Simone Marinai

Orcid: 0000-0002-6702-2277

According to our database1, Simone Marinai authored at least 84 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Datasets and annotations for layout analysis of scientific articles.
Int. J. Document Anal. Recognit., December, 2024

Editorial for special issue on "advanced topics in document analysis and recognition".
Int. J. Document Anal. Recognit., September, 2024

Structure Matters: Analyzing Videos Via Graph Neural Networks for Social Media Platform Attribution.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Automatic generation of scientific papers for data augmentation in document layout analysis.
Pattern Recognit. Lett., March, 2023

CTE: A Dataset for Contextualized Table Extraction.
Proceedings of the 19th The Conference on Information and Research science Connecting to Digital and Library science, 2023

Deep-learning for dysgraphia detection in children handwritings.
Proceedings of the ACM Symposium on Document Engineering 2023, 2023

2022
Data Augmentation on Graphs for Table Type Classification.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Doc2Graph: A Task Agnostic Document Understanding Framework Based on Graph Neural Networks.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021
Location of Simple Graphemes in Mediaeval Manuscripts based on Mask R-CNN.
Proceedings of the 17th Italian Research Conference on Digital Libraries, 2021

2020
Creating Accessible Online Floor Plans for Visually Impaired Readers.
ACM Trans. Access. Comput., 2020

Text alignment in early printed books combining deep learning and dynamic programming.
Pattern Recognit. Lett., 2020

Deep Learning for Historical Document Analysis and Recognition - A Survey.
J. Imaging, 2020

Recognition of Concordances for Indexing in Digital Libraries.
Proceedings of the Digital Libraries: The Era of Big Data and Data Science, 2020

2019
Deep neural networks for record counting in historical handwritten documents.
Pattern Recognit. Lett., 2019

Text Recognition and Classification in Floor Plan Images.
Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019

Line Recognition for Generating Accessible Line Plots.
Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019

2018
Offline Bengali Writer Verification by PDF-CNN and Siamese Net.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Object Detection in Floor Plan Images.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

Historical Handwritten Document Segmentation by Using a Weighted Loss.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

2017
Vehicle classification based on convolutional networks applied to FM-CW radar signals.
CoRR, 2017

Vehicle Classification Based on Convolutional Networks Applied to FMCW Radar Signals.
Proceedings of the Traffic Mining Applied to Police Activities, 2017

Text Line Extraction in Handwritten Historical Documents.
Proceedings of the Digital Libraries and Archives, 2017

Partitioning Open Plan Areas in Floor Plans.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

DocEmul: A Toolkit to Generate Structured Historical Documents.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2016
Record Counting in Historical Handwritten Documents with Convolutional Neural Networks.
CoRR, 2016

2015
Accessible On-Line Floor Plans.
Proceedings of the 24th International Conference on World Wide Web, 2015

Deepdocclassifier: Document classification with deep Convolutional Neural Network.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014
Page Similarity and Classification.
Proceedings of the Handbook of Document Image Processing and Recognition, 2014

Markov Logic Networks for Optical Chemical Structure Recognition.
J. Chem. Inf. Model., 2014

Generation of accessible graphics.
Proceedings of the 22nd Mediterranean Conference on Control and Automation, 2014

2013
Contextual word spotting in historical manuscripts using Markov logic networks.
Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing, 2013

Reflowing and annotating scientific papers on eBook readers.
Proceedings of the ACM Symposium on Document Engineering 2013, 2013

2012
Object recognition in floor plans by graphs of white connected components.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Displaying chemical structural formulae in ePub format.
Proceedings of the ACM Symposium on Document Engineering, 2012

2011
Digital Libraries and Document Image Retrieval Techniques: A Survey.
Proceedings of the Learning Structure and Schemas from Documents, 2011

Report from the AND 2009 working group on noisy text datasets.
Int. J. Document Anal. Recognit., 2011

Text retrieval from early printed books.
Int. J. Document Anal. Recognit., 2011

Using Earth Mover's Distance in the Bag-of-Visual-Words Model for Mathematical Symbol Retrieval.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Conversion of PDF Books in ePub Format.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Towards a faithful visualization of historical books on e-book readers.
Proceedings of the 2011 Workshop on Historical Document Imaging and Processing, 2011

2010
Mathematical Symbol Indexing for Digital Libraries.
Proceedings of the Digital Libraries - 6th Italian Research Conference, 2010

Bag of Characters and SOM Clustering for Script Recognition and Writer Identification.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Table of contents recognition for converting PDF documents in e-book formats.
Proceedings of the 2010 ACM Symposium on Document Engineering, 2010

2009
Nonlinear Embedded Map Projection for Dimensionality Reduction.
Proceedings of the Image Analysis and Processing, 2009

Mathematical Symbol Indexing Using Topologically Ordered Clusters of Shape Contexts.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Metadata Extraction from PDF Papers for Digital Library Ingest.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Mathematical Symbol Indexing.
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008
Self-Organizing Maps for Clustering in Document Image Analysis.
Proceedings of the Machine Learning in Document Analysis and Recognition, 2008

Introduction to Document Analysis and Recognition.
Proceedings of the Machine Learning in Document Analysis and Recognition, 2008

Embedded Map Projection for Dimensionality Reduction-Based Similarity Search.
Proceedings of the Structural, 2008

A Comparison of Clustering Methods for Word Image Indexing.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2007
Transformation invariant SOM clustering in Document Image Analysis.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Exploring Digital Libraries with Document Image Retrieval.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2007

2006
Font Adaptive Word Indexing of Modern Printed Documents.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Tree clustering for layout-based document image retrieval.
Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

Efficient Word Retrieval by Means of SOM Clustering and PCA.
Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

2005
Preface.
Pattern Recognit. Lett., 2005

Artificial Neural Networks for Document Analysis and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Layout based document image retrieval by means of XY tree reduction.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

2004
A General System for the Retrieval of Document Images from Digital Libraries.
Proceedings of the 1st International Workshop on Document Image Analysis for Libraries (DIAL 2004), 2004

2003
Edge-backpropagation for noisy logo recognition.
Pattern Recognit., 2003

Word retrieval in document images without OCR.
Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

Indexing and retrieval of words in old documents.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Using tree-grammars for training set expansion in page classification.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

2002
Trainable Table Location in Document Images.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Retrieval by Layout Similarity of Documents Represented with MXY Trees.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

2001
A serial combination of connectionist-based classifiers for OCR.
Int. J. Document Anal. Recognit., 2001

Automatic document classification and indexing in high-volume applications.
Int. J. Document Anal. Recognit., 2001

Encoding of Modified X-Y Trees for Document Classification.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Page Classification for Meta-data Extraction from Digital Collections.
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

1999
Projection based Segmentation of Musical Sheets.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Structured Document Segmentation and Representation by the Modified X-Y tree.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998
INFORMys: A Flexible Invoice-Like Form-Reader System.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

1997
Invoice Modeling based on a Sematic Network.
Proceedings of the Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1997

Rectangle Labelling for an Invoice Understanding System.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

A Neural-Based Architecture for Spot-Noisy Logo Recognition.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

Logo Recognition by Recursive Neural Networks.
Proceedings of the Graphics Recognition, 1997

Conceptual Modelling for Invoice Document Processing.
Proceedings of the Eighth International Workshop on Database and Expert Systems Applications, 1997

1995
Data Extraction from Partially Structured Documents.
Proceedings of the Atti del Terzo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 1995

A system for data extraction from forms of known class.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

A Hybrid System for Locating and Recognizing Low Level Graphic Items.
Proceedings of the Graphics Recognition, 1995

Data Extraction from Form Images
Proceedings of the Database and Expert Systems Applications, 1995

1994
Contours Location in a Visual Dimensional Verification System.
Proceedings of the 12st IASTED International Conference on Applied Informatics, 1994


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