In this paper, we introduce a new variational model for color image restoration, called DIP-
VBTV, which combines two priors: a deep image prior (DIP), which assumes that the …

Applications of geometric flows to multi-orientation image processing require the choice of
an (affine) connection on the Lie group G of roto-translations. Typical choices of such …

The analysis of the photospheric velocity field is essential for understanding plasma
turbulence in the solar surface, which may be responsible for driving processes such as …

Equipping the rototranslation group $ SE (2) $ with a sub-Riemannian structure inspired by
the visual cortex V1, we propose algorithms for image inpainting and enhancement based …

We consider Wilson-Cowan-type models for the mathematical description of orientation-
dependent Poggendorff-like illusions. Our modelling improves two previously proposed …

Our scope in this thesis is to propose architectures of CNNs in such a way to model the early
visual pathway, including the Lateral Geniculate Nucleus and the Horizontal Connectivity of …

When using our sense of vision, lightrays that are reflected by the objects positioned in the
3D world form a 2D image on the retinas of our eyes. This image is perceived and …

Retinal images are frequently used to analyse the vascular system. This non-invasive
method of observation of the circulatory system is often used to diagnose different kinds of …