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ORCIDGiovanna Citti
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2020 – today
- 2024
[j24]Alessandro Sarti, Mattia Galeotti
, Giovanna Citti:
The Cortical V1 Transform as a Heterogeneous Poisson Problem. SIAM J. Imaging Sci. 17(1): 389-414 (2024)- 2023
- [j23]Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker:
Good continuation in 3D: the neurogeometry of stereo vision. Frontiers Comput. Sci. 5 (2023) - [c8]Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker:
A Neurogeometric Stereo Model for Individuation of 3D Perceptual Units. GSI (1) 2023: 53-62 - [c7]Elisa Negrini, Giovanna Citti, Luca Capogna:
Robust Neural Network Approach to System Identification in the High-Noise Regime. LION 2023: 165-178 - 2022
- [j22]Caterina Mazzetti, Alessandro Sarti, Giovanna Citti:
Functional architecture of M1 cells encoding movement direction. J. Comput. Neurosci. 51(3): 299-327 (2022) - [j21]Mattia Galeotti, Giovanna Citti, Alessandro Sarti:
Cortically Based Optimal Transport. J. Math. Imaging Vis. 64(9): 1040-1057 (2022) - [j20]Federico Bertoni, Giovanna Citti, Alessandro Sarti:
LGN-CNN: A biologically inspired CNN architecture. Neural Networks 145: 42-55 (2022) - 2021
- [j19]Federico Bertoni, Noemi Montobbio, Alessandro Sarti, Giovanna Citti:
Emergence of Lie Symmetries in Functional Architectures Learned by CNNs. Frontiers Comput. Neurosci. 15: 694505 (2021) - [j18]Elisa Negrini, Giovanna Citti, Luca Capogna:
System identification through Lipschitz regularized deep neural networks. J. Comput. Phys. 444: 110549 (2021) - [c6]Giovanna Citti, Gianmarco Giovannardi, Manuel Ritoré, Alessandro Sarti:
Submanifolds of Fixed Degree in Graded Manifolds for Perceptual Completion. GSI 2021: 47-55 - [c5]Mattia Galeotti, Giovanna Citti, Alessandro Sarti:
Differential Operators Heterogenous in Orientation and Scale in the V1 Cortex. GSI (2) 2021: 465-473 - [c4]Caterina Mazzetti, Alessandro Sarti, Giovanna Citti:
A Sub-Riemannian Model of the Functional Architecture of M1 for Arm Movement Direction. GSI (2) 2021: 483-492 - [i12]Federico Bertoni, Noemi Montobbio, Alessandro Sarti, Giovanna Citti:
Emergence of Lie symmetries in functional architectures learned by CNNs. CoRR abs/2104.08537 (2021) - [i11]Elisa Negrini, Giovanna Citti, Luca Capogna:
A Neural Network Ensemble Approach to System Identification. CoRR abs/2110.08382 (2021) - 2020
- [j17]Noemi Montobbio, Alessandro Sarti, Giovanna Citti:
A Metric Model for the Functional Architecture of the Visual Cortex. SIAM J. Appl. Math. 80(2): 1057-1081 (2020) - [i10]Elisa Negrini, Giovanna Citti, Luca Capogna:
System Identification Through Lipschitz Regularized Deep Neural Networks. CoRR abs/2009.03288 (2020)
2010 – 2019
- 2019
- [j16]Noemi Montobbio, Giovanna Citti, Alessandro Sarti:
From receptive profiles to a metric model of V1. J. Comput. Neurosci. 46(3): 257-277 (2019) - [j15]Noemi Montobbio, Giovanna Citti, Alessandro Sarti:
Correction to: From receptive profiles to a metric model of V1. J. Comput. Neurosci. 47(2-3): 231 (2019) - [j14]Emre Baspinar, Giovanna Citti:
Uniqueness of Viscosity Mean Curvature Flow Solution in Two Sub-Riemannian Structures. SIAM J. Math. Anal. 51(3): 2633-2659 (2019) - [i9]Giovanna Citti, Alessandro Sarti:
Neurogeometry of perception: isotropic and anisotropic aspects. CoRR abs/1906.03495 (2019) - [i8]Emre Baspinar, Alessandro Sarti, Giovanna Citti:
A sub-Riemannian model of the visual cortex with frequency and phase. CoRR abs/1910.04992 (2019) - [i7]Noemi Montobbio, Laurent Bonnasse-Gahot, Giovanna Citti, Alessandro Sarti:
KerCNNs: biologically inspired lateral connections for classification of corrupted images. CoRR abs/1910.08336 (2019) - [i6]Federico Bertoni, Giovanna Citti, Alessandro Sarti:
LGN-CNN: a biologically inspired CNN architecture. CoRR abs/1911.06276 (2019) - 2018
- [j13]Benedetta Franceschiello, Alessandro Sarti, Giovanna Citti:
A Neuromathematical Model for Geometrical Optical Illusions. J. Math. Imaging Vis. 60(1): 94-108 (2018) - [j12]Remco Duits, Giovanna Citti, Andrea Fuster, Thomas Schultz:
Differential Geometry and Orientation Analysis in Image Processing. J. Math. Imaging Vis. 60(6): 763-765 (2018) - [j11]Emre Baspinar, Giovanna Citti, Alessandro Sarti:
A Geometric Model of Multi-scale Orientation Preference Maps via Gabor Functions. J. Math. Imaging Vis. 60(6): 900-912 (2018) - [j10]Samaneh Abbasi-Sureshjani, Marta Favali, Giovanna Citti, Alessandro Sarti, Bart M. ter Haar Romeny:
Curvature Integration in a 5D Kernel for Extracting Vessel Connections in Retinal Images. IEEE Trans. Image Process. 27(2): 606-621 (2018) - 2017
- [j9]Marta Favali, Giovanna Citti, Alessandro Sarti:
Local and Global Gestalt Laws: A Neurally Based Spectral Approach. Neural Comput. 29(2): 394-422 (2017) - [c3]Benedetta Franceschiello, Alexey Mashtakov, Giovanna Citti, Alessandro Sarti:
Modelling of the Poggendorff Illusion via Sub-Riemannian Geodesics in the Roto-Translation Group. ICIAP Workshops 2017: 37-47 - 2016
- [j8]Giovanna Citti, Benedetta Franceschiello, Gonzalo Sanguinetti, Alessandro Sarti:
Sub-Riemannian Mean Curvature Flow for Image Processing. SIAM J. Imaging Sci. 9(1): 212-237 (2016) - [i5]Samaneh Abbasi-Sureshjani, Marta Favali, Giovanna Citti, Alessandro Sarti, Bart M. ter Haar Romeny:
Cortically-Inspired Spectral Clustering for Connectivity Analysis in Retinal Images: Curvature Integration. CoRR abs/1608.08049 (2016) - [i4]Benedetta Franceschiello, Alessandro Sarti, Giovanna Citti:
A neuro-mathematical model for geometrical optical illusions. CoRR abs/1611.08844 (2016) - 2015
- [j7]Alessandro Sarti, Giovanna Citti:
The constitution of visual perceptual units in the functional architecture of V1. J. Comput. Neurosci. 38(2): 285-300 (2015) - [j6]Giovanna Citti, Alessandro Sarti:
A Gauge Field Model of Modal Completion. J. Math. Imaging Vis. 52(2): 267-284 (2015) - [j5]Giacomo Cocci, Davide Barbieri, Giovanna Citti, Alessandro Sarti:
Cortical Spatiotemporal Dimensionality Reduction for Visual Grouping. Neural Comput. 27(6): 1252-1293 (2015) - [i3]Marta Favali, Giovanna Citti, Alessandro Sarti:
Local and global gestalt laws: A neurally based spectral approach. CoRR abs/1512.06566 (2015) - 2014
- [j4]Davide Barbieri, Giovanna Citti, Giacomo Cocci, Alessandro Sarti:
A Cortical-Inspired Geometry for Contour Perception and Motion Integration. J. Math. Imaging Vis. 49(3): 511-529 (2014) - [i2]Alessandro Sarti, Giovanna Citti:
The constitution of visual perceptual units in the functional architecture of V1. CoRR abs/1406.0289 (2014) - [i1]Giacomo Cocci, Davide Barbieri, Giovanna Citti, Alessandro Sarti:
Cortical spatio-temporal dimensionality reduction for visual grouping. CoRR abs/1407.0733 (2014)
2000 – 2009
- 2008
- [j3]Alessandro Sarti, Giovanna Citti, Jean Petitot:
The symplectic structure of the primary visual cortex. Biol. Cybern. 98(1): 33-48 (2008) - [c2]Gonzalo Sanguinetti, Giovanna Citti, Alessandro Sarti:
Image Completion Using a Diffusion Driven Mean Curvature Flowin A Sub-Riemannian Space. VISAPP (2) 2008: 46-53 - [c1]Gonzalo Sanguinetti, Giovanna Citti, Alessandro Sarti:
Implementation of a Model for Perceptual Completion in R2×S1. VISIGRAPP (Selected Papers) 2008: 188-201 - 2006
- [j2]Giovanna Citti, Alessandro Sarti:
A Cortical Based Model of Perceptual Completion in the Roto-Translation Space. J. Math. Imaging Vis. 24(3): 307-326 (2006) - 2004
- [j1]Giovanna Citti, Maria Manfredini, Alessandro Sarti:
Neuronal Oscillations in the Visual Cortex: Γ-Convergence to the Riemannian Mumford-Shah Functional. SIAM J. Math. Anal. 35(6): 1394-1419 (2004)
Coauthor Index
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last updated on 2024-10-07 21:24 CEST by the dblp team
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