Anna Tonazzini

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 26

Top Topics

Historical Manuscripts

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Pasquale Savino, Anna Tonazzini
Training a shallow NN to erase ink seepage in historical manuscripts based on a degradation model. Neural Comput. Appl. 36 (20) (2024)
Muhammad Hanif, Anna Tonazzini, Syed Fawad Hussain, Usman Habib, Emanuele Salerno, Pasquale Savino, Zahid Halim
Blind bleed-through removal in color ancient manuscripts. Multim. Tools Appl. 82 (8) (2023)
Pasquale Savino, Anna Tonazzini
Preprocessing of recto-verso printed documents based on neural networks for text analysis. CiSt (2023)
Pasquale Savino, Anna Tonazzini
Mathematical Models and Neural Networks for the Description and the Correction of Typical Distortions of Historical Manuscripts. ICCSA (Workshops 5) (2023)
Pasquale Savino, Anna Tonazzini
A shallow neural net with model-based learning for the virtual restoration of recto-verso manuscripts. VIPERC (2022)
Pasquale Savino, Anna Tonazzini
A Procedure for the Correction of Back-to-Front Degradations in Archival Manuscripts with Preservation of the Original Appearance. Vietnam. J. Comput. Sci. 9 (1) (2022)
Annamaria Amura, Alessandro Aldini, Stefano Pagnotta, Emanuele Salerno, Anna Tonazzini, Paolo Triolo
Analysis of Diagnostic Images of Artworks and Feature Extraction: Design of a Methodology. J. Imaging 7 (3) (2021)
Angelo Mario Del Grosso, Driss Fassi Fihri, Mohammed El Mohajir, Ouafae Nahli, Anna Tonazzini
Digital safeguard of laminated historical manuscripts: the treatise "Poem in Rajaz on medicine" as a case study. CIST (2021)
Pasquale Savino, Anna Tonazzini
A Procedure for the Routinary Correction of Back-to-Front Degradations in Archival Manuscripts. ICCCI (2020)
Claudia Caudai, Emanuele Salerno, Monica Zoppè, Ivan Merelli, Anna Tonazzini
ChromStruct 4: A Python Code to Estimate the Chromatin Structure from Hi-C Data. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (6) (2019)
Emanuela Grifoni, Beatrice Campanella, Stefano Legnaioli, Giulia Lorenzetti, Luciano Marras, Stefano Pagnotta, Vincenzo Palleschi, Francesco Poggialini, Emanuele Salerno, Anna Tonazzini
A New Infrared True-Color Approach for Visible-Infrared Multispectral Image Analysis. ACM Journal on Computing and Cultural Heritage 12 (2) (2019)
Claudia Caudai, Emanuele Salerno, Monica Zoppè, Anna Tonazzini
Estimation of the Spatial Chromatin Structure Based on a Multiresolution Bead-Chain Model. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (2) (2019)
Pasquale Savino, Anna Tonazzini, Luigi Bedini
Bleed-through cancellation in non-rigidly misaligned recto-verso archival manuscripts based on local registration. Int. J. Document Anal. Recognit. 22 (2) (2019)
Muhammad Hanif, Anna Tonazzini, Pasquale Savino, Emanuele Salerno, Gregory Tsagkatakis
Document Bleed-Through Removal Using Sparse Image Inpainting. DAS (2018)
Franca Debole, Muhammad Hanif, Emanuele Salerno, Pasquale Savino, Anna Tonazzini
A First Step Towards NLP from Digitized Manuscripts: Virtual Restoration. CIST (2018)
Pasquale Savino, Anna Tonazzini, Franca Debole, Emanuele Salerno
Archiving and Retrieving Digital Elaborations of Ancient Manuscripts. CIST (2018)
Muhammad Hanif, Anna Tonazzini, Pasquale Savino, Emanuele Salerno
Non-Local Sparse Image Inpainting for Document Bleed-Through Removal. J. Imaging 4 (5) (2018)
Claudia Caudai, Monica Zoppè, Emanuele Salerno, Ivan Merelli, Anna Tonazzini
Parallelizable Strategy for the Estimation of the 3D Structure of Biological Macromolecules. PDP (2018)
Muhammad Hanif, Anna Tonazzini, Pasquale Savino, Emanuele Salerno
Sparse Representation Based Inpainting for the Restoration of Document Images Affected by Bleed-Through. IWCIM@EUSIPCO (2017)
Muhammad Hanif, Anna Tonazzini
Restoration of Ancient Documents Using Sparse Image Representation. ERCIM News 2017 (111) (2017)
Ivan Gerace, C. Palomba, Anna Tonazzini
An inpainting technique based on regularization to remove bleed-through from ancient documents. IWCIM (2016)
Pasquale Savino, Luigi Bedini, Anna Tonazzini
Joint non-rigid registration and restoration of recto-verso ancient manuscripts. IWCIM (2016)
Luigi Bedini, Pasquale Savino, Anna Tonazzini
Removing achromatic reflections from color images with application to artwork imaging. ISPA (2015)
Claudia Caudai, Emanuele Salerno, Monica Zoppè, Anna Tonazzini
Inferring 3D chromatin structure using a multiscale approach based on quaternions. BMC Bioinform. 16 (2015)
Anna Tonazzini, Pasquale Savino, Emanuele Salerno
A non-stationary density model to separate overlapped texts in degraded documents. Signal Image Video Process. 9 (Supplement-1) (2015)
Franca Debole, Pasquale Savino, Anna Tonazzini
Building a Digital Library containing digital elaborations of ancient documents. ICDIM (2015)
Anna Tonazzini, Pasquale Savino, Emanuele Salerno
Non-stationary modeling for the separation of overlapped texts in documents. SIU (2014)
Emanuele Salerno, Anna Tonazzini
Highly Degraded Recto-verso Document Image Processing and Understanding. ERCIM News 2013 (95) (2013)
Anna Tonazzini, Luigi Bedini
Restoration of recto-verso colour documents using correlated component analysis. EURASIP J. Adv. Signal Process. 2013 (2013)
Anna Tonazzini, Emanuele Salerno, Pasquale Savino, Luigi Bedini
Removal of Non-Stationary See-Through Interferences from Recto-Verso Documents. MLDM Posters (2013)
Emanuele Salerno, Francesca Martinelli, Anna Tonazzini
Nonlinear model identification and see-through cancelation from recto-verso data. Int. J. Document Anal. Recognit. 16 (2) (2013)
Ivan Gerace, Francesca Martinelli, Anna Tonazzini
Restoration of recto-verso archival documents through a regularized nonlinear model. EUSIPCO (2012)
Francesca Martinelli, Emanuele Salerno, Ivan Gerace, Anna Tonazzini
Nonlinear model and constrained ML for removing back-to-front interferences from recto-verso documents. Pattern Recognit. 45 (1) (2012)
Elena Console, Anna Tonazzini, Fabio Bruno
Attaching Semantics to Document Images Safeguards our Cultural Heritage. ERCIM News 2011 (86) (2011)
Gianfranco Bianco, Fabio Bruno, Anna Tonazzini, Emanuele Salerno, Pasquale Savino, Barbara Zitová, Filip Sroubek, Elena Console
A Framework for Virtual Restoration of Ancient Documents by Combination of Multispectral and 3D Imaging. Eurographics Italian Chapter Conference (2010)
Anna Tonazzini, Ivan Gerace, Francesca Martinelli
Multichannel Blind Separation and Deconvolution of Images for Document Analysis. IEEE Trans. Image Process. 19 (4) (2010)
Vincent Charvillat, Anna Tonazzini, Luc Van Gool, Nikos Nikolaidis
Image and Video Processing for Cultural Heritage. EURASIP J. Image Video Process. 2009 (2009)
Anna Tonazzini, Gianfranco Bianco, Emanuele Salerno
Registration and Enhancement of Double-Sided Degraded Manuscripts Acquired in Multispectral Modality. ICDAR (2009)
Anna Tonazzini, Primo Coltelli, Paolo Gualtieri
Statistical Analysis of Microspectroscopy Signals for Algae Classification and Phylogenetic Comparison. MDA (2007)
Anna Tonazzini, Emanuele Salerno, Luigi Bedini
Fast correction of bleed-through distortion in grayscale documents by a blind source separation technique. Int. J. Document Anal. Recognit. 10 (1) (2007)
Anna Tonazzini, Luigi Bedini
Statistical Analysis of Electrophoresis Time Series for Improving Basecalling in DNA Sequencing. MDA (2007)
Emanuele Salerno, Anna Tonazzini, Luigi Bedini
Digital image analysis to enhance underwritten text in the Archimedes palimpsest. Int. J. Document Anal. Recognit. 9 (2-4) (2007)
Anna Tonazzini, Luigi Bedini
Statistical analysis of electrophoresis time series for improving basecalling in DNA sequencing. ICDM (Workshops) (2006)
Anna Tonazzini, Luigi Bedini, Emanuele Salerno
A Markov model for blind image separation by a mean-field EM algorithm. IEEE Trans. Image Process. 15 (2) (2006)
Luigi Bedini, Diego Herranz, Emanuele Salerno, Carlo Baccigalupi, Ercan E. Kuruoglu, Anna Tonazzini
Separation of Correlated Astrophysical Sources Using Multiple-Lag Data Covariance Matrices. EURASIP J. Adv. Signal Process. 2005 (15) (2005)
Anna Tonazzini, Ivan Gerace
Bayesian MRF-based blind source separation of convolutive mixtures of images. EUSIPCO (2005)
Anna Tonazzini, Emanuele Salerno, Matteo Mochi, Luigi Bedini
Bleed-Through Removal from Degraded Documents Using a Color Decorrelation Method. Document Analysis Systems (2004)
Anna Tonazzini, Emanuele Salerno, Matteo Mochi, Luigi Bedini
Blind Source Separation Techniques for Detecting Hidden Texts and Textures in Document Images. ICIAR (2) (2004)
Anna Tonazzini, Luigi Bedini, Emanuele Salerno
Independent component analysis for document restoration. Int. J. Document Anal. Recognit. 7 (1) (2004)
Ercan E. Kuruoglu, Anna Tonazzini, Laura Bianchi
Source separation in noisy astrophysical images modelled by markov random fields. ICIP (2004)
Emanuele Salerno, Anna Tonazzini, Ercan E. Kuruoglu, Luigi Bedini, Diego Herranz, Carlo Baccigalupi
Source Separation Techniques Applied to Astrophysical Maps. KES (2004)
Ivan Gerace, Francesco Cricco, Anna Tonazzini
An Extended Maximum Likelihood Approach for the Robust Blind Separation of Autocorrelated Images from Noisy Mixtures. ICA (2004)
Anna Tonazzini, Ivan Gerace, Francesco Cricco
Joint blind separation and restoration of mixed degraded images for document analysis. ICIP (2004)
Anna Tonazzini, Stefano Vezzosi, Luigi Bedini
Analysis and recognition of highly degraded printed characters. Int. J. Document Anal. Recognit. 6 (4) (2003)
Ercan E. Kuruoglu, Luigi Bedini, Maria Teresa Paratore, Emanuele Salerno, Anna Tonazzini
Source separation in astrophysical maps using independent factor analysis. Neural Networks 16 (3-4) (2003)
Anna Tonazzini, Luigi Bedini
Monte Carlo Markov chain techniques for unsupervised MRF-based image denoising. Pattern Recognit. Lett. 24 (1-3) (2003)
Ercan E. Kuruoglu, Luigi Bedini, Maria Teresa Paratore, Emanuele Salerno, Anna Tonazzini
Component separation in astronomical images using independent factor analysis. EUSIPCO (2002)
Stefano Vezzosi, Luigi Bedini, Anna Tonazzini
An Integrated System for the Analysis and the Recognition of Characters in Ancient Documents. Document Analysis Systems (2002)
Luigi Bedini, Emanuele Salerno, Anna Tonazzini
Blind source separation from noisy data using bayesian estimation and gibbs priors. SIP (2001)
Luigi Bedini, Gianna M. Del Corso, Anna Tonazzini
Preconditioned edge-preserving image deblurring and denoising. Pattern Recognit. Lett. 22 (10) (2001)
Luigi Bedini, Anna Tonazzini
Fast Fully Data-Driven Image Restoration by means of Edge-Preserving Regularization. Real Time Imaging 7 (1) (2001)
Luigi Bedini, Anna Tonazzini, Salvatore Minutoli
A neural architecture for fully data driven edge-preserving image restoration. Integr. Comput. Aided Eng. 7 (1) (2000)
Luigi Bedini, Anna Tonazzini, Salvatore Minutoli
Unsupervised edge-preserving image restoration via a saddle point approximation. Image Vis. Comput. 17 (11) (1999)
Anna Tonazzini, Luigi Bedini
Character Segmentation in Highly Blurred Ancient Printed Documents. ICIAP (1999)
Luigi Bedini, Anna Tonazzini
Joint Blind Restoration and Segmentation of Blurred text Characters. SIP (1999)
Luigi Bedini, Andrea Cannata, Mario Ferraro, Emanuele Salerno, Anna Tonazzini
Visual module integration for optical flow estimation. EUSIPCO (1998)
Luigi Bedini, Ivan Gerace, Anna Tonazzini
Sigmoidal approximations for self-interacting line processes in edge-preserving image restoration. Pattern Recognit. Lett. 16 (10) (1995)
Luigi Bedini, Ivan Gerace, Anna Tonazzini
A GNC algorithm for constrained image reconstruction with continuous-valued line processes. Pattern Recognit. Lett. 15 (9) (1994)
Luigi Bedini, Emanuele Salerno, Anna Tonazzini
Edge-preserving tomographic reconstruction from gaussian data using a gibbs prior and a generalized expectation-maximization algorithm. Int. J. Imaging Syst. Technol. 5 (3) (1994)
Luigi Bedini, Ivan Gerace, Anna Tonazzini
A Deterministic Algorithm for Reconstructing Images with Interacting Discontinuities. CVGIP Graph. Model. Image Process. 56 (2) (1994)
Luigi Bedini, Lucio Benvenuti, Emanuele Salerno, Anna Tonazzini
A mixed-annealing algorithm for edge preserving image reconstruction using a limited number of projections. Signal Process. 32 (3) (1993)
Luigi Bedini, Anna Tonazzini
Image restoration preserving discontinuities: the Bayesian approach and neural networks. Image Vis. Comput. 10 (2) (1992)
Luigi Bedini, E. Fantini, Anna Tonazzini
A dual approach to regulation in image restoration. Pattern Recognit. Lett. 12 (11) (1991)
Emanuele Salerno, Anna Tonazzini
2D image reconstruction from sparse line-integral data. Signal Process. 23 (2) (1991)
Luigi Bedini, Anna Tonazzini
Neural network use in maximum entropy image restoration. Image Vis. Comput. 8 (2) (1990)