Simone Marinai

110 papers A* 1A 16B 14C 2Misc 3Journal 30Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards Non-Latin Text and Layout Personalization for Enhanced Readability. CoRR Rina Buoy, Dylan Berkamp Fouepe Dongmo, Vesal Khean, Simone Marinai, Koichi Kise
2025	—	`conf`	A Survey on Reading Order, Table of Contents, and Structure Extraction in Document Analysis. ICCVW Simone Giovannini, Simone Marinai
2025	J	`jnl`	AI-driven enhancement of historical documents. Int. J. Digit. Libr. Zahra Ziran, Massimo Mecella, Simone Marinai
2025	—	`conf`	An Integrated System for Interacting with Multi-Page Scholarly Documents. IRCDL Lorenzo Massai, Simone Marinai
2025	J	`jnl`	BoundingDocs: a Unified Dataset for Document Question Answering with Spatial Annotations. CoRR Simone Giovannini, Fabio Coppini, Andrea Gemelli, Simone Marinai
2025	—	`conf`	Comparing Humans and Large Language Models in Filling Clinical Questionnaires. HHAI Valeria Nardoni, Giulia Hyeraci, Martina Maccari, Alejandro Arana, Ersilia Lucenteforte, Giorgio Limoncella, Sima Mohammadi, Giuseppe Roberto, Amirreza Dehghan Tarazjani, Gianni Virgili, Daniel Weibel, Rosa Gini, Marco Lippi, Simone Marinai
2025	—	`conf`	Enhancing Historical Documents: Deep Learning and Image Processing Approaches. IRCDL Zahra Ziran, Massimo Mecella, Simone Marinai
2025	—	`conf`	Graph Convolutional Teacher-Student Framework for Writer Inspection from Intra-variable Handwritten Words. ICDAR (3) Kumari Priya, Suraj Kumar, Aritra Dey, Chandranath Adak, Soumi Chattopadhyay, Sukalpa Chanda, Simone Marinai
2025	—	`conf`	Hierarchical Structure Understanding in Complex Tables with VLLMs: a Benchmark and Experiments. ICDAR (Workshops 2) Luca Bindini, Simone Giovannini, Simone Marinai, Valeria Nardoni, Kimiya Noor Ali
2025	J	`jnl`	Hierarchical structure understanding in complex tables with VLLMs: a benchmark and experiments. CoRR Luca Bindini, Simone Giovannini, Simone Marinai, Valeria Nardoni, Kimiya Noor Ali
2025	J	`jnl`	International journal on document analysis and recognition editorial leadership change. Int. J. Document Anal. Recognit. Daniel Lopresti, Koichi Kise, Simone Marinai
2025	J	`jnl`	Towards Reliable and Interpretable Document Question Answering via VLMs. CoRR Alessio Chen, Simone Giovannini, Andrea Gemelli, Fabio Coppini, Simone Marinai
2025	B	`conf`	Visual Large Language Models for Graphics Understanding: A Case Study on Floorplan Images. DocEng Valeria Nardoni, Kimiya Noor Ali, Zahra Ziran, Simone Marinai
2024	J	`jnl`	Datasets and annotations for layout analysis of scientific articles. Int. J. Document Anal. Recognit. Andrea Gemelli, Simone Marinai, Lorenzo Pisaneschi, Francesco Santoni
2024	J	`jnl`	Editorial for special issue on "advanced topics in document analysis and recognition". Int. J. Document Anal. Recognit. Elisa H. Barney Smith, Marcus Liwicki, Liangrui Peng, Simone Marinai
2024	Misc	`conf`	Structure Matters: Analyzing Videos Via Graph Neural Networks for Social Media Platform Attribution. ICASSP Andrea Gemelli, Dasara Shullani, Daniele Baracchi, Simone Marinai, Alessandro Piva
2024	—	`conf`	Towards Automatically Filling Questionnaires from Clinical Records with Large Language Models. NL4AI@AI*IA Valeria Nardoni, Marco Lippi, Giulia Hyeraci, Martina Maccari, Amirreza Dehghan Tarazjani, Gianni Virgili, Rosa Gini, Simone Marinai
2023	J	`jnl`	Automatic generation of scientific papers for data augmentation in document layout analysis. Pattern Recognit. Lett. Lorenzo Pisaneschi, Andrea Gemelli, Simone Marinai
2023	—	`conf`	CTE: A Dataset for Contextualized Table Extraction. IRCDL Andrea Gemelli, Emanuele Vivoli, Simone Marinai
2023	J	`jnl`	CTE: A Dataset for Contextualized Table Extraction. CoRR Andrea Gemelli, Emanuele Vivoli, Simone Marinai
2023	B	`conf`	Deep-learning for dysgraphia detection in children handwritings. DocEng Andrea Gemelli, Simone Marinai, Emanuele Vivoli, Tamara Zappaterra
2022	—	`conf`	Data Augmentation on Graphs for Table Type Classification. S+SSPR Davide del Bimbo, Andrea Gemelli, Simone Marinai
2022	J	`jnl`	Data augmentation on graphs for table type classification. CoRR Davide del Bimbo, Andrea Gemelli, Simone Marinai
2022	—	`conf`	Doc2Graph: A Task Agnostic Document Understanding Framework Based on Graph Neural Networks. ECCV Workshops (4) Andrea Gemelli, Sanket Biswas, Enrico Civitelli, Josep Lladós, Simone Marinai
2022	J	`jnl`	Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks. CoRR Andrea Gemelli, Sanket Biswas, Enrico Civitelli, Josep Lladós, Simone Marinai
2022	B	`conf`	Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents. ICPR Andrea Gemelli, Emanuele Vivoli, Simone Marinai
2022	J	`jnl`	Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents. CoRR Andrea Gemelli, Emanuele Vivoli, Simone Marinai
2021	—	`conf`	Location of Simple Graphemes in Mediaeval Manuscripts based on Mask R-CNN. IRCDL Simone Marinai, Gabriella Pomaro, Claudia Raffaelli, Francesco Scandiffio
2020	J	`jnl`	Creating Accessible Online Floor Plans for Visually Impaired Readers. ACM Trans. Access. Comput. Anuradha Madugalla, Kim Marriott, Simone Marinai, Samuele Capobianco, Cagatay Goncu
2020	J	`jnl`	Deep Learning for Historical Document Analysis and Recognition - A Survey. J. Imaging Francesco Lombardi, Simone Marinai
2020	—	`conf`	Recognition of Concordances for Indexing in Digital Libraries. IRCDL Simone Marinai, Samuele Capobianco, Zahra Ziran, Andrea Giuntini, Pierluigi Mansueto
2020	J	`jnl`	Text alignment in early printed books combining deep learning and dynamic programming. Pattern Recognit. Lett. Zahra Ziran, Xavier Pic, Simone Undri Innocenti, Daniele Mugnai, Simone Marinai
2019	J	`jnl`	Deep neural networks for record counting in historical handwritten documents. Pattern Recognit. Lett. Samuele Capobianco, Simone Marinai
2019	—	`conf`	Line Recognition for Generating Accessible Line Plots. GREC@ICDAR Francesco Lombardi, Cagatay Goncu, Simone Marinai
2019	—	`conf`	Text Recognition and Classification in Floor Plan Images. GREC@ICDAR Jason Ravagli, Zahra Ziran, Simone Marinai
2018	—	`conf`	Historical Handwritten Document Segmentation by Using a Weighted Loss. ANNPR Samuele Capobianco, Leonardo Scommegna, Simone Marinai
2018	—	`conf`	Object Detection in Floor Plan Images. ANNPR Zahra Ziran, Simone Marinai
2018	B	`conf`	Offline Bengali Writer Verification by PDF-CNN and Siamese Net. DAS Chandranath Adak, Simone Marinai, Bidyut B. Chaudhuri, Michael Blumenstein
2017	—	`ed.`	Digital Libraries and Multimedia Archives - 12th Italian Research Conference on Digital Libraries, IRCDL 2016, Florence, Italy, February 4-5, 2016, Revised Selected Papers IRCDL Maristella Agosti, Marco Bertini, Stefano Ferilli, Simone Marinai, Nicola Orio
2017	A	`conf`	DocEmul: A Toolkit to Generate Structured Historical Documents. ICDAR Samuele Capobianco, Simone Marinai
2017	J	`jnl`	DocEmul: a Toolkit to Generate Structured Historical Documents. CoRR Samuele Capobianco, Simone Marinai
2017	A	`conf`	Partitioning Open Plan Areas in Floor Plans. ICDAR Anuradha Madugalla, Kim Marriott, Simone Marinai
2017	—	`conf`	Text Line Extraction in Handwritten Historical Documents. IRCDL Samuele Capobianco, Simone Marinai
2017	—	`conf`	Vehicle Classification Based on Convolutional Networks Applied to FMCW Radar Signals. TRAP Samuele Capobianco, Luca Facheris, Fabrizio Cuccoli, Simone Marinai
2017	J	`jnl`	Vehicle classification based on convolutional networks applied to FM-CW radar signals. CoRR Samuele Capobianco, Luca Facheris, Fabrizio Cuccoli, Simone Marinai
2016	J	`jnl`	Record Counting in Historical Handwritten Documents with Convolutional Neural Networks. CoRR Samuele Capobianco, Simone Marinai
2015	A*	`conf`	Accessible On-Line Floor Plans. WWW Cagatay Goncu, Anuradha Madugalla, Simone Marinai, Kim Marriott
2015	A	`conf`	Deepdocclassifier: Document classification with deep Convolutional Neural Network. ICDAR Muhammad Zeshan Afzal, Samuele Capobianco, Muhammad Imran Malik, Simone Marinai, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
2014	—	`conf`	Generation of accessible graphics. MED Cagatay Goncu, Simone Marinai, Kim Marriott
2014	J	`jnl`	Markov Logic Networks for Optical Chemical Structure Recognition. J. Chem. Inf. Model. Paolo Frasconi, Francesco Gabbrielli, Marco Lippi, Simone Marinai
2014	—	`ch.`	Page Similarity and Classification. Handbook of Document Image Processing and Recognition Simone Marinai
2013	B	`ed.`	ACM Symposium on Document Engineering 2013, DocEng '13, Florence, Italy, September 10-13, 2013 ACM Symposium on Document Engineering Simone Marinai, Kim Marriott
2013	—	`conf`	Contextual word spotting in historical manuscripts using Markov logic networks. HIP@ICDAR David Fernández, Simone Marinai, Josep Lladós, Alicia Fornés
2013	B	`conf`	Reflowing and annotating scientific papers on eBook readers. ACM Symposium on Document Engineering Simone Marinai
2012	B	`conf`	Displaying chemical structural formulae in ePub format. ACM Symposium on Document Engineering Simone Marinai, Stefano Quiriconi
2012	B	`conf`	Object recognition in floor plans by graphs of white connected components. ICPR Alessio Barducci, Simone Marinai
2011	A	`conf`	Conversion of PDF Books in ePub Format. ICDAR Simone Marinai, Emanuele Marino, Giovanni Soda
2011	—	`ch.`	Digital Libraries and Document Image Retrieval Techniques: A Survey. Learning Structure and Schemas from Documents Simone Marinai, Beatrice Miotti, Giovanni Soda
2011	J	`jnl`	Report from the AND 2009 working group on noisy text datasets. Int. J. Document Anal. Recognit. Simone Marinai, Dimosthenis Karatzas
2011	J	`jnl`	Text retrieval from early printed books. Int. J. Document Anal. Recognit. Simone Marinai
2011	—	`conf`	Towards a faithful visualization of historical books on e-book readers. HIP@ICDAR Simone Marinai, Alessio Anzivino, Matteo Spampani
2011	A	`conf`	Using Earth Mover's Distance in the Bag-of-Visual-Words Model for Mathematical Symbol Retrieval. ICDAR Simone Marinai, Beatrice Miotti, Giovanni Soda
2010	B	`conf`	Bag of Characters and SOM Clustering for Script Recognition and Writer Identification. ICPR Simone Marinai, Beatrice Miotti, Giovanni Soda
2010	—	`conf`	Mathematical Symbol Indexing for Digital Libraries. IRCDL Simone Marinai, Beatrice Miotti, Giovanni Soda
2010	B	`conf`	Table of contents recognition for converting PDF documents in e-book formats. ACM Symposium on Document Engineering Simone Marinai, Emanuele Marino, Giovanni Soda
2009	A	`conf`	Mathematical Symbol Indexing Using Topologically Ordered Clusters of Shape Contexts. ICDAR Simone Marinai, Beatrice Miotti, Giovanni Soda
2009	—	`conf`	Mathematical Symbol Indexing. AI*IA Simone Marinai, Beatrice Miotti, Giovanni Soda
2009	A	`conf`	Metadata Extraction from PDF Papers for Digital Library Ingest. ICDAR Simone Marinai
2009	Misc	`conf`	Nonlinear Embedded Map Projection for Dimensionality Reduction. ICIAP Simone Marinai, Emanuele Marino, Giovanni Soda
2009	—	`conf`	Text retrieval from early printed books. AND Simone Marinai
2008	B	`conf`	A Comparison of Clustering Methods for Word Image Indexing. Document Analysis Systems Simone Marinai, Emanuele Marino, Giovanni Soda
2008	—	`ed.`	Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, ANNPR 2008, Paris, France, July 2-4, 2008, Proceedings ANNPR Lionel Prevost, Simone Marinai, Friedhelm Schwenker
2008	—	`conf`	Embedded Map Projection for Dimensionality Reduction-Based Similarity Search. SSPR/SPR Simone Marinai, Emanuele Marino, Giovanni Soda
2008	—	`ch.`	Introduction to Document Analysis and Recognition. Machine Learning in Document Analysis and Recognition Simone Marinai
2008	—	`book`	Machine Learning in Document Analysis and Recognition Simone Marinai, Hiromichi Fujisawa
2008	—	`ch.`	Self-Organizing Maps for Clustering in Document Image Analysis. Machine Learning in Document Analysis and Recognition Simone Marinai, Emanuele Marino, Giovanni Soda
2007	—	`conf`	Exploring Digital Libraries with Document Image Retrieval. ECDL Simone Marinai, Emanuele Marino, Giovanni Soda
2007	Misc	`conf`	Transformation invariant SOM clustering in Document Image Analysis. ICIAP Simone Marinai, Emanuele Marino, Giovanni Soda
2006	—	`ed.`	Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, ANNPR 2006, Ulm, Germany, August 31-September 2, 2006, Proceedings ANNPR Friedhelm Schwenker, Simone Marinai
2006	B	`conf`	Efficient Word Retrieval by Means of SOM Clustering and PCA. Document Analysis Systems Simone Marinai, Stefano Faini, Emanuele Marino, Giovanni Soda
2006	J	`jnl`	Font Adaptive Word Indexing of Modern Printed Documents. IEEE Trans. Pattern Anal. Mach. Intell. Simone Marinai, Emanuele Marino, Giovanni Soda
2006	—	`conf`	Tree clustering for layout-based document image retrieval. DIAL Simone Marinai, Emanuele Marino, Giovanni Soda
2005	J	`jnl`	Artificial Neural Networks for Document Analysis and Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Simone Marinai, Marco Gori, Giovanni Soda
2005	A	`conf`	Layout based document image retrieval by means of XY tree reduction. ICDAR Simone Marinai, Emanuele Marino, Giovanni Soda
2005	J	`jnl`	Preface. Pattern Recognit. Lett. Simone Marinai, Marco Gori
2004	—	`conf`	A General System for the Retrieval of Document Images from Digital Libraries. DIAL Simone Marinai, Emanuele Marino, Francesca Cesarini, Giovanni Soda
2004	B	`ed.`	Document Analysis Systems VI, 6th International Workshop, DAS 2004, Florence, Italy, September 8-10, 2004, Proceedings Document Analysis Systems Simone Marinai, Andreas Dengel
2003	J	`jnl`	Edge-backpropagation for noisy logo recognition. Pattern Recognit. Marco Gori, Marco Maggini, Simone Marinai, Jianqing Sheng, Giovanni Soda
2003	A	`conf`	Indexing and retrieval of words in old documents. ICDAR Simone Marinai, Emanuele Marino, Giovanni Soda
2003	A	`conf`	Using tree-grammars for training set expansion in page classification. ICDAR Stefano Baldi, Simone Marinai, Giovanni Soda
2003	—	`conf`	Word retrieval in document images without OCR. SEBD Simone Marinai, Emanuele Marino, Giovanni Soda
2002	B	`conf`	Retrieval by Layout Similarity of Documents Represented with MXY Trees. Document Analysis Systems Francesca Cesarini, Simone Marinai, Giovanni Soda
2002	—	`conf`	Trainable Table Location in Document Images. ICPR (3) Francesca Cesarini, Simone Marinai, L. Sarti, Giovanni Soda
2001	J	`jnl`	A serial combination of connectionist-based classifiers for OCR. Int. J. Document Anal. Recognit. Enrico Francesconi, Marco Gori, Simone Marinai, Giovanni Soda
2001	J	`jnl`	Automatic document classification and indexing in high-volume applications. Int. J. Document Anal. Recognit. Enrico Appiani, Francesca Cesarini, Anna Maria Colla, Michelangelo Diligenti, Marco Gori, Simone Marinai, Giovanni Soda
2001	A	`conf`	Encoding of Modified X-Y Trees for Document Classification. ICDAR Francesca Cesarini, Marco Lastri, Simone Marinai, Giovanni Soda
2001	C	`conf`	Page Classification for Meta-data Extraction from Digital Collections. DEXA Francesca Cesarini, Marco Lastri, Simone Marinai, Giovanni Soda
1999	A	`conf`	Projection based Segmentation of Musical Sheets. ICDAR Simone Marinai, Paolo Nesi
1999	A	`conf`	Structured Document Segmentation and Representation by the Modified X-Y tree. ICDAR Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda
1998	J	`jnl`	INFORMys: A Flexible Invoice-Like Form-Reader System. IEEE Trans. Pattern Anal. Mach. Intell. Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda
1997	A	`conf`	A Neural-Based Architecture for Spot-Noisy Logo Recognition. ICDAR Francesca Cesarini, Enrico Francesconi, Marco Gori, Simone Marinai, Jianqing Sheng, Giovanni Soda
1997	—	`conf`	Conceptual Modelling for Invoice Document Processing. DEXA Workshop Francesca Cesarini, Enrico Francesconi, Simone Marinai, Jianqing Sheng, Giovanni Soda
1997	—	`conf`	Invoice Modeling based on a Sematic Network. SEBD Francesca Cesarini, Enrico Francesconi, Simone Marinai, J. Q. Heng, Giovanni Soda
1997	—	`conf`	Logo Recognition by Recursive Neural Networks. GREC Enrico Francesconi, Paolo Frasconi, Marco Gori, Simone Marinai, Jianqing Sheng, Giovanni Soda, Alessandro Sperduti
1997	A	`conf`	Rectangle Labelling for an Invoice Understanding System. ICDAR Francesca Cesarini, Enrico Francesconi, Marco Gori, Simone Marinai, Jianqing Sheng, Giovanni Soda
1995	—	`conf`	A Hybrid System for Locating and Recognizing Low Level Graphic Items. GREC Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda
1995	A	`conf`	A system for data extraction from forms of known class. ICDAR Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda
1995	C	`conf`	Data Extraction from Form Images DEXA Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda
1995	—	`conf`	Data Extraction from Partially Structured Documents. SEBD Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda
1994	—	`conf`	Contours Location in a Visual Dimensional Verification System. Applied Informatics Francesca Cesarini, Simone Marinai, Giovanni Soda