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

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

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

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

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

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

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

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

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

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

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

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

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

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

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.

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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).

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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

The Multi-Modal Video Reasoning and Analyzing Competition

Peng, H., Huang, H., Xu, L., Li, T., Liu, J., Rahmani, H., Ke, Q., Guo, Z., Wu, C., Li, R., Ye, M., Wang, J., Zhang, J., Liu, Y., He, T., Zhang, F., Liu, X. & Lin, T., 24/11/2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, p. 806-813 8 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2021-October).

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

Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition

Vyas, R., Rahmani, H., Boswell-Challand, R., Angelov, P., Black, S. & Williams, B., 4/08/2021, International Joint Conference on Biometrics (IJCB-2021). Shenzhen, China: IEEE, p. 1-8 8 p. 9484356. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

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

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.

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Learning a non-linear knowledge transfer model for cross-view action recognition

Rahmani, H., 2015, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. IEEE, p. 2458-2466 9 p.

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

Real Time Action Recognition Using Histograms of Depth Gradients and Random Decision Forests

Rahmani, H., Mahmood, A., Huynh, D. Q. & Mian, A., 2014, IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, p. 626-633 8 p.

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

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

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