37 citations · 44 across the 3 of their papers we have counts for
3 papers · 1 filter
Jointly Aligning Millions of Images with Deep Penalised Reconstruction Congealing
Roberto Annunziata, Christos Sagonas, Jacques Cali
Extrapolating fine-grained pixel-level correspondences in a fully unsupervised manner from a large set of misaligned images can benefit several computer vision and graphics problem…
DeSTNet: Densely Fused Spatial Transformer Networks
Roberto Annunziata, Christos Sagonas, Jacques Calì
Modern Convolutional Neural Networks (CNN) are extremely powerful on a range of computer vision tasks. However, their performance may degrade when the data is characterised by larg…
Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections
Juan Eugenio Iglesias, Marc Modat, Loic Peter +6
Nonlinear registration of 2D histological sections with corresponding slices of MRI data is a critical step of 3D histology reconstruction. This task is difficult due to the large…