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.
Journal Paper
Deep orientated distance-transform network for geometric-aware centerline detection
Jiang Z, Rahmani H, Angelov P, Vyas R, Zhou H, Black S, Williams B. Pattern Recognition. 2024 Feb 1;146:110028.
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).
PhD Thesis
The Persistence of Knuckle Creases During Finger Flexion for the Identification of Perpetrators From Digital Images of Their Hands and the Application of Deep Learning to Knuckle Crease Segmentation
Dan L. University of Dundee (United Kingdom); 2023.
Journal Paper
An Investigation on ECG-based Cardiological Diagnosis via Deep Learning Models
Meehan A, Zhang Z, Williams B, Jiang R. In Recent Advances in AI-enabled Automated Medical Diagnosis 2022 Oct 20 (pp. 304-316). CRC Press.
Journal Paper
Visualizing water inside an operating proton exchange membrane fuel cell with video‐rate terahertz imaging
Alves‐Lima DF, Williams BM, Schlegl H, Gupta G, Letizia R, Dawson R, Lin H. Fuel Cells. 2022 Oct 17.
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).