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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>
<title>Marco Vanetti personal site</title>
<link rel='stylesheet' href='css/style.css' type='text/css'/>
<script type="text/javascript" src="js/script.js"></script>
<meta name="google-site-verification" content="0jkhf3LluufAaF56HPzXQGM43aJNbLB5brySxiKJa-Y"/>
</head>
<body>
<h1>Marco Vanetti, Ph.D. - Home Page</h1>
<div class="heading">
<img id="picture" src="img/mv.jpg" alt="Marco Vanetti"/>
<div class="contacts">
<ul>
<li class="bsp20">
<span>Contact:</span>
<a class="liamedih"
href="write-to:"Marco Vanetti" <marco-dot-vanetti-at-gmail-dot-com>">
marco dot vanetti at gmail dot com</a>
</li>
<li class="bsp10">
<span>My profile on</span>
</li>
<li class="profile">
<img src="img/linkedin-icon.png"/>
<a target="_blank" href="https://www.linkedin.com/in/marcovanetti/">LinkedIn</a>
</li>
<li class="profile">
<img src="img/google-icon.png"/>
<a target="_blank" href="https://scholar.google.com/citations?user=irIz7VkAAAAJ">Google Scholar</a>
</li>
</ul>
</div>
</div>
<div class="part">
<h2>Current Position</h2>
<ul>
<li>
<b>
<time datetime="2019">2019</time>
<time> – Present</time>
</b>
<span>: Co-founder & CEO, <a href="https://www.forge.srl" target="_blank">Forge Srl.</a></span>
</li>
</ul>
</div>
<div class="part">
<h2>Past Positions</h2>
<ul>
<li>
<time datetime="2009">2009</time>
<time datetime="2018"> - 2018</time>
<span>: Research & Development <a href="https://www.7pixel.it" target="_blank">7Pixel Srl.</a></span>
</li>
<li>
<time datetime="2010">2010</time>
<time datetime="2013"> - 2013</time>
<span>: Member of the <a href="http://artelab.dista.uninsubria.it" target="_blank">ArTe-Lab</a>
Research Laboratory. Dipartimento di Scienze Teoriche e Applicate, University of Insubria,
Varese (Italy).
</span>
</li>
<li>
<time datetime="2010">2010</time>
<time datetime="2012"> – 2012</time>
<span>: Ph.D. Student in Computer Science, University of Insubria.</span>
</li>
</ul>
</div>
<div class="part">
<h2>Research Interests</h2>
<ul>
<li>Software Engineering</li>
<li>Artificial Intelligence</li>
<li>Machine Vision</li>
</ul>
</div>
<div class="part">
<h2>Resources</h2>
<ul>
<li><a href="files/Mosaic-5.zip">Mosaic-5</a> a dataset to evaluate texture segmentation
algorithms
</li>
<li><a href="pages/wmsnsec/">WmSnSec dataset</a> (messages from social network)</li>
<li>An <a href="pages/cfmatrix/">online confusion matrix calculator</a></li>
<li>Source code and binaries of <a href="pages/stereosom/">StereoSOM</a>, an open source
implementation of my MS Thesis
</li>
<li>My <a href="files/2009-ms-vanetti.pdf">MS Thesis</a> on a Stereo Matching
algorithm based on Self-Organizing Neural Networks
</li>
<li>My Ph.D. Minor Thesis: "<a href="files/2011-phd-vanetti.pdf">Content-based Filtering in On-line Social
Networks</a>"
</li>
<li>My Ph.D. Major Thesis: "<a href="files/2013-phd-vanetti.pdf">Unsupervised Feature Learning using
Self-Organizing Maps</a>"
</li>
</ul>
</div>
<div class="part">
<h2>Publications</h2>
<ul>
<h3>2013</h3>
<li class="bsp">
<a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>, Marco Vanetti, <a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>
<br/>
<b><em>Visual Attribute Extraction Using Human Pose Estimation</em></b>
<br/>
In Proceedings of the 6th Iberian Conference on Pattern Recognition and Image Analysis
(IbPRIA2013), Madeira, Portugal, 2013.
<br/>
[<a target="_blank" href="http://dx.doi.org/10.1007/978-3-642-38628-2_41">DOI</a>]
[<a target="_blank" href="files/2013-ibpria-nodari.bib">BibTex</a>]
[<a target="_blank" href="files/2013-ibpria-nodari.pdf">Pdf</a>]
</li>
<li class="bsp">
<a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>, Marco Vanetti, <a class="hidden" target="_blank" href="https://scholar.google.it/citations?user=OSClOckAAAAJ">Simone Albertini</a>, <a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>
<br/>
<b><em>Multi-net System Configuration for Visual Object Segmentation by Error Backpropagation</em></b>
<br/>
In Proceedings of the 6th Iberian Conference on Pattern Recognition and Image
Analysis (IbPRIA2013), Madeira, Portugal, 2013.
<br/>
[<a target="_blank" href="http://dx.doi.org/10.1007/978-3-642-38628-2_55">DOI</a>]
[<a target="_blank" href="files/2013-ibpria-gallo.bib">BibTex</a>]
[<a target="_blank" href="files/2013-ibpria-gallo.pdf">Pdf</a>]
</li>
<li class="bsp">
Marco Vanetti, <a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>, <a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>
<br/>
<b><em>Unsupervised Feature Learning using Self-Organizing Maps</em></b>
<br/>
In Proceedings of the 8th International Conference on Computer Vision Theory and Applications
(VISAPP2013), Barcelona, Spain, 2013.
<br/>
[<a target="_blank" href="files/2013-visapp.bib">BibTex</a>]
</li>
<li class="bsp">
Marco Vanetti, <a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>, <a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>
<br/>
<b><em>GAS Meter Reading from Real World Images using a Multi-net System</em></b>
<br/>
In Pattern Recognition Letters, 2013.
<br/>
[<a target="_blank" href="http://www.sciencedirect.com/science/article/pii/S0167865512003832">DOI</a>]
[<a target="_blank" href="files/2013-prl.bib">BibTex</a>]
</li>
<li class="bsp">
Marco Vanetti, <a class="hidden" target="_blank" href="https://ebinaghi.wixsite.com/ebinaghi">Elisabetta Binaghi</a>, <a class="hidden" target="_blank" href="http://dawsec.dicom.uninsubria.it/elena.ferrari/">Elena Ferrari</a>, <a class="hidden" target="_blank" href="http://dawsec.dicom.uninsubria.it/barbara.carminati/">Barbara Carminati</a>, <a class="hidden" target="_blank" href="https://scholar.google.com/citations?user=7N-EW8oAAAAJ">Moreno Carullo</a>
<br/>
<b><em>A System to Filter Unwanted Messages from OSN User Walls</em></b>
<br/>
In IEEE Transactions on Knowledge and Data Engineering (TKDE), 2013.
<br/>
[<a target="_blank" href="http://www.computer.org/csdl/trans/tk/2013/02/ttk2013020285-abs.html">DOI</a>]
[<a target="_blank" href="files/2013-tkde.bib">BibTex</a>]
[<a target="_blank" href="files/2013-tkde.pdf">Pdf</a>]
</li>
<h3>2012</h3>
<li class="bsp">
<a class="hidden" target="_blank" href="https://scholar.google.com/citations?user=zMIT03kAAAAJ">Alessandro Zamberletti</a>, <a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>, <a class="hidden" target="_blank" href="https://scholar.google.it/citations?user=OSClOckAAAAJ">Simone Albertini</a>, Marco Vanetti, <a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>
<br/>
<b><em>Classification of Segmented Objects through a Multi-Net Approach</em></b>
<br/>
In The 5th INNS IAPR TC3 GIRPR International Workshop on Artificial Neural Networks in Pattern
Recognition (ANNPR2012), Trento, Italy, 2012.
<br/>
[<a target="_blank" href="http://dx.doi.org/10.1007/978-3-642-33212-8_14">DOI</a>]
[<a target="_blank" href="files/2012-annpr.bib">BibTex</a>]
[<a target="_blank" href="files/2012-annpr.pdf">Pdf</a>]
</li>
<li class="bsp">
<a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>, <a class="hidden" target="_blank" href="https://scholar.google.com/citations?user=zMIT03kAAAAJ">Alessandro Zamberletti</a>, <a class="hidden" target="_blank" href="https://scholar.google.it/citations?user=OSClOckAAAAJ">Simone Albertini</a>, <a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>, Marco Vanetti
<br/>
<b><em>Fast Tree Leaf Images Retrieval using a Probabilistic Multi-class Support Vector Machine</em></b>
<br/>
In Proceedings of the 3rd International Conference on Multilingual and Multimodal
<br/>
Information Access Evaluation (CLEF2012), Rome, Italy, 2012.
<br/>
[<a target="_blank" href="files/2012-clef.bib">BibTex</a>]
[<a target="_blank" href="files/2012-clef.pdf">Pdf</a>]
</li>
<li class="bsp">
<a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>, Marco Vanetti, <a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>
<br/>
<b><em>Digital Privacy Replacing Pedestrians from Google Street View Images</em></b>
<br/>
In Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012), Tsukuba,
Japan, 2012.
<br/>
[<a target="_blank" href="http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=6460769">DOI</a>]
[<a target="_blank" href="files/2012-icpr.bib">BibTex</a>]
[<a target="_blank" href="files/2012-icpr.pdf">Pdf</a>]
</li>
<li class="bsp">
Marco Vanetti, <a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>, <a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>
<br/>
<b><em>Unsupervised Self-Organizing Texture Descriptor</em></b>
<br/>
In Proceedings of Computational Modeling of Objects Presented in Images: Fundamentals, Methods and
Applications
(CompIMAGE2012), Rome, Italy, 2012.
<br/>
[<a target="_blank" href="http://www.crcpress.com/product/isbn/9780415621342">DOI</a>]
[<a target="_blank" href="files/2012-compimage-vanetti.bib">BibTex</a>]
[<a target="_blank" href="files/2012-compimage-vanetti.pdf">Pdf</a>]
</li>
<li class="bsp">
<a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>, <a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>, Marco Vanetti
<b><em>Automatic Visual Attributes Extraction from Web Offers Images</em></b>
<br/>
In Proceedings of Computational Modeling of Objects Presented in Images: Fundamentals, Methods and
Applications
(CompIMAGE2012), Rome, Italy, 2012.
<br/>
[<a target="_blank" href="http://www.crcpress.com/product/isbn/9780415621342">DOI</a>]
[<a target="_blank" href="files/2012-compimage-nodari.bib">BibTex</a>]
[<a target="_blank" href="files/2012-compimage-nodari.pdf">Pdf</a>]
</li>
<li class="bsp">
<a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>, Matteo Ghiringhelli, <a class="hidden" target="_blank" href="https://scholar.google.com/citations?user=zMIT03kAAAAJ">Alessandro Zamberletti</a>, <a class="hidden" target="_blank" href="https://scholar.google.it/citations?user=OSClOckAAAAJ">Simone Albertini</a>, Marco Vanetti, <a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>
<br/>
<b><em>A mobile visual search application for content based image retrieval in the fashion domain</em></b>
<br/>
In The International Workshop on Content-based Multimedia Indexing (CBMI2012), Annency, France, 2012.
<br/>
[<a target="_blank" href="http://dx.doi.org/10.1109/CBMI.2012.6269838">DOI</a>]
[<a target="_blank" href="files/2012-cbmi.bib">BibTex</a>]
[<a target="_blank" href="files/2012-cbmi.pdf">Pdf</a>]
</li>
<li class="bsp">
<a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>, <a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>, Marco Vanetti, <a class="hidden" target="_blank" href="https://scholar.google.it/citations?user=OSClOckAAAAJ">Simone Albertini</a>
<br/>
<b><em>Color and Texture Indexing using an Object Segmentation Approach</em></b>
<br/>
In EANN/AIAI Special Issue of the Engineering Intelligent Systems Journal, 2012.
<br/>
[<a target="_blank" href="files/2012-eann.bib">BibTex</a>]
[<a target="_blank" href="files/2012-eann.pdf">Pdf</a>]
</li>
<li class="bsp">
<a class="hidden" target="_blank" href="https://scholar.google.it/citations?user=OSClOckAAAAJ">Simone Albertini</a>, <a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>, Marco Vanetti, <a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>
<br/>
<b><em>Learning Object Segmentation using a Multi Network Segment Classification Approach</em></b>
<br/>
In Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP2012),
Rome, Italy, 2012.
<br/>
[<a target="_blank" href="files/2012-visapp.bib">BibTex</a>]
[<a target="_blank" href="files/2012-visapp.pdf">Pdf</a>]
</li>
<h3>2011</h3>
<li class="bsp">
<a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>, <a class="hidden" target="_blank" href="https://www.linkedin.com/in/angelonodari/">Angelo Nodari</a>, Marco Vanetti
<br/>
<b><em>Object Segmentation using Multiple Neural Networks for Commercial Offers Visual Search</em></b>
<br/>
In Proceedings of the Engineering Applications of Neural Networks Conference (EANN2011), pages 209-218,
Corfu, Greece, 2011.
<br/>
[<a target="_blank" href="http://link.springer.com/chapter/10.1007%2F978-3-642-23957-1_24">DOI</a>]
[<a target="_blank" href="files/2011-eann.bib">BibTex</a>]
[<a target="_blank" href="files/2011-eann.pdf">Pdf</a>]
</li>
<h3>2010</h3>
<li class="bsp">
Marco Vanetti, <a class="hidden" target="_blank" href="https://ebinaghi.wixsite.com/ebinaghi">Elisabetta Binaghi</a>, <a class="hidden" target="_blank" href="http://dawsec.dicom.uninsubria.it/barbara.carminati/">Barbara Carminati</a>, <a class="hidden" target="_blank" href="https://scholar.google.com/citations?user=7N-EW8oAAAAJ">Moreno Carullo</a>, <a class="hidden" target="_blank" href="http://dawsec.dicom.uninsubria.it/elena.ferrari/">Elena Ferrari</a>
<br/>
<b><em>Content-based Filtering in On-line Social Networks</em></b>
<br/>
In The International ECML/PKDD Workshop on Privacy and Security Issues in Data Mining and Machine Learning
(PSDML2010), pages 127-140, Barcelona, Spain, 2010.
<br/>
[<a target="_blank" href="http://link.springer.com/chapter/10.1007%2F978-3-642-19896-0_11">DOI</a>]
[<a target="_blank" href="files/2010-ecml.bib">BibTex</a>]
[<a target="_blank" href="files/2010-ecml.pdf">Pdf</a>]
</li>
<li class="bsp">
Marco Vanetti, <a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>, <a class="hidden" target="_blank" href="https://ebinaghi.wixsite.com/ebinaghi">Elisabetta Binaghi</a>, <a class="hidden" target="_blank" href="https://intelligentimaging.ucsf.edu/people/valentina-pedoia-phd">Valentina Pedoia</a>, <a class="hidden" target="_blank" href="https://www.uninsubria.it/hpp/mario.raspanti">Mario Raspanti</a>
<br/>
<b><em>3D Reconstruction of SEM Micrographs by Symmetrical Self-Organizing Neural Networks</em></b>
<br/>
In Abstract Book of XXI International Symposium on Morphological Sciences, pages 71, Taormina, Italy, 2010.
<br/>
</li>
<h3>2009</h3>
<li class="bsp">
Marco Vanetti, <a class="hidden" target="_blank" href="http://www.dicom.uninsubria.it/~ignazio.gallo/">Ignazio Gallo</a>, <a class="hidden" target="_blank" href="https://ebinaghi.wixsite.com/ebinaghi">Elisabetta Binaghi</a>
<br/>
<b><em>Dense Two-Frame Stereo Correspondence by Self-organizing Neural Network</em></b>
<br/>
In Proceedings of the IAPR International Conference on Image Analysis and Processing (ICIAP2009),
pages 1035-1042, Vietri sul Mare, Italy, 2009.
<br/>
[<a target="_blank" href="http://link.springer.com/chapter/10.1007%2F978-3-642-04146-4_110">DOI</a>]
[<a target="_blank" href="files/2009-iciap.bib">BibTex</a>]
[<a target="_blank" href="files/2009-iciap.pdf">Pdf</a>]
</li>
</ul>
</div>
</body>
</html>