Journal Paper
3D Points Splatting for Real-Time Dynamic Hand Reconstruction
Jiang Z, Rahmani H, Black S, Williams BM. Pattern Recognition. 2025; 162:111426.
Journal Paper
Demonstrable and Anatomy-driven Knuckle Identification via Crease Map Segmentation
Ritesh Vyas1, Bryan M. Williams2, Hossein Rahmani2, Richard Boswell-Challand2, Zheheng Jiang3, Plamen Angelov2 and Sue Black4 1 School of Technology, Pandit Deendayal Energy University, Gandhinagar, Gujarat, 382007, India2 School of Computing and Communications, Lancaster University, Lancaster, LA1 4YW, UK3 University of Leicester, Leicester, LE1 7RH, UK4 St John’s College, St Read more
Preprint
Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation
Yang X, Rahmani H, Black S, Williams BM. arXiv preprint arXiv:2402.17891. 2024 Feb 27.
Funding
Artificial intelligence-based earlier detection of glaucoma via retinal images
EPSRC Impact Acceleration Account
Bryan M. Williams
Award Amount: £20,000
Project Start Date: 01/09/2023
Project End Date: 31/08/2024
Conference Paper
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 BM. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023 (pp. 758-767).
Journal Paper
Robust Brain Age Estimation based on sMRI via Nonlinear Age-Adaptive Ensemble Learning
Zhang Z, Jiang R, Zhang C, Williams B, Jiang Z, Li CT, Chazot P, Pavese N, Bouridane A, Beghdadi A. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2022.
Conference Paper
Graph-context Attention Networks for Size-varied Deep Graph Matching
Jiang Z, Rahmani H, Angelov P, Black S, Williams BM. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022 (pp. 2343-2352).
Conference Paper
Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning
Baisa NL, Williams B, Rahmani H, Angelov P, Black S. In 2022 Eleventh International Conference on Image Processing Theory, Tools and Applications (IPTA) 2022 Apr 19 (pp. 1-6). IEEE.
Journal Paper
Ensemble-Based Bounding Box Regression for Enhanced Knuckle Localization
Vyas R, Williams BM, Rahmani H, Boswell-Challand R, Jiang Z, Angelov P, and Black S. Sensors. 2022; 22(4): 1569.
Publication
Recent Advances of Continual Learning in Computer Vision: An Overview
Qu H, Rahmani H, Xu L, Williams B, Liu J. arXiv preprint arXiv:2109.11369. 2021.