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cs.LG2025
Gaussian Process Diffeomorphic Statistical Shape Modelling Outperforms Angle-Based Methods for Assessment of Hip Dysplasia
Allen Paul, George Grammatopoulos, Adwaye Rambojun +3
Dysplasia is a recognised risk factor for osteoarthritis (OA) of the hip, early diagnosis of dysplasia is important to provide opportunities for surgical interventions aimed at red…
cs.CV2025
ARC-Flow : Articulated, Resolution-Agnostic, Correspondence-Free Matching and Interpolation of 3D Shapes Under Flow Fields
Adam Hartshorne, Allen Paul, Tony Shardlow +1
This work presents a unified framework for the unsupervised prediction of physically plausible interpolations between two 3D articulated shapes and the automatic estimation of dens…
math.NA2025
Sparse Randomized Approximation of Normal Cycles
Allen Paul, Neill Campbell, Tony Shardlow
We extend our work for compression of currents and varifolds to a compression algorithm for the embedded normal cycles representation of shape, restricted to the constant normal ke…