Real-Time Ultrasound Segmentation, Analysis and Visualisation of Deep Cervical Muscle Structure RJ Cunningham, PJ Harding, ID Loram IEEE transactions on medical imaging 36 (2), 653-665, 2017 | 47 | 2017 |
Estimating Full Regional Skeletal Muscle Fibre Orientation from B-Mode Ultrasound Images Using Convolutional, Residual, and Deconvolutional Neural Networks R Cunningham, M Sánchez, G May, I Loram Journal of Imaging 4 (2), 2018 | 43 | 2018 |
3D-CNN for Facial Micro-and Macro-expression Spotting on Long Video Sequences using Temporal Oriented Reference Frame CH Yap, MH Yap, AK Davison, R Cunningham arXiv preprint arXiv:2105.06340, 2021 | 36 | 2021 |
Proactive Selective Inhibition Targeted at the Neck Muscles: This Proximal Constraint Facilitates Learning and Regulates Global Control ID Loram, B Bate, P Harding, R Cunningham, A Loram IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (4 …, 2017 | 30 | 2017 |
Estimation of absolute states of human skeletal muscle via standard B-mode ultrasound imaging and deep convolutional neural networks RJ Cunningham, ID Loram Journal of the Royal Society Interface 17 (162), 20190715, 2020 | 27 | 2020 |
Deep Residual Networks for Quantification of Muscle Fiber Orientation and Curvature from Ultrasound Images R Cunningham, P Harding, I Loram Annual Conference on Medical Image Understanding and Analysis, 63-73, 2017 | 24 | 2017 |
Fully automated image-based estimation of postural point-features in children with cerebral palsy using deep learning R Cunningham, MB Sánchez, PB Butler, MJ Southgate, ID Loram Royal Society Open Science 6 (11), 191011, 2019 | 20 | 2019 |
Objective analysis of neck muscle boundaries for cervical dystonia using ultrasound imaging and deep learning I Loram, A Siddique, MB Sánchez, P Harding, M Silverdale, C Kobylecki, ... IEEE journal of biomedical and health informatics 24 (4), 1016-1027, 2020 | 17 | 2020 |
The Application of Deep Convolutional Neural Networks to Ultrasound for Modelling of Dynamic States within Human Skeletal Muscle RJ Cunningham, PJ Harding, ID Loram arXiv preprint arXiv:1706.09450, 2017 | 17 | 2017 |
The Application of B-Mode Ultrasonography For Analysis of Human Skeletal Muscle R Cunningham Manchester Metropolitan University, 2015 | 9 | 2015 |
Efficient lightweight 3d-cnn using frame skipping and contrast enhancement for facial macro-and micro-expression spotting CH Yap, MH Yap, AK Davison, R Cunningham arXiv e-prints, arXiv: 2105.06340, 2021 | 8 | 2021 |
Ultrasound segmentation of cervical muscle during head motion: A dataset and a benchmark using deconvolutional neural networks R Cunningham, MB Sánchez, ID Loram Engineering Archive, 2019 | 7 | 2019 |
Intermittent Control of Unstable Multivariate Systems with Uncertain System Parameters I Loram, R Cunningham, J Zenzeri, H Gollee 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 7 | 2016 |
Automated Detection of Skeletal Muscle Twitches from B-Mode Ultrasound Images: An Application to Motor Neuron Disease PJ Harding, EF Hodson-Tole, R Cunningham, I Loram, N Costen Pattern Recognition (ICPR), 2012 21st International Conference on, 2630-2633, 2012 | 6 | 2012 |
Object Localisation via Action Recognition J Darby, B Li, R Cunningham, N Costen IEEE (© ICPR2012 Organizing Committee), 2012 | 5 | 2012 |
Synthesising Facial Macro-and Micro-Expressions Using Reference Guided Style Transfer CH Yap, R Cunningham, AK Davison, MH Yap Journal of Imaging 7 (8), 142, 2021 | 4 | 2021 |
Segmentation of neck muscles using ultrasound in cervical dystonia A Siddique, R Cunningham, M Silverdale, P Harding, I Loram, ... Mov. Disord 33, S322, 2018 | 2 | 2018 |
Automated Measurement of Human Skeletal Calf Muscle Contraction via B-Mode Ultrasound Imaging R Cunningham, P Harding, I Loram, NP Costen 17th Int. Conf. Medical Imaging, Understanding Analysis, Birmingham, UK, 2013 | 2 | 2013 |
Self-supervised spontaneous latent-based facial expression sequence generation CH Yap, MH Yap, AK Davison, R Cunningham IEEE Open Journal of Signal Processing, 2023 | | 2023 |
3D-CNN for Facial Micro-and Macro-expression Spotting on Long Video Sequences using Temporal Oriented Reference Frame CH Yap, MH Yap, AK Davison, R Cunningham arXiv preprint arXiv:2105.06340, 2021 | | 2021 |