| 2026 | ICDAR | Towards Non-Latin Text and Layout Personalization for Enhanced Readability. | Rina Buoy, Dylan Berkamp Fouepe Dongmo, Vesal Khean, Simone Marinai, Koichi Kise |
| 2025 | DocEng | Visual Large Language Models for Graphics Understanding: A Case Study on Floorplan Images. | Valeria Nardoni, Kimiya Noor Ali, Zahra Ziran, Simone Marinai |
| 2025 | ICCV | A Survey on Reading Order, Table of Contents, and Structure Extraction in Document Analysis. | Simone Giovannini, Simone Marinai |
| 2025 | ICDAR | Hierarchical Structure Understanding in Complex Tables with VLLMs: a Benchmark and Experiments. | Luca Bindini, Simone Giovannini, Simone Marinai, Valeria Nardoni, Kimiya Noor Ali |
| 2025 | ICDAR | Graph Convolutional Teacher-Student Framework for Writer Inspection from Intra-variable Handwritten Words. | Kumari Priya, Suraj Kumar, Aritra Dey, Chandranath Adak, Soumi Chattopadhyay, Sukalpa Chanda, Simone Marinai |
| 2024 | ICASSP | Structure Matters: Analyzing Videos Via Graph Neural Networks for Social Media Platform Attribution. | Andrea Gemelli, Dasara Shullani, Daniele Baracchi, Simone Marinai, Alessandro Piva |
| 2023 | DocEng | Deep-learning for dysgraphia detection in children handwritings. | Andrea Gemelli, Simone Marinai, Emanuele Vivoli, Tamara Zappaterra |
| 2022 | ECCV | Doc2Graph: A Task Agnostic Document Understanding Framework Based on Graph Neural Networks. | Andrea Gemelli, Sanket Biswas, Enrico Civitelli, Josep Llads, Simone Marinai |
| 2022 | ICPR | Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents. | Andrea Gemelli, Emanuele Vivoli, Simone Marinai |
| 2022 | SSPR | Data Augmentation on Graphs for Table Type Classification. | Davide del Bimbo, Andrea Gemelli, Simone Marinai |
| 2019 | ICDAR | Line Recognition for Generating Accessible Line Plots. | Francesco Lombardi, Cagatay Goncu, Simone Marinai |
| 2019 | ICDAR | Text Recognition and Classification in Floor Plan Images. | Jason Ravagli, Zahra Ziran, Simone Marinai |
| 2018 | DAS | Offline Bengali Writer Verification by PDF-CNN and Siamese Net. | Chandranath Adak, Simone Marinai, Bidyut B. Chaudhuri, Michael Blumenstein |
| 2017 | ICDAR | DocEmul: A Toolkit to Generate Structured Historical Documents. | Samuele Capobianco, Simone Marinai |
| 2017 | ICDAR | Partitioning Open Plan Areas in Floor Plans. | Anuradha Madugalla, Kim Marriott, Simone Marinai |
| 2015 | ICDAR | Deepdocclassifier: Document classification with deep Convolutional Neural Network. | Muhammad Zeshan Afzal, Samuele Capobianco, Muhammad Imran Malik, Simone Marinai, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki |
| 2015 | WWW | Accessible On-Line Floor Plans. | Cagatay Goncu, Anuradha Madugalla, Simone Marinai, Kim Marriott |
| 2013 | DocEng | Reflowing and annotating scientific papers on eBook readers. | Simone Marinai |
| 2013 | ICDAR | Contextual word spotting in historical manuscripts using Markov logic networks. | David Fernndez, Simone Marinai, Josep Llads, Alicia Forns |
| 2012 | DocEng | Displaying chemical structural formulae in ePub format. | Simone Marinai, Stefano Quiriconi |
| 2012 | ICPR | Object recognition in floor plans by graphs of white connected components. | Alessio Barducci, Simone Marinai |
| 2011 | ICDAR | Towards a faithful visualization of historical books on e-book readers. | Simone Marinai, Alessio Anzivino, Matteo Spampani |
| 2011 | ICDAR | Conversion of PDF Books in ePub Format. | Simone Marinai, Emanuele Marino, Giovanni Soda |
| 2011 | ICDAR | Using Earth Mover's Distance in the Bag-of-Visual-Words Model for Mathematical Symbol Retrieval. | Simone Marinai, Beatrice Miotti, Giovanni Soda |
| 2010 | DocEng | Table of contents recognition for converting PDF documents in e-book formats. | Simone Marinai, Emanuele Marino, Giovanni Soda |
| 2010 | ICPR | Bag of Characters and SOM Clustering for Script Recognition and Writer Identification. | Simone Marinai, Beatrice Miotti, Giovanni Soda |
| 2009 | ICDAR | Metadata Extraction from PDF Papers for Digital Library Ingest. | Simone Marinai |
| 2009 | ICDAR | Mathematical Symbol Indexing Using Topologically Ordered Clusters of Shape Contexts. | Simone Marinai, Beatrice Miotti, Giovanni Soda |
| 2009 | ICIAP | Nonlinear Embedded Map Projection for Dimensionality Reduction. | Simone Marinai, Emanuele Marino, Giovanni Soda |
| 2008 | DAS | A Comparison of Clustering Methods for Word Image Indexing. | Simone Marinai, Emanuele Marino, Giovanni Soda |
| 2008 | SSPR | Embedded Map Projection for Dimensionality Reduction-Based Similarity Search. | Simone Marinai, Emanuele Marino, Giovanni Soda |
| 2007 | ICIAP | Transformation invariant SOM clustering in Document Image Analysis. | Simone Marinai, Emanuele Marino, Giovanni Soda |
| 2006 | DAS | Efficient Word Retrieval by Means of SOM Clustering and PCA. | Simone Marinai, Stefano Faini, Emanuele Marino, Giovanni Soda |
| 2005 | ICDAR | Layout based document image retrieval by means of XY tree reduction. | Simone Marinai, Emanuele Marino, Giovanni Soda |
| 2003 | ICDAR | Using tree-grammars for training set expansion in page classification. | Stefano Baldi, Simone Marinai, Giovanni Soda |
| 2003 | ICDAR | Indexing and retrieval of words in old documents. | Simone Marinai, Emanuele Marino, Giovanni Soda |
| 2002 | DAS | Retrieval by Layout Similarity of Documents Represented with MXY Trees. | Francesca Cesarini, Simone Marinai, Giovanni Soda |
| 2002 | ICPR | Trainable Table Location in Document Images. | Francesca Cesarini, Simone Marinai, L. Sarti, Giovanni Soda |
| 2001 | DEXA | Page Classification for Meta-data Extraction from Digital Collections. | Francesca Cesarini, Marco Lastri, Simone Marinai, Giovanni Soda |
| 2001 | ICDAR | Encoding of Modified X-Y Trees for Document Classification. | Francesca Cesarini, Marco Lastri, Simone Marinai, Giovanni Soda |
| 1999 | ICDAR | Structured Document Segmentation and Representation by the Modified X-Y tree. | Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda |
| 1999 | ICDAR | Projection based Segmentation of Musical Sheets. | Simone Marinai, Paolo Nesi |
| 1997 | ICDAR | A Neural-Based Architecture for Spot-Noisy Logo Recognition. | Francesca Cesarini, Enrico Francesconi, Marco Gori, Simone Marinai, Jianqing Sheng, Giovanni Soda |
| 1997 | ICDAR | Rectangle Labelling for an Invoice Understanding System. | Francesca Cesarini, Enrico Francesconi, Marco Gori, Simone Marinai, Jianqing Sheng, Giovanni Soda |
| 1995 | DEXA | Data Extraction from Form Images | Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda |
| 1995 | ICDAR | A system for data extraction from forms of known class. | Francesca Cesarini, Marco Gori, Simone Marinai, Giovanni Soda |