Ignazio Gallo, Assistant Professor - Home Page


5, Via Mazzini
21100, Varese
Phone: +39-0332-218988
Fax: +39-0332-218919
ignazio dot gallo at uninsubria dot it, Google Scholar, Academic, ResearchGate
Current Position
- Ignazio Gallo is Assistant Professor at DiSTA, University of Insubria.
- Member of the ArTe-Lab Research Laboratory.
Research Interests
- Image Processing, Pattern Recognition, Neural Computing, Computer Vision
- Information Extraction and Text Mining
Teaching experience
- Language Laboratory
- Software Design Laboratory
- Software Design Techniques
- Intelligent Systems 2
Publications
2017
- Semantic Text Encoding for Text Classification using Convolutional Neural Networks
Ignazio Gallo,Shah Nawaz and Alessandro Calefati 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR2017), Kyoto, Japan, 2017.
[pdf][bibtex][dataset] [demo] - Multimodal Classification Fusion in Real-World Scenarios
Ignazio Gallo,Alessandro Calefati and Shah Nawaz 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR2017), Kyoto, Japan, 2017.
[pdf][bibtex][dataset]
2016
- Query and Product Suggestion for Price Comparison Search Engines Based on Query-product Click-through Bipartite Graphs
Lucia Noce , Ignazio Galloand Alessandro ZamberlettiInternational Conference on Web Information Systems and Technologies (WEBIST 2015), Rome, Italy, 2016.
[pdf][bibtex] - Using Convolutional Neural Networks for Content Extraction from Online Flyers
Alessandro Calefati , Ignazio Gallo, Alessandro Zamberlettiand Lucia Noce Proceedings of the 16th ACM Symposium on Document Engineering (DocEng 2016), Wien, Austria, 2016.
[pdf][bibtex][dataset] - Fairs for e-commerce: the benefits of aggregating buyers and sellers
Pierluigi Gallo ,Francesco Randazzo and Ignazio GalloArXiv e-prints, 2016.
[pdf][bibtex] - Deep Neural Networks for Page Stream Segmentation and Classification
Ignazio Gallo,Lucia Noce , Alessandro Zamberlettiand Alessandro Calefati Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA), Gold Coast, Australia, 2016.
[pdf][bibtex] - Embedded Textual Content for Document Image Classification with Convolutional Neural Networks
Lucia Noce , Ignazio Gallo, Alessandro Zamberlettiand Alessandro Calefati Proceedings of the 16th ACM Symposium on Document Engineering (DocEng 2016), Wien, Austria, 2016.
[pdf][bibtex]
2015
- Neural 1D Barcode Detection Using the Hough Transform
Alessandro Zamberletti, Ignazio Gallo, Simone Albertiniand Lucia Noce IPSJ Transactions on Computer Vision and Applications, 2015.
[pdf][bibtex] - Combining Textual and Visual Features to Identify Anomalous User-generated Content
Lucia Noce , Ignazio Galloand Alessandro Zamberletti16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2015), Cairo, Egypt, 2015.
[pdf][bibtex] [poster] - Augmented Text Character Proposals and Convolutional Neural Networks for Text Spotting from Scene Images
Alessandro Zamberletti, Ignazio Galloand Lucia Noce Asian Conference on Pattern Recognition (ACPR 2015), Kuala Lumpur, Malaysia, 2015.
[pdf][bibtex] [poster] - Robust Angle Invariant GAS meter reading
Ignazio Gallo, Alessandro Zamberlettiand Lucia Noce International Conference on Digital Image Computing: Techniques and Applications (DICTA 2015), Adelaide, Australia , 2015.
[pdf][bibtex] [poster] [demo] - Content Extraction from Marketing Flyers
Ignazio Gallo, Alessandro Zamberlettiand Lucia Noce Computer Analysis of Images and Patterns (CAIP 2015), Valetta, Malta, 2015.
[pdf][bibtex] [poster]
2014
- Text Localization based on Fast Feature Pyramids and Multi-resolution Maximally Stable Extremal Regions
Alessandro Zamberletti,Lucia Noce and Ignazio Gallo1st International Workshop on Robust Reading (IWRR 2014, in conjunction with ACCV 2014), Singapore, 2014.
[pdf][bibtex] - Unsupervised feature learning for sentiment classification of short documents
Simone Albertini, Alessandro Zamberlettiand Ignazio GalloJournal for Language Technology and Computational Linguistics (JLCL), 2014.
[pdf][bibtex] - Automatic Prediction of Future Business Conditions
Lucia Noce , Alessandro Zamberletti, Ignazio Gallo, Gabriele Piccoliand Joaquin Alfredo Rodriguez 9th International Conference on Natural Language Processing (PolTAL 2014), Warsaw, Poland, 2014.
[pdf][bibtex][dataset] - Interactive Object Class Segmentation for Mobile Devices
Ignazio Gallo, Alessandro Zamberlettiand Lucia Noce 27th Conference on Graphics, Patterns and Images (SIBGRAPI 2014), Rio de Janeiro, Brazil, 2014.
[pdf][bibtex] - High Entropy Ensembles for Holistic Figure-ground Segmentation
Ignazio Gallo, Alessandro Zamberletti, Simone Albertiniand Lucia Noce 25th British Machine Vision Conference (BMVC 2014), Nottingham, UK, 2014.
[pdf][bibtex] [poster]
2013
- GAS Meter Reading from Real World Images using a Multi-net System
Marco Vanetti, Ignazio Galloand Angelo NodariPattern Recognition Letters, 2013.
[doi] - Unsupervised Feature Learning using Self-Organizing Maps
Marco Vanetti, Ignazio Galloand Angelo NodariProceedings of the 8th International Conference on Computer Vision Theory and Applications (VISAPP2013), pages 209-218, Barcelona, Spain, 2013.
[bibtex] - Sparse unsupervised feature learning for sentiment classification of short documents
Simone Albertini, Alessandro Zamberlettiand Ignazio GalloThe 2nd workshop on Practice and Theory of Opinion mining and Sentiment analysis (PATHOS2013), in GSCL, Darmstadt, Germany, 2013.
[pdf] [slides] - Multi-net System Configuration for Visual Object Segmentation by Error Backpropagation
Ignazio Gallo, Marco Vanetti, Simone Albertiniand Angelo NodariProceedings of the 6th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2013), Madeira, Portugal, 2013.
[pdf][doi][bibtex] - Robust Angle Invariant 1D Barcode Detection
Alessandro Zamberletti, Ignazio Galloand Simone AlbertiniProceedings of the 2nd Asian Conference on Pattern Recognition (ACPR2013), Okinawa, Japan, 2013.
[pdf][bibtex][dataset] [poster] [demo] [code] - Visual Attribute Extraction Using Human Pose Estimation
Angelo Nodari, Marco Vanettiand Ignazio GalloProceedings of the 6th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2013), Madeira, Portugal, 2013.
[pdf][doi][bibtex]
2012
- A mobile visual search application for content based image retrieval in the fashion domain
Angelo Nodari,Matteo Ghiringhelli , Alessandro Zamberletti, Simone Albertini, Marco Vanettiand Ignazio GalloThe International Workshop on Content-based Multimedia Indexing (CBMI2012), Annency, France, 2012.
[pdf][bibtex] - Color and Texture Indexing using an Object Segmentation Approach
Angelo Nodari, Ignazio Gallo, Marco Vanettiand Simone AlbertiniEANN/AIAI Special Issue of the Engineering Intelligent Systems Journal, 2012.
[pdf] - Automatic Visual Attributes Extraction from Web Offers Images
Angelo Nodari, Ignazio Galloand Marco VanettiProceedings of Computational Modeling of Objects Presented in Images: Fundamentals, Methods and Applications (CompIMAGE2012), Rome, Italy, 2012.
[pdf][bibtex] - Learning Object Segmentation using a Multi Network Segment Classification Approach
Simone Albertini, Ignazio Gallo, Marco Vanettiand Angelo NodariProceedings of the International Conference on Computer Vision Theory and Applications (VISAPP2012), Rome, Italy, 2012.
[pdf][bibtex][dataset] [slides] - Classification of Segmented Objects through a Multi-Net Approach
Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Marco Vanettiand Angelo NodariThe 5th INNS IAPR TC3 GIRPR International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR2012), Trento, Italy, 2012.
[pdf][bibtex] - Unsupervised Self-Organizing Texture Descriptor
Marco Vanetti, Ignazio Galloand Angelo NodariProceedings of Computational Modeling of Objects Presented in Images: Fundamentals, Methods and Applications (CompIMAGE2012), Rome, Italy, 2012.
[pdf] - A new query suggestion algorithm for taxonomy-based search engines
Roberto Zanon , Simone Albertini, Moreno Carulloand Ignazio GalloProceedings of the International Conference on Knowledge Discovery and information Retrieval (KDIR2012), Barcelona, Spain, 2012.
[pdf][bibtex] [slides] - Fast Tree Leaf Images Retrieval using a Probabilistic Multi-class Support Vector Machine
Ignazio Gallo, Alessandro Zamberletti, Simone Albertini, Angelo Nodariand Marco VanettiProceedings of the 3rd International Conference on Multilingual and Multimodal Information Access Evaluation (CLEF2012), Rome, Italy, 2012.
[pdf][bibtex] - Digital Privacy Replacing Pedestrians from Google Street View Images
Angelo Nodari, Marco Vanettiand Ignazio GalloProceedings of the 21st International Conference on Pattern Recognition (ICPR2012), Tsukuba, Japan, 2012.
[pdf]
2011
- Neural Image Restoration For Decoding 1-D Barcodes Using Common Camera Phones
Alessandro Zamberletti, Ignazio Gallo, Moreno Carulloand Elisabetta BinaghiComputer Vision, Imaging and Computer Graphics. Theory and Applications, Springer Berlin Heidelberg, 2011.
[pdf][bibtex][project][dataset] [demo] - Learning Object Detection using Multiple Neural Netwoks
Ignazio Galloand Angelo NodariProceedings of the International Conference on Computer Vision Theory and Applications (VISAPP2011), Algarve, Portugal, 2011.
[pdf] - Object Segmentation using Multiple Neural Networks for Commercial Offers Visual Search
Ignazio Gallo, Angelo Nodariand Marco VanettiProceedings of the Engineering Applications of Neural Networks Conference (EANN2011), pages 209-218, Corfu, Greece, 2011.
[pdf][doi][bibtex][dataset] - A Multi-Neural Network Approach to Image Detection and Segmentation of Gas Meter Counter
Angelo Nodariand Ignazio GalloProceedings of the Conference on Machine Vision Applications (MVA2011), 2011.
[pdf][dataset]
2010
- An Improvement of Shape Context Algorithm in Image Retrieval: Key Sample Point Selection
Angelo Nodari, Elisabetta Binaghi, Moreno Carulloand Ignazio GalloProceedings of the Signal Procesing, Pattern Recognition and Applications (SPPRA2010), Innsbruck, Austria, 2010. - Neural Image Restoration For Decoding 1-D Barcodes Using Common Camera Phones
Alessandro Zamberletti, Ignazio Gallo, Moreno Carulloand Elisabetta BinaghiProceedings of the International Conference on Computer Vision Theory and Applications (VISAPP2010), Angers, France, 2010.
[pdf][project][dataset] [demo]
2009
- Soft Categorization and Annotation of Images With Radial Basis Function Networks
Moreno Carullo, Elisabetta Binaghiand Ignazio GalloProceedings of the International Conference on Computer Vision Theory and Applications (VISAPP2009), Lisboa, Portugal, 2009.
[pdf] - An Online Document Clustering Technique for Short Web Contents
Moreno Carullo, Elisabetta Binaghiand Ignazio GalloPattern Recognition Letters, Volume 30, Issue 10, pages 870-876, 2009.
2008
- Text categorization of commercial web pages
Elisabetta Binaghi, Moreno Carullo, Ignazio Galloand Massimiliano Madaio Proceedings of the IASTED Conference on Artificial Intelligence and Applications (AIA2008), pages 7-11, Innsbruck, Austria, 2008.
[pdf] - Clustering of Short Commercial Documents for the Web
Moreno Carullo, Elisabetta Binaghi, Ignazio Galloand Nicola Lamberti Proceedings of the 19th International Conference on Pattern Recognition (ICPR2008), Tampa, Florida, 2008.
[pdf] - Named Entity Recognition by Neural Sliding Window
Ignazio Gallo, Elisabetta Binaghi, Moreno Carulloand Nicola Lamberti The 8th IAPR Workshop on Document Analysis Systems (DAS2008), pages 567-573, Nara, Japan, 2008.
[pdf]
2007
- Information Extraction and Classification from Free Text Using a Neural Approach
Ignazio Galloand Elisabetta BinaghiProceedings of the 12th Iberoamerican Congress on Pattern Recognition (CIARP2007), pages 911-929, Vina del Mar - Valparaiso, Chile, 2007.
[pdf]