Anna Tonazzini

Orcid: 0000-0001-6970-4725

According to our database1, Anna Tonazzini authored at least 75 papers between 1990 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Blind bleed-through removal in color ancient manuscripts.
Multim. Tools Appl., March, 2023

Mathematical Models and Neural Networks for the Description and the Correction of Typical Distortions of Historical Manuscripts.
Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023

Preprocessing of recto-verso printed documents based on neural networks for text analysis.
Proceedings of the 7th IEEE Congress on Information Science and Technology, 2023

2022
A Procedure for the Correction of Back-to-Front Degradations in Archival Manuscripts with Preservation of the Original Appearance.
Vietnam. J. Comput. Sci., 2022

A shallow neural net with model-based learning for the virtual restoration of recto-verso manuscripts.
Proceedings of the 1st International Virtual Conference on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding, 2022

2021
Analysis of Diagnostic Images of Artworks and Feature Extraction: Design of a Methodology.
J. Imaging, 2021

Digital safeguard of laminated historical manuscripts: the treatise "Poem in Rajaz on medicine" as a case study.
Proceedings of the 6th IEEE Congress on Information Science and Technology, 2021

2020
A Procedure for the Routinary Correction of Back-to-Front Degradations in Archival Manuscripts.
Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

2019
Estimation of the Spatial Chromatin Structure Based on a Multiresolution Bead-Chain Model.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

ChromStruct 4: A Python Code to Estimate the Chromatin Structure from Hi-C Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

A New Infrared True-Color Approach for Visible-Infrared Multispectral Image Analysis.
ACM Journal on Computing and Cultural Heritage, 2019

Bleed-through cancellation in non-rigidly misaligned recto-verso archival manuscripts based on local registration.
Int. J. Document Anal. Recognit., 2019

2018
Non-Local Sparse Image Inpainting for Document Bleed-Through Removal.
J. Imaging, 2018

Parallelizable Strategy for the Estimation of the 3D Structure of Biological Macromolecules.
Proceedings of the 26th Euromicro International Conference on Parallel, 2018

Document Bleed-Through Removal Using Sparse Image Inpainting.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Archiving and Retrieving Digital Elaborations of Ancient Manuscripts.
Proceedings of the 5th IEEE International Congress on Information Science and Technology, 2018

A First Step Towards NLP from Digitized Manuscripts: Virtual Restoration.
Proceedings of the 5th IEEE International Congress on Information Science and Technology, 2018

2017
Restoration of Ancient Documents Using Sparse Image Representation.
ERCIM News, 2017

Sparse Representation Based Inpainting for the Restoration of Document Images Affected by Bleed-Through.
Proceedings of the IWCIM 2017, 2017

2016
Joint non-rigid registration and restoration of recto-verso ancient manuscripts.
Proceedings of the International Workshop on Computational Intelligence for Multimedia Understanding, 2016

An inpainting technique based on regularization to remove bleed-through from ancient documents.
Proceedings of the International Workshop on Computational Intelligence for Multimedia Understanding, 2016

2015
A non-stationary density model to separate overlapped texts in degraded documents.
Signal Image Video Process., 2015

Inferring 3D chromatin structure using a multiscale approach based on quaternions.
BMC Bioinform., 2015

Removing achromatic reflections from color images with application to artwork imaging.
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015

Building a Digital Library containing digital elaborations of ancient documents.
Proceedings of the Tenth International Conference on Digital Information Management, 2015

2014
Non-stationary modeling for the separation of overlapped texts in documents.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013
Nonlinear model identification and see-through cancelation from recto-verso data.
Int. J. Document Anal. Recognit., 2013

Highly Degraded Recto-verso Document Image Processing and Understanding.
ERCIM News, 2013

Restoration of recto-verso colour documents using correlated component analysis.
EURASIP J. Adv. Signal Process., 2013

Removal of Non-Stationary See-Through Interferences from Recto-Verso Documents.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

2012
Nonlinear model and constrained ML for removing back-to-front interferences from recto-verso documents.
Pattern Recognit., 2012

Restoration of recto-verso archival documents through a regularized nonlinear model.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Low-Level Document Image Analysis and Description: From Appearance to Structure.
Proceedings of the Learning Structure and Schemas from Documents, 2011

Attaching Semantics to Document Images Safeguards our Cultural Heritage.
ERCIM News, 2011

2010
Multichannel Blind Separation and Deconvolution of Images for Document Analysis.
IEEE Trans. Image Process., 2010

A Framework for Virtual Restoration of Ancient Documents by Combination of Multispectral and 3D Imaging.
Proceedings of the Eurographics Italian Chapter Conference 2010, Genova, Italy, 2010, 2010

2009
Image and Video Processing for Cultural Heritage.
EURASIP J. Image Video Process., 2009

Registration and Enhancement of Double-Sided Degraded Manuscripts Acquired in Multispectral Modality.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2007
Advanced Feature Recognition and Classification Using Artificial Intelligence Paradigms.
Proceedings of the Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images., 2007

Fast correction of bleed-through distortion in grayscale documents by a blind source separation technique.
Int. J. Document Anal. Recognit., 2007

Digital image analysis to enhance underwritten text in the Archimedes palimpsest.
Int. J. Document Anal. Recognit., 2007

Statistical Analysis of Microspectroscopy Signals for Algae Classification and Phylogenetic Comparison.
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007

2006
A Markov model for blind image separation by a mean-field EM algorithm.
IEEE Trans. Image Process., 2006

Statistical analysis of electrophoresis time series for improving basecalling in DNA sequencing.
Proceedings of the 6th Industrial Conference on Data Mining, Workshop Proceedings, 2006

2005
Separation of Correlated Astrophysical Sources Using Multiple-Lag Data Covariance Matrices.
EURASIP J. Adv. Signal Process., 2005

Bayesian MRF-based blind source separation of convolutive mixtures of images.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Independent component analysis for document restoration.
Int. J. Document Anal. Recognit., 2004

Source Separation Techniques Applied to Astrophysical Maps.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Joint blind separation and restoration of mixed degraded images for document analysis.
Proceedings of the 2004 International Conference on Image Processing, 2004

Source separation in noisy astrophysical images modelled by markov random fields.
Proceedings of the 2004 International Conference on Image Processing, 2004

Blind Source Separation Techniques for Detecting Hidden Texts and Textures in Document Images.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

An Extended Maximum Likelihood Approach for the Robust Blind Separation of Autocorrelated Images from Noisy Mixtures.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Bleed-Through Removal from Degraded Documents Using a Color Decorrelation Method.
Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2003
Monte Carlo Markov chain techniques for unsupervised MRF-based image denoising.
Pattern Recognit. Lett., 2003

Source separation in astrophysical maps using independent factor analysis.
Neural Networks, 2003

Analysis and recognition of highly degraded printed characters.
Int. J. Document Anal. Recognit., 2003

2002
Component separation in astronomical images using independent factor analysis.
Proceedings of the 11th European Signal Processing Conference, 2002

An Integrated System for the Analysis and the Recognition of Characters in Ancient Documents.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

2001
Fast Fully Data-Driven Image Restoration by means of Edge-Preserving Regularization.
Real Time Imaging, 2001

Preconditioned edge-preserving image deblurring and denoising.
Pattern Recognit. Lett., 2001

Blind source separation from noisy data using bayesian estimation and gibbs priors.
Proceedings of the Signal and Image Processing (SIP 2001), 2001

2000
A neural architecture for fully data driven edge-preserving image restoration.
Integr. Comput. Aided Eng., 2000

1999
Unsupervised edge-preserving image restoration via a saddle point approximation.
Image Vis. Comput., 1999

Joint Blind Restoration and Segmentation of Blurred text Characters.
Proceedings of the Signal and Image Processing (SIP), 1999

Character Segmentation in Highly Blurred Ancient Printed Documents.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998
Visual module integration for optical flow estimation.
Proceedings of the 9th European Signal Processing Conference, 1998

1995
Sigmoidal approximations for self-interacting line processes in edge-preserving image restoration.
Pattern Recognit. Lett., 1995

1994
A GNC algorithm for constrained image reconstruction with continuous-valued line processes.
Pattern Recognit. Lett., 1994

Edge-preserving tomographic reconstruction from gaussian data using a gibbs prior and a generalized expectation-maximization algorithm.
Int. J. Imaging Syst. Technol., 1994

A Deterministic Algorithm for Reconstructing Images with Interacting Discontinuities.
CVGIP Graph. Model. Image Process., 1994

1993
A mixed-annealing algorithm for edge preserving image reconstruction using a limited number of projections.
Signal Process., 1993

1992
Image restoration preserving discontinuities: the Bayesian approach and neural networks.
Image Vis. Comput., 1992

1991
2D image reconstruction from sparse line-integral data.
Signal Process., 1991

A dual approach to regulation in image restoration.
Pattern Recognit. Lett., 1991

1990
Neural network use in maximum entropy image restoration.
Image Vis. Comput., 1990


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