Neural network use in maximum entropy image restoration. - Luigi Bedini; Anna Tonazzini (Image Vis. Comput., 1990)

A dual approach to regulation in image restoration. - Luigi Bedini; E. Fantini; Anna Tonazzini (Pattern Recognit. Lett., 1991)

2D image reconstruction from sparse line-integral data. - Emanuele Salerno; Anna Tonazzini (Signal Process., 1991)

Image restoration preserving discontinuities: the Bayesian approach and neural networks. - Luigi Bedini; Anna Tonazzini (Image Vis. Comput., 1992)

A mixed-annealing algorithm for edge preserving image reconstruction using a limited number of projections. - Luigi Bedini; Lucio Benvenuti; Emanuele Salerno; Anna Tonazzini (Signal Process., 1993)

A Deterministic Algorithm for Reconstructing Images with Interacting Discontinuities. - Luigi Bedini; Ivan Gerace; Anna Tonazzini (CVGIP Graph. Model. Image Process., 1994)

Edge-preserving tomographic reconstruction from gaussian data using a gibbs prior and a generalized expectation-maximization algorithm. - Luigi Bedini; Emanuele Salerno; Anna Tonazzini (Int. J. Imaging Syst. Technol., 1994)

A GNC algorithm for constrained image reconstruction with continuous-valued line processes. - Luigi Bedini; Ivan Gerace; Anna Tonazzini (Pattern Recognit. Lett., 1994)

Sigmoidal approximations for self-interacting line processes in edge-preserving image restoration. - Luigi Bedini; Ivan Gerace; Anna Tonazzini (Pattern Recognit. Lett., 1995)

Visual module integration for optical flow estimation. - Luigi Bedini; Andrea Cannata; Mario Ferraro; Emanuele Salerno; Anna Tonazzini (EUSIPCO, 1998)

Character Segmentation in Highly Blurred Ancient Printed Documents. - Anna Tonazzini; Luigi Bedini (ICIAP, 1999)

Joint Blind Restoration and Segmentation of Blurred text Characters. - Luigi Bedini; Anna Tonazzini (SIP, 1999)

Unsupervised edge-preserving image restoration via a saddle point approximation. - Luigi Bedini; Anna Tonazzini; Salvatore Minutoli (Image Vis. Comput., 1999)

A neural architecture for fully data driven edge-preserving image restoration. - Luigi Bedini; Anna Tonazzini; Salvatore Minutoli (Integr. Comput. Aided Eng., 2000)

Blind source separation from noisy data using bayesian estimation and gibbs priors. - Luigi Bedini; Emanuele Salerno; Anna Tonazzini (SIP, 2001)

Preconditioned edge-preserving image deblurring and denoising. - Luigi Bedini; Gianna M. Del Corso; Anna Tonazzini (Pattern Recognit. Lett., 2001)

Fast Fully Data-Driven Image Restoration by means of Edge-Preserving Regularization. - Luigi Bedini; Anna Tonazzini (Real Time Imaging, 2001)

An Integrated System for the Analysis and the Recognition of Characters in Ancient Documents. - Stefano Vezzosi; Luigi Bedini; Anna Tonazzini (Document Analysis Systems, 2002)

Component separation in astronomical images using independent factor analysis. - Ercan E. Kuruoglu; Luigi Bedini; Maria Teresa Paratore; Emanuele Salerno; Anna Tonazzini (EUSIPCO, 2002)

Analysis and recognition of highly degraded printed characters. - Anna Tonazzini; Stefano Vezzosi; Luigi Bedini (Int. J. Document Anal. Recognit., 2003)

Source separation in astrophysical maps using independent factor analysis. - Ercan E. Kuruoglu; Luigi Bedini; Maria Teresa Paratore; Emanuele Salerno; Anna Tonazzini (Neural Networks, 2003)

Monte Carlo Markov chain techniques for unsupervised MRF-based image denoising. - Anna Tonazzini; Luigi Bedini (Pattern Recognit. Lett., 2003)

Bleed-Through Removal from Degraded Documents Using a Color Decorrelation Method. - Anna Tonazzini; Emanuele Salerno; Matteo Mochi; Luigi Bedini (Document Analysis Systems, 2004)

An Extended Maximum Likelihood Approach for the Robust Blind Separation of Autocorrelated Images from Noisy Mixtures. - Ivan Gerace; Francesco Cricco; Anna Tonazzini (ICA, 2004)

Blind Source Separation Techniques for Detecting Hidden Texts and Textures in Document Images. - Anna Tonazzini; Emanuele Salerno; Matteo Mochi; Luigi Bedini (ICIAR (2), 2004)

Source separation in noisy astrophysical images modelled by markov random fields. - Ercan E. Kuruoglu; Anna Tonazzini; Laura Bianchi (ICIP, 2004)

Joint blind separation and restoration of mixed degraded images for document analysis. - Anna Tonazzini; Ivan Gerace; Francesco Cricco (ICIP, 2004)

Source Separation Techniques Applied to Astrophysical Maps. - Emanuele Salerno; Anna Tonazzini; Ercan E. Kuruoglu; Luigi Bedini; Diego Herranz; Carlo Baccigalupi (KES, 2004)

Independent component analysis for document restoration. - Anna Tonazzini; Luigi Bedini; Emanuele Salerno (Int. J. Document Anal. Recognit., 2004)

Bayesian MRF-based blind source separation of convolutive mixtures of images. - Anna Tonazzini; Ivan Gerace (EUSIPCO, 2005)

Separation of Correlated Astrophysical Sources Using Multiple-Lag Data Covariance Matrices. - Luigi Bedini; Diego Herranz; Emanuele Salerno; Carlo Baccigalupi; Ercan E. Kuruoglu; Anna Tonazzini (EURASIP J. Adv. Signal Process., 2005)

A Markov model for blind image separation by a mean-field EM algorithm. - Anna Tonazzini; Luigi Bedini; Emanuele Salerno (IEEE Trans. Image Process., 2006)

Statistical Analysis of Electrophoresis Time Series for Improving Basecalling in DNA Sequencing. - Anna Tonazzini; Luigi Bedini (MDA, 2007)

Statistical Analysis of Microspectroscopy Signals for Algae Classification and Phylogenetic Comparison. - Anna Tonazzini; Primo Coltelli; Paolo Gualtieri (MDA, 2007)

Digital image analysis to enhance underwritten text in the Archimedes palimpsest. - Emanuele Salerno; Anna Tonazzini; Luigi Bedini (Int. J. Document Anal. Recognit., 2007)

Fast correction of bleed-through distortion in grayscale documents by a blind source separation technique. - Anna Tonazzini; Emanuele Salerno; Luigi Bedini (Int. J. Document Anal. Recognit., 2007)

Advanced Feature Recognition and Classification Using Artificial Intelligence Paradigms. - Vitaly Schetinin; Valentina V. Zharkova; Anatoly Brazhnikov; Sergei I. Zharkov; Emanuele Salerno; Luigi Bedini; Ercan E. Kuruoglu; Anna Tonazzini; Damjan Zazula; Boris Cigale; Hiroyuki Yoshida (Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images, 2007)

Registration and Enhancement of Double-Sided Degraded Manuscripts Acquired in Multispectral Modality. - Anna Tonazzini; Gianfranco Bianco; Emanuele Salerno (ICDAR, 2009)

Image and Video Processing for Cultural Heritage. - Vincent Charvillat; Anna Tonazzini; Luc Van Gool; Nikos Nikolaidis 001 (EURASIP J. Image Video Process., 2009)

A Framework for Virtual Restoration of Ancient Documents by Combination of Multispectral and 3D Imaging. - Gianfranco Bianco; Fabio Bruno; Anna Tonazzini; Emanuele Salerno; Pasquale Savino; Barbara Zitová; Filip Sroubek; Elena Console (Eurographics Italian Chapter Conference, 2010)

Multichannel Blind Separation and Deconvolution of Images for Document Analysis. - Anna Tonazzini; Ivan Gerace; Francesca Martinelli (IEEE Trans. Image Process., 2010)

Attaching Semantics to Document Images Safeguards our Cultural Heritage. - Elena Console; Anna Tonazzini; Fabio Bruno (ERCIM News, 2011)

Low-Level Document Image Analysis and Description: From Appearance to Structure. - Emanuele Salerno; Pasquale Savino; Anna Tonazzini (Learning Structure and Schemas from Documents, 2011)

Restoration of recto-verso archival documents through a regularized nonlinear model. - Ivan Gerace; Francesca Martinelli; Anna Tonazzini (EUSIPCO, 2012)

Nonlinear model and constrained ML for removing back-to-front interferences from recto-verso documents. - Francesca Martinelli; Emanuele Salerno; Ivan Gerace; Anna Tonazzini (Pattern Recognit., 2012)

Removal of Non-Stationary See-Through Interferences from Recto-Verso Documents. - Anna Tonazzini; Emanuele Salerno; Pasquale Savino; Luigi Bedini (MLDM Posters, 2013)

Restoration of recto-verso colour documents using correlated component analysis. - Anna Tonazzini; Luigi Bedini (EURASIP J. Adv. Signal Process., 2013)

Highly Degraded Recto-verso Document Image Processing and Understanding. - Emanuele Salerno; Anna Tonazzini (ERCIM News, 2013)

Nonlinear model identification and see-through cancelation from recto-verso data. - Emanuele Salerno; Francesca Martinelli; Anna Tonazzini (Int. J. Document Anal. Recognit., 2013)

Non-stationary modeling for the separation of overlapped texts in documents. - Anna Tonazzini; Pasquale Savino; Emanuele Salerno (SIU, 2014)

Building a Digital Library containing digital elaborations of ancient documents. - Franca Debole; Pasquale Savino; Anna Tonazzini (ICDIM, 2015)

Removing achromatic reflections from color images with application to artwork imaging. - Luigi Bedini; Pasquale Savino; Anna Tonazzini (ISPA, 2015)

Inferring 3D chromatin structure using a multiscale approach based on quaternions. - Claudia Caudai; Emanuele Salerno; Monica Zoppè; Anna Tonazzini (BMC Bioinform., 2015)

A non-stationary density model to separate overlapped texts in degraded documents. - Anna Tonazzini; Pasquale Savino; Emanuele Salerno (Signal Image Video Process., 2015)

An inpainting technique based on regularization to remove bleed-through from ancient documents. - Ivan Gerace; C. Palomba; Anna Tonazzini (IWCIM, 2016)

Joint non-rigid registration and restoration of recto-verso ancient manuscripts. - Pasquale Savino; Luigi Bedini; Anna Tonazzini (IWCIM, 2016)

Sparse Representation Based Inpainting for the Restoration of Document Images Affected by Bleed-Through. - Muhammad Hanif 001; Anna Tonazzini; Pasquale Savino; Emanuele Salerno (IWCIM@EUSIPCO, 2017)

Restoration of Ancient Documents Using Sparse Image Representation. - Muhammad Hanif 001; Anna Tonazzini (ERCIM News, 2017)

A First Step Towards NLP from Digitized Manuscripts: Virtual Restoration. - Franca Debole; Muhammad Hanif 001; Emanuele Salerno; Pasquale Savino; Anna Tonazzini (CIST, 2018)

Archiving and Retrieving Digital Elaborations of Ancient Manuscripts. - Pasquale Savino; Anna Tonazzini; Franca Debole; Emanuele Salerno (CIST, 2018)

Document Bleed-Through Removal Using Sparse Image Inpainting. - Muhammad Hanif 001; Anna Tonazzini; Pasquale Savino; Emanuele Salerno; Gregory Tsagkatakis (DAS, 2018)

Parallelizable Strategy for the Estimation of the 3D Structure of Biological Macromolecules. - Claudia Caudai; Monica Zoppè; Emanuele Salerno; Ivan Merelli; Anna Tonazzini (PDP, 2018)

Non-Local Sparse Image Inpainting for Document Bleed-Through Removal. - Muhammad Hanif 001; Anna Tonazzini; Pasquale Savino; Emanuele Salerno (J. Imaging, 2018)

Bleed-through cancellation in non-rigidly misaligned recto-verso archival manuscripts based on local registration. - Pasquale Savino; Anna Tonazzini; Luigi Bedini (Int. J. Document Anal. Recognit., 2019)

A New Infrared True-Color Approach for Visible-Infrared Multispectral Image Analysis. - Emanuela Grifoni; Beatrice Campanella; Stefano Legnaioli; Giulia Lorenzetti; Luciano Marras; Stefano Pagnotta; Vincenzo Palleschi; Francesco Poggialini; Emanuele Salerno; Anna Tonazzini (ACM Journal on Computing and Cultural Heritage, 2019)

ChromStruct 4: A Python Code to Estimate the Chromatin Structure from Hi-C Data. - Claudia Caudai; Emanuele Salerno; Monica Zoppè; Ivan Merelli; Anna Tonazzini (IEEE ACM Trans. Comput. Biol. Bioinform., 2019)

Estimation of the Spatial Chromatin Structure Based on a Multiresolution Bead-Chain Model. - Claudia Caudai; Emanuele Salerno; Monica Zoppè; Anna Tonazzini (IEEE ACM Trans. Comput. Biol. Bioinform., 2019)

A Procedure for the Routinary Correction of Back-to-Front Degradations in Archival Manuscripts. - Pasquale Savino; Anna Tonazzini (ICCCI, 2020)

Digital safeguard of laminated historical manuscripts: the treatise "Poem in Rajaz on medicine" as a case study. - Angelo Mario Del Grosso; Driss Fassi Fihri; Mohammed El Mohajir; Ouafae Nahli; Anna Tonazzini (CIST, 2021)

Analysis of Diagnostic Images of Artworks and Feature Extraction: Design of a Methodology. - Annamaria Amura; Alessandro Aldini; Stefano Pagnotta; Emanuele Salerno; Anna Tonazzini; Paolo Triolo (J. Imaging, 2021)

A shallow neural net with model-based learning for the virtual restoration of recto-verso manuscripts. - Pasquale Savino; Anna Tonazzini (VIPERC, 2022)

A Procedure for the Correction of Back-to-Front Degradations in Archival Manuscripts with Preservation of the Original Appearance. - Pasquale Savino; Anna Tonazzini (Vietnam. J. Comput. Sci., 2022)

Preprocessing of recto-verso printed documents based on neural networks for text analysis. - Pasquale Savino; Anna Tonazzini (CiSt, 2023)

Mathematical Models and Neural Networks for the Description and the Correction of Typical Distortions of Historical Manuscripts. - Pasquale Savino; Anna Tonazzini (ICCSA (Workshops 5), 2023)

Blind bleed-through removal in color ancient manuscripts. - Muhammad Hanif 001; Anna Tonazzini; Syed Fawad Hussain; Usman Habib; Emanuele Salerno; Pasquale Savino; Zahid Halim (Multim. Tools Appl., 2023)

Training a shallow NN to erase ink seepage in historical manuscripts based on a degradation model. - Pasquale Savino; Anna Tonazzini (Neural Comput. Appl., 2024)

An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images. - Antonio Boccuto; Ivan Gerace; Valentina Giorgetti; Francesca Martinelli; Anna Tonazzini (J. Math. Imaging Vis., 2024)