities: A Survey

    Foo, L. G., Rahmani, H. & Liu, J., 6/05/2025, In: ACM Computing Surveys. 57, 9, 66 p., 243.

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

  10. E-pub ahead of print

    Diff9D: Diffusion-Based Domain-Generalized Category-Level 9-DoF Object Pose Estimation

    Liu, J., Sun, W., Yang, H., Deng, P., Liu, C., Sebe, N., Rahmani, H. & Mian, A., 31/07/2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 7, p. 5520-5537 18 p.

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

  11. Published

    Demonstrable and anatomy-driven knuckle identification via crease map segmentation

    Vyas, R., Williams, B., Rahmani, H., Boswell-Challand, R., Jiang, Z., Angelov, P. & Black, S., 21/02/2025, In: Signal, Image and Video Processing. 19, 4, 318.

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

  12. E-pub ahead of print

    Unpaired 3D Shape-to-Shape Translation via Gradient-Guided Triplane Diffusion

    Zhang, W., Rahmani, H. & Liu, J., 28/01/2025, (E-pub ahead of print) In: IEEE Transactions on Visualization and Computer Graphics. 13 p.

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

  13. 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

  14. 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

  15. Published

    3D Points Splatting for Real-Time Dynamic Hand Reconstruction.

    Jiang, Z., Rahmani, H., Black, S. & Williams, B. M., 21/12/2023, In: arXiv. 2312.13770.

    Research output: Contribution to Journal/Magazine › Journal article

  16. E-pub ahead of print

    Deep orientated distance-transform network for geometric-aware centerline detection

    Jiang, Z., Rahmani, H., Angelov, P., Vyas, R., Zhou, H., Black, S. & Williams, B., 18/10/2023, (E-pub ahead of print) In: Pattern Recognition. 146, 110028.

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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

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