84 citations · 244 across the 10 of their papers we have counts for
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An Efficient Multilinear Optimization Framework for Hypergraph Matching
Quynh Nguyen, Francesco Tudisco, Antoine Gautier +1
Hypergraph matching has recently become a popular approach for solving correspondence problems in computer vision as it allows to integrate higher-order geometric information. Hype…
A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching
Quynh Nguyen, Antoine Gautier, Matthias Hein
The estimation of correspondences between two images resp. point sets is a core problem in computer vision. One way to formulate the problem is graph matching leading to the quadra…
Tensor norm and maximal singular vectors of non-negative tensors - a Perron-Frobenius theorem, a Collatz-Wielandt characterization and a generalized power method
Antoine Gautier, Matthias Hein
We study the l^{p_1,...,p_m} singular value problem for non-negative tensors. We prove a general Perron-Frobenius theorem for weakly irreducible and irreducible nonnegative tensors…