Simone Marinai

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 29

Top Topics

Convolutional Neural Networks

Document Understanding

Historical Documents

Text Recognition

Top Venues

Pattern Recognit. Lett.

Publications

Andrea Gemelli, Dasara Shullani, Daniele Baracchi, Simone Marinai, Alessandro Piva
Structure Matters: Analyzing Videos Via Graph Neural Networks for Social Media Platform Attribution. ICASSP (2024)
Andrea Gemelli, Simone Marinai, Emanuele Vivoli, Tamara Zappaterra
Deep-learning for dysgraphia detection in children handwritings. DocEng (2023)
Lorenzo Pisaneschi, Andrea Gemelli, Simone Marinai
Automatic generation of scientific papers for data augmentation in document layout analysis. Pattern Recognit. Lett. 167 (2023)
Andrea Gemelli, Emanuele Vivoli, Simone Marinai
CTE: A Dataset for Contextualized Table Extraction. IRCDL (2023)
Andrea Gemelli, Emanuele Vivoli, Simone Marinai
CTE: A Dataset for Contextualized Table Extraction. CoRR (2023)
Davide del Bimbo, Andrea Gemelli, Simone Marinai
Data augmentation on graphs for table type classification. CoRR (2022)
Andrea Gemelli, Sanket Biswas, Enrico Civitelli, Josep Lladós, Simone Marinai
Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks. CoRR (2022)
Andrea Gemelli, Emanuele Vivoli, Simone Marinai
Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents. CoRR (2022)
Andrea Gemelli, Sanket Biswas, Enrico Civitelli, Josep Lladós, Simone Marinai
Doc2Graph: A Task Agnostic Document Understanding Framework Based on Graph Neural Networks. ECCV Workshops (4) (2022)
Andrea Gemelli, Emanuele Vivoli, Simone Marinai
Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents. ICPR (2022)
Davide del Bimbo, Andrea Gemelli, Simone Marinai
Data Augmentation on Graphs for Table Type Classification. S+SSPR (2022)
Simone Marinai, Gabriella Pomaro, Claudia Raffaelli, Francesco Scandiffio
Location of Simple Graphemes in Mediaeval Manuscripts based on Mask R-CNN. IRCDL (2021)
Simone Marinai, Samuele Capobianco, Zahra Ziran, Andrea Giuntini, Pierluigi Mansueto
Recognition of Concordances for Indexing in Digital Libraries. IRCDL (2020)
Zahra Ziran, Xavier Pic, Simone Undri Innocenti, Daniele Mugnai, Simone Marinai
Text alignment in early printed books combining deep learning and dynamic programming. Pattern Recognit. Lett. 133 (2020)
Anuradha Madugalla, Kim Marriott, Simone Marinai, Samuele Capobianco, Cagatay Goncu
Creating Accessible Online Floor Plans for Visually Impaired Readers. ACM Trans. Access. Comput. 13 (4) (2020)
Francesco Lombardi, Simone Marinai
Deep Learning for Historical Document Analysis and Recognition - A Survey. J. Imaging 6 (10) (2020)
Samuele Capobianco, Simone Marinai
Deep neural networks for record counting in historical handwritten documents. Pattern Recognit. Lett. 119 (2019)
Francesco Lombardi, Cagatay Goncu, Simone Marinai
Line Recognition for Generating Accessible Line Plots. GREC@ICDAR (2019)
Jason Ravagli, Zahra Ziran, Simone Marinai
Text Recognition and Classification in Floor Plan Images. GREC@ICDAR (2019)
Zahra Ziran, Simone Marinai
Object Detection in Floor Plan Images. ANNPR (2018)
Chandranath Adak, Simone Marinai, Bidyut B. Chaudhuri, Michael Blumenstein
Offline Bengali Writer Verification by PDF-CNN and Siamese Net. DAS (2018)
Samuele Capobianco, Leonardo Scommegna, Simone Marinai
Historical Handwritten Document Segmentation by Using a Weighted Loss. ANNPR (2018)
Samuele Capobianco, Simone Marinai
DocEmul: A Toolkit to Generate Structured Historical Documents. ICDAR (2017)
Anuradha Madugalla, Kim Marriott, Simone Marinai
Partitioning Open Plan Areas in Floor Plans. ICDAR (2017)
Samuele Capobianco, Luca Facheris, Fabrizio Cuccoli, Simone Marinai
Vehicle Classification Based on Convolutional Networks Applied to FMCW Radar Signals. TRAP (2017)
Samuele Capobianco, Simone Marinai
Text Line Extraction in Handwritten Historical Documents. IRCDL (2017)
Samuele Capobianco, Luca Facheris, Fabrizio Cuccoli, Simone Marinai
Vehicle classification based on convolutional networks applied to FM-CW radar signals. CoRR (2017)
Samuele Capobianco, Simone Marinai
DocEmul: a Toolkit to Generate Structured Historical Documents. CoRR (2017)
Samuele Capobianco, Simone Marinai
Record Counting in Historical Handwritten Documents with Convolutional Neural Networks. CoRR (2016)
Muhammad Zeshan Afzal, Samuele Capobianco, Muhammad Imran Malik, Simone Marinai, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
Deepdocclassifier: Document classification with deep Convolutional Neural Network. ICDAR (2015)
Cagatay Goncu, Anuradha Madugalla, Simone Marinai, Kim Marriott
Accessible On-Line Floor Plans. WWW (2015)
Cagatay Goncu, Simone Marinai, Kim Marriott
Generation of accessible graphics. MED (2014)
Paolo Frasconi, Francesco Gabbrielli, Marco Lippi, Simone Marinai
Markov Logic Networks for Optical Chemical Structure Recognition. J. Chem. Inf. Model. 54 (8) (2014)
Simone Marinai
Reflowing and annotating scientific papers on eBook readers. ACM Symposium on Document Engineering (2013)
David Fernández, Simone Marinai, Josep Lladós, Alicia Fornés
Contextual word spotting in historical manuscripts using Markov logic networks. HIP@ICDAR (2013)
Alessio Barducci, Simone Marinai
Object recognition in floor plans by graphs of white connected components. ICPR (2012)
Simone Marinai, Stefano Quiriconi
Displaying chemical structural formulae in ePub format. ACM Symposium on Document Engineering (2012)
Simone Marinai, Dimosthenis Karatzas
Report from the AND 2009 working group on noisy text datasets. Int. J. Document Anal. Recognit. 14 (2) (2011)
Simone Marinai, Alessio Anzivino, Matteo Spampani
Towards a faithful visualization of historical books on e-book readers. HIP@ICDAR (2011)
Simone Marinai, Beatrice Miotti, Giovanni Soda
Using Earth Mover's Distance in the Bag-of-Visual-Words Model for Mathematical Symbol Retrieval. ICDAR (2011)
Simone Marinai
Text retrieval from early printed books. Int. J. Document Anal. Recognit. 14 (2) (2011)
Simone Marinai, Emanuele Marino, Giovanni Soda
Conversion of PDF Books in ePub Format. ICDAR (2011)
Simone Marinai, Beatrice Miotti, Giovanni Soda
Bag of Characters and SOM Clustering for Script Recognition and Writer Identification. ICPR (2010)
Simone Marinai, Beatrice Miotti, Giovanni Soda
Mathematical Symbol Indexing for Digital Libraries. IRCDL (2010)
Simone Marinai, Emanuele Marino, Giovanni Soda
Table of contents recognition for converting PDF documents in e-book formats. ACM Symposium on Document Engineering (2010)
Simone Marinai
Metadata Extraction from PDF Papers for Digital Library Ingest. ICDAR (2009)
Simone Marinai, Emanuele Marino, Giovanni Soda
Nonlinear Embedded Map Projection for Dimensionality Reduction. ICIAP (2009)
Simone Marinai, Beatrice Miotti, Giovanni Soda
Mathematical Symbol Indexing Using Topologically Ordered Clusters of Shape Contexts. ICDAR (2009)
Simone Marinai
Text retrieval from early printed books. AND (2009)
Simone Marinai, Beatrice Miotti, Giovanni Soda
Mathematical Symbol Indexing. AI*IA (2009)
Simone Marinai, Emanuele Marino, Giovanni Soda
Embedded Map Projection for Dimensionality Reduction-Based Similarity Search. SSPR/SPR (2008)
Simone Marinai, Emanuele Marino, Giovanni Soda
A Comparison of Clustering Methods for Word Image Indexing. Document Analysis Systems (2008)
Simone Marinai, Emanuele Marino, Giovanni Soda
Transformation invariant SOM clustering in Document Image Analysis. ICIAP (2007)
Simone Marinai, Emanuele Marino, Giovanni Soda
Exploring Digital Libraries with Document Image Retrieval. ECDL (2007)
Simone Marinai, Emanuele Marino, Giovanni Soda
Tree clustering for layout-based document image retrieval. DIAL (2006)
Simone Marinai, Stefano Faini, Emanuele Marino, Giovanni Soda
Efficient Word Retrieval by Means of SOM Clustering and PCA. Document Analysis Systems (2006)
Simone Marinai, Emanuele Marino, Giovanni Soda
Font Adaptive Word Indexing of Modern Printed Documents. IEEE Trans. Pattern Anal. Mach. Intell. 28 (8) (2006)
Simone Marinai, Marco Gori
Preface. Pattern Recognit. Lett. 26 (12) (2005)
Simone Marinai, Emanuele Marino, Giovanni Soda
Layout based document image retrieval by means of XY tree reduction. ICDAR (2005)
Simone Marinai, Marco Gori, Giovanni Soda
Artificial Neural Networks for Document Analysis and Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 27 (1) (2005)
Simone Marinai, Emanuele Marino, Francesca Cesarini, Giovanni Soda
A General System for the Retrieval of Document Images from Digital Libraries. DIAL (2004)
Simone Marinai, Emanuele Marino, Giovanni Soda
Indexing and retrieval of words in old documents. ICDAR (2003)
Simone Marinai, Emanuele Marino, Giovanni Soda
Word retrieval in document images without OCR. SEBD (2003)
Marco Gori, Marco Maggini, Simone Marinai, Jianqing Sheng, Giovanni Soda
Edge-backpropagation for noisy logo recognition. Pattern Recognit. 36 (1) (2003)
Stefano Baldi, Simone Marinai, Giovanni Soda
Using tree-grammars for training set expansion in page classification. ICDAR (2003)
Francesca Cesarini, Simone Marinai, L. Sarti, Giovanni Soda
Trainable Table Location in Document Images. ICPR (3) (2002)
Francesca Cesarini, Simone Marinai, Giovanni Soda
Retrieval by Layout Similarity of Documents Represented with MXY Trees. Document Analysis Systems (2002)
Francesca Cesarini, Marco Lastri, Simone Marinai, Giovanni Soda
Encoding of Modified X-Y Trees for Document Classification. ICDAR (2001)
Enrico Francesconi, Marco Gori, Simone Marinai, Giovanni Soda
A serial combination of connectionist-based classifiers for OCR. Int. J. Document Anal. Recognit. 3 (3) (2001)
Francesca Cesarini, Marco Lastri, Simone Marinai, Giovanni Soda
Page Classification for Meta-data Extraction from Digital Collections. DEXA (2001)
Enrico Appiani, Francesca Cesarini, Anna Maria Colla, Michelangelo Diligenti, Marco Gori, Simone Marinai, Giovanni Soda
Automatic document classification and indexing in high-volume applications. Int. J. Document Anal. Recognit. 4 (2) (2001)
Simone Marinai, Paolo Nesi
Projection based Segmentation of Musical Sheets. ICDAR (1999)
Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda
Structured Document Segmentation and Representation by the Modified X-Y tree. ICDAR (1999)
Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda
INFORMys: A Flexible Invoice-Like Form-Reader System. IEEE Trans. Pattern Anal. Mach. Intell. 20 (7) (1998)
Francesca Cesarini, Enrico Francesconi, Marco Gori, Simone Marinai, Jianqing Sheng, Giovanni Soda
Rectangle Labelling for an Invoice Understanding System. ICDAR (1997)
Francesca Cesarini, Enrico Francesconi, Marco Gori, Simone Marinai, Jianqing Sheng, Giovanni Soda
A Neural-Based Architecture for Spot-Noisy Logo Recognition. ICDAR (1997)
Enrico Francesconi, Paolo Frasconi, Marco Gori, Simone Marinai, Jianqing Sheng, Giovanni Soda, Alessandro Sperduti
Logo Recognition by Recursive Neural Networks. GREC (1997)
Francesca Cesarini, Enrico Francesconi, Simone Marinai, J. Q. Heng, Giovanni Soda
Invoice Modeling based on a Sematic Network. SEBD (1997)
Francesca Cesarini, Enrico Francesconi, Simone Marinai, Jianqing Sheng, Giovanni Soda
Conceptual Modelling for Invoice Document Processing. DEXA Workshop (1997)
Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda
A Hybrid System for Locating and Recognizing Low Level Graphic Items. GREC (1995)
Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda
A system for data extraction from forms of known class. ICDAR (1995)
Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda
Data Extraction from Partially Structured Documents. SEBD (1995)
Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda
Data Extraction from Form Images DEXA (1995)
Francesca Cesarini, Simone Marinai, Giovanni Soda
Contours Location in a Visual Dimensional Verification System. Applied Informatics (1994)