Hi folks,

I want to signal you this new publication that just came out.

There we present a complete theory about the threefold decomposition of
deformation (homothetic, affine and non affine components) as well as new
methods to perform it in the Thin Plate Spline space (Varano et al 2017).
Moreover, some new efforts are present:

We unify in a unique formalism the Procrustes metric and the bending energy
metric (that is a pseudo-distance vanishing on affine transformations). We
also introduce two new types of energies: the stretching energy that deals
with affine transformations and the gamma energy (depending on two
source-dependent constants) that unifies affine and non affine energetics
in a given transformation. We also introduce the decay factor rho that
relates the strain energy (calculated on the body only) and the bending
energy (calculated on the whole R^m). We unify in a unique formalism the
Ordinary Procrustes Analysis and the Modified Ordinary Procrustes Analysis
(Varano et al., 2017). One key aspect is to consider the concept of
orthogonality between components non-strictly depending from the Euclidean
metric.

Our new methods deal also with the m-Volume size definition, that has a
more physical meaning ,in place of Centroid Size. We demonstrate the
usefulness of all of this using both simulated examples (in both 2D and 3D)
and using a real clinical example. This is inserted in a long term project
aimed at bridging Geometric Morphometrics and Continuum Mechanics.



Varano V., *Piras P.,* Gabriele S., Teresi L., Nardinocchi L., Dryden I.L.,
Torromeo C., Puddu P.E. 2018. The Decomposition of Deformation: new metrics
to enhance shape analysis in medical imaging. *Medical Image Analysis*, 46:
35-56.Doi:https://doi.org/10.1016/j.media.2018.02.005



A complete set of R functions for all of this is available upon request.

All the best

Paolo

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