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ORCIDHossein Rahmani 0001
Person information
- affiliation: Lancaster University, School of Computing and Communications, UK
- affiliation (PhD 2016): University of Western Australia, School of Computer Science and Software Engineering, Australia
- affiliation (former): Shahid Beheshti University, Electrical and Computer Engineering Department, Tehran, Iran
Other persons with the same name
- Hossein Rahmani 0002
![[0000-0003-2988-6178]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0003-2988-6178")
— Iran University of Science and Technology, School of Computer Engineering, Tehran, Iran (and 3 more) - Hossein Rahmani 0003 — University of Sistan and Baluchestan, Department of Mechanical Engineering, Zahedan, Iran (and 1 more)
- Hossein Rahmani 0004 — TU Wien, Institute of Information Systems Engineering, Vienna, Austria
- Hossein Rahmani 0005 — University of British Columbia, Canada
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Books and Theses
- 2018
[b1]Salman Hameed Khan, Hossein Rahmani, Syed Afaq Ali Shah, Mohammed Bennamoun:
A Guide to Convolutional Neural Networks for Computer Vision. Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers 2018, ISBN 978-3-031-00693-7
Journal Articles
- 2024
- [j21]Maryam Dialameh, Ali Hamzeh, Hossein Rahmani, Safoura Dialameh, Hyock Ju Kwon:
DL-Reg: A deep learning regularization technique using linear regression. Expert Syst. Appl. 247: 123182 (2024) - [j20]Zheheng Jiang, Hossein Rahmani, Plamen Angelov, Ritesh Vyas, Huiyu Zhou, Sue Black, Bryan M. Williams:
Deep orientated distance-transform network for geometric-aware centerline detection. Pattern Recognit. 146: 110028 (2024) - [j19]Shiqi Yang, Hanlin Qin, Shuai Yuan, Xiang Yan, Hossein Rahmani:
DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j18]Jianhong Pan, Siyuan Yang, Lin Geng Foo, Qiuhong Ke, Hossein Rahmani, Zhipeng Fan, Jun Liu:
Progressive Channel-Shrinking Network. IEEE Trans. Multim. 26: 2016-2026 (2024) - 2023
- [j17]Hoda Mohaghegh, Farid Boussaïd, Hamid Laga, Hossein Rahmani, Mohammed Bennamoun:
Robust monocular 3D face reconstruction under challenging viewing conditions. Neurocomputing 520: 82-93 (2023) - [j16]Zehua Sun, Qiuhong Ke, Hossein Rahmani, Mohammed Bennamoun, Gang Wang, Jun Liu:
Human Action Recognition From Various Data Modalities: A Review. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3200-3225 (2023) - [j15]Jianhong Pan, Lin Geng Foo, Qichen Zheng, Zhipeng Fan, Hossein Rahmani, Qiuhong Ke, Jun Liu:
GradMDM: Adversarial Attack on Dynamic Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 11374-11381 (2023) - 2022
- [j14]Ritesh Vyas, Bryan M. Williams, Hossein Rahmani, Ricki Boswell-Challand, Zheheng Jiang, Plamen Angelov, Sue Black:
Ensemble-Based Bounding Box Regression for Enhanced Knuckle Localization. Sensors 22(4): 1569 (2022) - [j13]Jun Yue, Leyuan Fang, Hossein Rahmani, Pedram Ghamisi:
Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - 2020
- [j12]Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd:
Learning Latent Global Network for Skeleton-Based Action Prediction. IEEE Trans. Image Process. 29: 959-970 (2020) - 2019
- [j11]Hossein Rahmani, Craig Scanlan, Uzair Nadeem, Mohammed Bennamoun, Richard Bowles:
Automated segmentation of gravel particles from depth images of gravel-soil mixtures. Comput. Geosci. 128: 1-10 (2019) - [j10]Jian Liu, Hossein Rahmani, Naveed Akhtar, Ajmal Mian:
Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition. Int. J. Comput. Vis. 127(10): 1545-1564 (2019) - [j9]Cameron Hodges, Mohammed Bennamoun, Hossein Rahmani:
Single image dehazing using deep neural networks. Pattern Recognit. Lett. 128: 70-77 (2019) - 2018
- [j8]Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd:
Identity Adaptation for Person Re-Identification. IEEE Access 6: 48147-48155 (2018) - [j7]Hossein Rahmani, Ajmal S. Mian, Mubarak Shah:
Learning a Deep Model for Human Action Recognition from Novel Viewpoints. IEEE Trans. Pattern Anal. Mach. Intell. 40(3): 667-681 (2018) - 2016
- [j6]Hossein Rahmani, Arif Mahmood, Du Q. Huynh, Ajmal S. Mian:
Histogram of Oriented Principal Components for Cross-View Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 38(12): 2430-2443 (2016) - [j5]Hossein Rahmani, Du Q. Huynh, Arif Mahmood, Ajmal S. Mian:
Discriminative human action classification using locality-constrained linear coding. Pattern Recognit. Lett. 72: 62-71 (2016) - 2011
- [j4]Hossein Rahmani, Mohammad Reza Bonyadi, Amir Momeni, Mohsen Ebrahimi Moghaddam, Maghsoud Abbaspour:
Hardware design of a new genetic based disk scheduling method. Real Time Syst. 47(1): 41-71 (2011) - 2010
- [j3]Hossein Rahmani, Reza Mortezaei, Mohsen Ebrahimi Moghaddam:
A New Robust Watermarking Scheme to Increase Image Security. EURASIP J. Adv. Signal Process. 2010 (2010) - [j2]Mohammad Reza Bonyadi, Hossein Rahmani, Mohsen Ebrahimi Moghaddam:
A genetic based disk scheduling method to decrease makespan and missed tasks. Inf. Syst. 35(7): 791-803 (2010) - [j1]Hossein Rahmani, Mohammad Mehdi Faghih, Mohsen Ebrahimi Moghaddam:
A new real time disk-scheduling method based on GSR algorithm. J. Syst. Softw. 83(11): 2147-2164 (2010)
Conference and Workshop Papers
- 2024
- [c34]Lin Geng Foo, Tianjiao Li, Hossein Rahmani, Jun Liu:
Action Detection via an Image Diffusion Process. CVPR 2024: 18351-18361 - [c33]Jia Gong, Lin Geng Foo, Yixuan He, Hossein Rahmani, Jun Liu:
LLMs are Good Sign Language Translators. CVPR 2024: 18362-18372 - [c32]Xiaofei Hui, Qian Wu, Hossein Rahmani, Jun Liu:
Class-Agnostic Object Counting with Text-to-Image Diffusion Model. ECCV (69) 2024: 1-18 - [c31]Zhengbo Zhang, Li Xu, Duo Peng, Hossein Rahmani, Jun Liu:
Diff-Tracker: Text-to-Image Diffusion Models are Unsupervised Trackers. ECCV (28) 2024: 319-337 - [c30]Feixiang Zhou, Bryan M. Williams, Hossein Rahmani:
Towards Adaptive Pseudo-Label Learning for Semi-Supervised Temporal Action Localization. ECCV (62) 2024: 320-338 - [c29]Xinyu Yang, Hossein Rahmani, Sue Black, Bryan M. Williams:
Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation. ECCV (56) 2024: 459-478 - [c28]Wenxiao Zhang, Hossein Rahmani, Xun Yang, Jun Liu:
Reverse2Complete: Unpaired Multimodal Point Cloud Completion via Guided Diffusion. ACM Multimedia 2024: 5892-5901 - 2023
- [c27]Zheheng Jiang, Hossein Rahmani, Sue Black, Bryan M. Williams:
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image. CVPR 2023: 758-768 - [c26]Lin Geng Foo, Tianjiao Li, Hossein Rahmani, Qiuhong Ke, Jun Liu:
Unified Pose Sequence Modeling. CVPR 2023: 13019-13030 - [c25]Jia Gong, Lin Geng Foo, Zhipeng Fan, Qiuhong Ke, Hossein Rahmani, Jun Liu:
DiffPose: Toward More Reliable 3D Pose Estimation. CVPR 2023: 13041-13051 - [c24]Tianjiao Li, Lin Geng Foo, Ping Hu, Xindi Shang, Hossein Rahmani, Zehuan Yuan, Jun Liu:
Token Boosting for Robust Self-Supervised Visual Transformer Pre-training. CVPR 2023: 24027-24038 - [c23]Lin Geng Foo, Jia Gong, Hossein Rahmani, Jun Liu:
Distribution-Aligned Diffusion for Human Mesh Recovery. ICCV 2023: 9187-9198 - [c22]Stephen Mander, Scott Piao, Hossein Rahmani:
Contrastive Training with more data. Tiny Papers @ ICLR 2023 - [c21]Hoda Mohaghegh, Hossein Rahmani, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun:
Reinforced Learning for Label-Efficient 3D Face Reconstruction. ICRA 2023: 6028-6034 - 2022
- [c20]Xianzheng Ma, Hossein Rahmani, Zhipeng Fan, Bin Yang, Jun Chen, Jun Liu:
REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos. AAAI 2022: 1944-1952 - [c19]Zheheng Jiang, Hossein Rahmani, Plamen Angelov, Sue Black, Bryan M. Williams:
Graph-context Attention Networks for Size-varied Deep Graph Matching. CVPR 2022: 2333-2342 - [c18]Jia Gong, Zhipeng Fan, Qiuhong Ke, Hossein Rahmani, Jun Liu:
Meta Agent Teaming Active Learning for Pose Estimation. CVPR 2022: 11069-11079 - [c17]Tianjiao Li, Lin Geng Foo, Qiuhong Ke, Hossein Rahmani, Anran Wang, Jinghua Wang, Jun Liu:
Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition. ECCV (4) 2022: 386-403 - [c16]Yunsheng Pang, Qiuhong Ke, Hossein Rahmani, James Bailey, Jun Liu:
IGFormer: Interaction Graph Transformer for Skeleton-Based Human Interaction Recognition. ECCV (25) 2022: 605-622 - [c15]Jianhong Pan, Qichen Zheng, Zhipeng Fan, Hossein Rahmani, Qiuhong Ke, Jun Liu:
GradAuto: Energy-Oriented Attack on Dynamic Neural Networks. ECCV (4) 2022: 637-653 - [c14]Lin Geng Foo, Tianjiao Li, Hossein Rahmani, Qiuhong Ke, Jun Liu:
ERA: Expert Retrieval and Assembly for Early Action Prediction. ECCV (34) 2022: 670-688 - [c13]Nathanael L. Baisa, Bryan M. Williams, Hossein Rahmani, Plamen Angelov, Sue Black:
Multi-Branch with Attention Network for Hand-Based Person Recognition. ICPR 2022: 727-732 - [c12]Nathanael L. Baisa, Bryan M. Williams, Hossein Rahmani, Plamen Angelov, Sue Black:
Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning. IPTA 2022: 1-6 - 2021
- [c11]Ritesh Vyas, Hossein Rahmani, Ricki Boswell-Challand, Plamen Angelov, Sue Black, Bryan M. Williams:
Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition. IJCB 2021: 1-8 - [c10]Tianjiao Li, Qiuhong Ke, Hossein Rahmani, Rui En Ho, Henghui Ding, Jun Liu:
Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data. ICCV 2021: 13414-13423 - [c9]Haoran Peng, He Huang, Li Xu, Tianjiao Li, Jun Liu, Hossein Rahmani, Qiuhong Ke, Zhicheng Guo, Cong Wu, Rongchang Li, Mang Ye, Jiahao Wang, Jiaxu Zhang, Yuanzhong Liu, Tao He, Fuwei Zhang, Xianbin Liu, Tao Lin:
The Multi-Modal Video Reasoning and Analyzing Competition. ICCVW 2021: 806-813 - 2018
- [c8]Qiuhong Ke, Jun Liu, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd:
Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition. ACCV (4) 2018: 729-745 - 2017
- [c7]Hossein Rahmani, Mohammed Bennamoun:
Learning Action Recognition Model from Depth and Skeleton Videos. ICCV 2017: 5833-5842 - 2016
- [c6]Hossein Rahmani, Ajmal S. Mian:
3D Action Recognition from Novel Viewpoints. CVPR 2016: 1506-1515 - 2015
- [c5]Hossein Rahmani, Ajmal S. Mian:
Learning a non-linear knowledge transfer model for cross-view action recognition. CVPR 2015: 2458-2466 - 2014
- [c4]Hossein Rahmani, Arif Mahmood, Du Q. Huynh, Ajmal S. Mian:
HOPC: Histogram of Oriented Principal Components of 3D Pointclouds for Action Recognition. ECCV (2) 2014: 742-757 - [c3]Hossein Rahmani, Arif Mahmood, Du Q. Huynh, Ajmal S. Mian:
Action Classification with Locality-Constrained Linear Coding. ICPR 2014: 3511-3516 - [c2]Hossein Rahmani, Arif Mahmood, Du Q. Huynh, Ajmal S. Mian:
Real time action recognition using histograms of depth gradients and random decision forests. WACV 2014: 626-633 - 2009
- [c1]Hossein Rahmani, Sajjad Arshad, Mohsen Ebrahimi Moghaddam:
A Disk Scheduling Algorithm Based on ANT Colony Optimization. PDCCS 2009: 37-42
Parts in Books or Collections
- 2019
- [p1]Cameron Hodges, Senjian An, Hossein Rahmani, Mohammed Bennamoun:
Deep Learning for Driverless Vehicles. Handbook of Deep Learning Applications 2019: 83-99
Data and Artifacts
- 2023
- [d1]Hossein Rahmani, Arif Mahmood, Du Huynh, Ajmal Mian:
UWA 3D Multiview Activity II Dataset. IEEE DataPort, 2023
Informal and Other Publications
- 2024
- [i36]Haopeng Li, Andong Deng, Qiuhong Ke, Jun Liu, Hossein Rahmani, Yulan Guo, Bernt Schiele, Chen Chen:
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports. CoRR abs/2401.01505 (2024) - [i35]Shiqi Yang, Hanlin Qin, Shuai Yuan, Xiang Yan, Hossein Rahmani:
DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping. CoRR abs/2402.09101 (2024) - [i34]Xinyu Yang, Hossein Rahmani, Sue Black, Bryan M. Williams:
Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation. CoRR abs/2402.17891 (2024) - [i33]Jia Gong, Lin Geng Foo, Yixuan He, Hossein Rahmani, Jun Liu:
LLMs are Good Sign Language Translators. CoRR abs/2404.00925 (2024) - [i32]Lin Geng Foo, Tianjiao Li, Hossein Rahmani, Jun Liu:
Action Detection via an Image Diffusion Process. CoRR abs/2404.01051 (2024) - [i31]Jian Liu, Wei Sun, Hui Yang, Zhiwen Zeng, Chongpei Liu, Jin Zheng, Xingyu Liu, Hossein Rahmani, Nicu Sebe, Ajmal Mian:
Deep Learning-Based Object Pose Estimation: A Comprehensive Survey. CoRR abs/2405.07801 (2024) - [i30]Jia Gong, Shenyu Ji, Lin Geng Foo, Kang Chen, Hossein Rahmani, Jun Liu:
LAGA: Layered 3D Avatar Generation and Customization via Gaussian Splatting. CoRR abs/2405.12663 (2024) - [i29]Haoxuan Qu, Zhuoling Li, Hossein Rahmani, Yujun Cai, Jun Liu:
DisC-GS: Discontinuity-aware Gaussian Splatting. CoRR abs/2405.15196 (2024) - [i28]Feixiang Zhou, Bryan M. Williams, Hossein Rahmani:
Towards Adaptive Pseudo-label Learning for Semi-Supervised Temporal Action Localization. CoRR abs/2407.07673 (2024) - [i27]Zhengbo Zhang, Li Xu, Duo Peng, Hossein Rahmani, Jun Liu:
Diff-Tracker: Text-to-Image Diffusion Models are Unsupervised Trackers. CoRR abs/2407.08394 (2024) - [i26]Yixuan He, Lin Geng Foo, Ajmal Saeed Mian, Hossein Rahmani, Jun Jiu:
Avatar Concept Slider: Manipulate Concepts In Your Human Avatar With Fine-grained Control. CoRR abs/2408.13995 (2024) - [i25]Shuyi Jiang, Qihao Zhao, Hossein Rahmani, De Wen Soh, Jun Liu, Na Zhao:
GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians. CoRR abs/2410.01535 (2024) - 2023
- [i24]Jianhong Pan, Siyuan Yang, Lin Geng Foo, Qiuhong Ke, Hossein Rahmani, Zhipeng Fan, Jun Liu:
Progressive Channel-Shrinking Network. CoRR abs/2304.00280 (2023) - [i23]Tianjiao Li, Lin Geng Foo, Ping Hu, Xindi Shang, Hossein Rahmani, Zehuan Yuan, Jun Liu:
Token Boosting for Robust Self-Supervised Visual Transformer Pre-training. CoRR abs/2304.04175 (2023) - [i22]Jianhong Pan, Lin Geng Foo, Qichen Zheng, Zhipeng Fan, Hossein Rahmani, Qiuhong Ke, Jun Liu:
GradMDM: Adversarial Attack on Dynamic Networks. CoRR abs/2304.06724 (2023) - [i21]Zheheng Jiang, Hossein Rahmani, Sue Black, Bryan M. Williams:
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image. CoRR abs/2304.14299 (2023) - [i20]Lin Geng Foo, Jia Gong, Hossein Rahmani, Jun Liu:
Distribution-Aligned Diffusion for Human Mesh Recovery. CoRR abs/2308.13369 (2023) - [i19]Lin Geng Foo, Hossein Rahmani, Jun Liu:
AIGC for Various Data Modalities: A Survey. CoRR abs/2308.14177 (2023) - [i18]Zheheng Jiang, Hossein Rahmani, Sue Black, Bryan M. Williams:
3D Points Splatting for Real-Time Dynamic Hand Reconstruction. CoRR abs/2312.13770 (2023) - 2022
- [i17]Lin Geng Foo, Tianjiao Li, Hossein Rahmani, Qiuhong Ke, Jun Liu:
ERA: Expert Retrieval and Assembly for Early Action Prediction. CoRR abs/2207.09675 (2022) - [i16]Yunsheng Pang, Qiuhong Ke, Hossein Rahmani, James Bailey, Jun Liu:
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition. CoRR abs/2207.12100 (2022) - [i15]Tianjiao Li, Lin Geng Foo, Qiuhong Ke, Hossein Rahmani, Anran Wang, Jinghua Wang, Jun Liu:
Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition. CoRR abs/2209.01425 (2022) - [i14]Jia Gong, Lin Geng Foo, Zhipeng Fan, Qiuhong Ke, Hossein Rahmani, Jun Liu:
DiffPose: Toward More Reliable 3D Pose Estimation. CoRR abs/2211.16940 (2022) - 2021
- [i13]Nathanael L. Baisa, Zheheng Jiang, Ritesh Vyas, Bryan M. Williams, Hossein Rahmani, Plamen Angelov, Sue Black:
Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning. CoRR abs/2101.05260 (2021) - [i12]Nathanael L. Baisa, Bryan M. Williams, Hossein Rahmani, Plamen Angelov, Sue Black:
Multi-Branch with Attention Network for Hand-Based Person Recognition. CoRR abs/2108.02234 (2021) - [i11]Haoran Peng, He Huang, Li Xu, Tianjiao Li, Jun Liu, Hossein Rahmani, Qiuhong Ke, Zhicheng Guo, Cong Wu, Rongchang Li, Mang Ye, Jiahao Wang, Jiaxu Zhang, Yuanzhong Liu, Tao He, Fuwei Zhang, Xianbin Liu, Tao Lin:
The Multi-Modal Video Reasoning and Analyzing Competition. CoRR abs/2108.08344 (2021) - [i10]Haoxuan Qu, Hossein Rahmani, Li Xu, Bryan M. Williams, Jun Liu:
Recent Advances of Continual Learning in Computer Vision: An Overview. CoRR abs/2109.11369 (2021) - 2020
- [i9]Hossein Rahmani, Sajjad Arshad, Mohsen Ebrahimi Moghaddam:
A Disk Scheduling Algorithm Based on ANT Colony Optimization. CoRR abs/2003.00926 (2020) - [i8]Maryam Dialameh, Ali Hamzeh, Hossein Rahmani:
DL-Reg: A Deep Learning Regularization Technique using Linear Regression. CoRR abs/2011.00368 (2020) - [i7]Zehua Sun, Jun Liu, Qiuhong Ke, Hossein Rahmani, Mohammed Bennamoun, Gang Wang:
Human Action Recognition from Various Data Modalities: A Review. CoRR abs/2012.11866 (2020) - [i6]Maryam Dialameh, Ali Hamzeh, Hossein Rahmani, Amir Reza Radmard, Safoura Dialameh:
Screening COVID-19 Based on CT/CXR Images & Building a Publicly Available CT-scan Dataset of COVID-19. CoRR abs/2012.14204 (2020) - 2016
- [i5]Hossein Rahmani, Ajmal S. Mian, Mubarak Shah:
Learning a Deep Model for Human Action Recognition from Novel Viewpoints. CoRR abs/1602.00828 (2016) - 2014
- [i4]Seyed Mostafa Kia, Hossein Rahmani, Reza Mortezaei, Mohsen Ebrahimi Moghaddam, Amer Namazi:
A Novel Scheme for Intelligent Recognition of Pornographic Images. CoRR abs/1402.5792 (2014) - [i3]Hossein Rahmani, Arif Mahmood, Du Q. Huynh, Ajmal S. Mian:
HOPC: Histogram of Oriented Principal Components of 3D Pointclouds for Action Recognition. CoRR abs/1408.3809 (2014) - [i2]Hossein Rahmani, Arif Mahmood, Du Q. Huynh, Ajmal S. Mian:
Action Classification with Locality-constrained Linear Coding. CoRR abs/1408.3810 (2014) - [i1]Hossein Rahmani, Arif Mahmood, Du Q. Huynh, Ajmal S. Mian:
Histogram of Oriented Principal Components for Cross-View Action Recognition. CoRR abs/1409.6813 (2014)
Coauthor Index
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