Bayesian framework to embed atlas constructions of multi-object shape complexes.

Trade-off parameters between data-terms and regularity are automatically estimated.

Well-conditioned covariance matrix of the deformation parameters.

Shape complexes composed of curves and surfaces modeled as Gaussian random varifolds.

Extension to a multi-population atlas construction.