4 citations · 6 across the 3 of their papers we have counts for
3 papers
Robust Near-Isometric Matching via Structured Learning of Graphical Models
Julian J. McAuley, Tiberio S. Caetano, Alexander J. Smola
Models for near-rigid shape matching are typically based on distance-related features, in order to infer matches that are consistent with the isometric assumption. However, real sh…
Graph rigidity, Cyclic Belief Propagation and Point Pattern Matching
Julian J. McAuley, Tiberio S. Caetano, Marconi S. Barbosa
A recent paper \cite{CaeCaeSchBar06} proposed a provably optimal, polynomial time method for performing near-isometric point pattern matching by means of exact probabilistic infere…
High-Order Nonparametric Belief-Propagation for Fast Image Inpainting
Julian John McAuley, Tiberio S. Caetano
In this paper, we use belief-propagation techniques to develop fast algorithms for image inpainting. Unlike traditional gradient-based approaches, which may require many iterations…