Association fields via cuspless sub-Riemannian geodesics in SE (2)
To model association fields that underly perceptional organization (gestalt) in psychophysics
we consider the problem P curve of minimizing ∫_0^ℓξ^2+κ^2(s)\rmds for a planar curve …
we consider the problem P curve of minimizing ∫_0^ℓξ^2+κ^2(s)\rmds for a planar curve …
Improving fiber alignment in HARDI by combining contextual PDE flow with constrained spherical deconvolution
We propose two strategies to improve the quality of tractography results computed from
diffusion weighted magnetic resonance imaging (DW-MRI) data. Both methods are based on …
diffusion weighted magnetic resonance imaging (DW-MRI) data. Both methods are based on …
Curvature integration in a 5D kernel for extracting vessel connections in retinal images
Tree-like structures, such as retinal images, are widely studied in computer-aided diagnosis
systems for largescale screening programs. Despite several segmentation and tracking …
systems for largescale screening programs. Despite several segmentation and tracking …
The constitution of visual perceptual units in the functional architecture of V1
In this paper we show that the emergence of perceptual units in V1 can be explained in
terms of a physical mechanism of simmetry breaking of the mean field neural equation. We …
terms of a physical mechanism of simmetry breaking of the mean field neural equation. We …
[HTML][HTML] A Cortical-Inspired Contour Completion Model Based on Contour Orientation and Thickness
I Galyaev, A Mashtakov - Journal of Imaging, 2024 - mdpi.com
An extended four-dimensional version of the traditional Petitot–Citti–Sarti model on contour
completion in the visual cortex is examined. The neural configuration space is considered as …
completion in the visual cortex is examined. The neural configuration space is considered as …
A cortical-inspired geometry for contour perception and motion integration
In this paper we develop a geometrical model of functional architecture for the processing of
spatio-temporal visual stimuli. The model arises from the properties of the receptive field …
spatio-temporal visual stimuli. The model arises from the properties of the receptive field …
Curvature based biomarkers for diabetic retinopathy via exponential curve fits in SE (2)
We propose a robust and fully automatic method for the analysis of vessel tortuosity. Our
method does not rely on pre-segmentation of vessels, but instead acts directly on retinal …
method does not rely on pre-segmentation of vessels, but instead acts directly on retinal …
Analysis of vessel connectivities in retinal images by cortically inspired spectral clustering
M Favali, S Abbasi-Sureshjani… - Journal of Mathematical …, 2016 - Springer
Retinal images provide early signs of diabetic retinopathy, glaucoma, and hypertension.
These signs can be investigated based on microaneurysms or smaller vessels. The …
These signs can be investigated based on microaneurysms or smaller vessels. The …
A geometric model of multi-scale orientation preference maps via Gabor functions
In this paper we present a new model for the generation of orientation preference maps in
the primary visual cortex (V1), considering both orientation and scale features. First we …
the primary visual cortex (V1), considering both orientation and scale features. First we …
A sub-Riemannian model of the visual cortex with frequency and phase
In this paper, we present a novel model of the primary visual cortex (V1) based on
orientation, frequency, and phase selective behavior of V1 simple cells. We start from the …
orientation, frequency, and phase selective behavior of V1 simple cells. We start from the …