Publications

2020

Black Box Inference for Non-Linear Latent Force Models

W. O. C. Ward, T. Ryder, D. Prangle, M. A. Álvarez

2019

Non-linear process convolutions for multi-output Gaussian processes

M. A. Álvarez, W. O. C. Ward, C. Guarnizo

2018

Variational bridge constructs for approximate Gaussian process regression

W.O.C. Ward, M.A. Álvarez

BNP@NeurIPS, 2018

2017

Introducing diffusion tensor to high order variational model for image reconstruction

J. Duan, W.O.C. Ward, L. Sibbett, Z. Pan, L. Bai

Digital Signal Processing, 2017

Link (DOI) PDF

2016

Novel Methods for microglia segmentation, feature extraction and classification

Y. Ding, M.C. Pardon, A. Agostini, H. Faas, J. Duan, W.O.C. Ward, F. Easton, D. Auer, L. Bai

IEEE/ACM Trans. Comput. Biol. Bioinform, 2016

Link (DOI)

Tracking tracer motion in a 4-D electrical resistivity tomography experiment

W.O.C. Ward, P.B. Wilkinson, J.E. Chambers, H. Nilsson, O. Kuras, L. Bai

Link (DOI) PDF

2015

Spherical harmonics for surface parametrisation and remeshing

C.R. Nortje, W.O.C. Ward, B.P. Neuman, L. Bai

Mathematical Problems in Engineering, 2015

Link (DOI) PDF

Surface reconstruction from point clouds using a novel variational model

J. Duan, B. Haines, W.O.C. Ward, L. Bai

SGAI: Research and Development in Intelligent Systems XXXII, 2015

Link (DOI)

Retinal vasculature classification using novel multifractal features

Y. Ding, W.O.C. Ward, J. Duan, D.P. Auer, P. Gowland, L. Bai

Physics in Medicine and Biology, 2015

Link (DOI)

Spatial monitoring of groundwater drawdown and rebound associated with quarry dewatering using automated time-lapse electrical resistivity tomography and distribution guided clustering

J.E. Chambers, P.I. Meldrum, P.B. Wilkinson, W.O.C. Ward, C. Jackson, B. Matthews, P. Joel, O. Kuras, L. Bai, S. Uhlemann, D. Gunn

Engineering Geology, 2015

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2014

Analysis of three-dimensional vasculature using multifractal theory

W.O.C. Ward, Y. Ding, L. Bai

Link (DOI)

Three-dimensional vessel segmentation using a novel combinatory filter framework

Y. Ding, W.O.C. Ward, T. Wästerlid, P.A. Gowland, A.M. Peters, J. Yang, S. Nakagawa, L. Bai

Phys. Med. Biol., 2014

Link (DOI)

Derivation of lowland riparian wetland deposit architecture using geophysical image analysis and interface detection

J.E. Chambers, P.B. Wilkinson, S. Uhlemann, J.P.R. Sorensen, C. Roberts, A.J. Newell, W.O.C. Ward, A. Binley, P.J. Williams, D.C. Gooddy, G. Old, L. Bai

Link (DOI) PDF

Distribution-based fuzzy clustering of electrical resistivity tomography images for interface detection

W.O.C. Ward, P.B. Wilkinson, J.E. Chambers, L.S. Oxby, L. Bai

Link (DOI) PDF

2013

Multifractal analysis of microvasculature in health and disease

W.O.C. Ward, L. Bai

Link (DOI) PDF