Davide MazziniPhd Student

DISCo (Department of Informatics, Systems and Communication)
University of Milan-Bicocca
Viale Sarca 336, Building U14

Room 1038,  tel: +390264487893

Biography

Davide Mazzini obtained the BSc and the MSc degree in Computer Science from the University of Milano-Bicocca, Italy, respectively in 2010 and 2013. In 2013 he did an internship at STMicroelectronics (Agrate Brianza) and worked as a freelance consultant at VisioSafe (EPFL Spin-off) in Lausanne. He is currently a PhD student working on computer vision. The main topics of his current research concern objects and scene recognition and machine learning.

Publications

Patents

1.

Image retrieval system with disambiguation methods based on color descriptors
(Danilo Pietro Pau, Davide Mazzini, Raimondo Schettini, Simone Bianco) filed in 2013.

@patent{pau2013image-retrieval,
 author = {Pau, Danilo Pietro and Mazzini, Davide and Schettini, Raimondo and Bianco, Simone},
 title = {Image retrieval system with disambiguation methods based on color descriptors},
 yearfiled = {2013}}

Journal Articles

2.

Deep learning for logo recognition
(Simone Bianco, Marco Buzzelli, Davide Mazzini, Raimondo Schettini) In Neurocomputing, volume 245, pp. 23-30, 2017.

@article{bianco2017deep,
 author = {Bianco, Simone and Buzzelli, Marco and Mazzini, Davide and Schettini, Raimondo},
 year = {2017},
 pages = {23-30},
 title = {Deep learning for logo recognition},
 volume = {245},
 journal = {Neurocomputing},
 pdf = {/download/bianco2017deep.pdf},
 doi = {10.1016/j.neucom.2017.03.051},
 issn = {0925-2312},
 projectref = {http://www.ivl.disco.unimib.it/activities/logo-recognition/}}
1.

Local Detectors and Compact Descriptors for Visual Search: a Quantitative Comparison
(Simone Bianco, Davide Mazzini, Danilo Pietro Pau, Raimondo Schettini) In Digital Signal Processing, volume 44, pp. 1-13, Elsevier, 2015.

@article{bianco2015local-detectors,
 author = {Bianco, Simone and Mazzini, Davide and Pau, Danilo Pietro and Schettini, Raimondo},
 year = {2015},
 pages = {1-13},
 title = {Local Detectors and Compact Descriptors for Visual Search: a Quantitative Comparison},
 volume = {44},
 publisher = {Elsevier},
 journal = {Digital Signal Processing},
 pdf = {/download/bianco2015local-detectors.pdf},
 doi = {10.1016/j.dsp.2015.06.001},
 projectref = {http://www.ivl.disco.unimib.it/activities/local-detectors/}}

Conference Papers

3.

Deep Multibranch Neural Network for Painting Categorization
(Simone Bianco, Davide Mazzini, Raimondo Schettini) In Image Analysis and Processing - ICIAP 2017, volume 10484 of Lecture Notes in Computer Science, pp. 414-423, Springer, 2017.

@inproceedings{bianco2017deepMultibranch,
 author = {Bianco, Simone and Mazzini, Davide and Schettini, Raimondo},
 year = {2017},
 pages = {414-423},
 title = {Deep Multibranch Neural Network for Painting Categorization},
 volume = {10484},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science},
 booktitle = {Image Analysis and Processing - ICIAP 2017},
 doi = {10.1007/978-3-319-68560-1_37}}
2.

Logo Recognition Using CNN Features
(Simone Bianco, Marco Buzzelli, Davide Mazzini, Raimondo Schettini) In 18th International Conference on Image Analysis and Processing (ICIAP 2015), pp. 438-448, 2015.

@inproceedings{bianco2015logo-recognition,
 author = {Bianco, Simone and Buzzelli, Marco and Mazzini, Davide and Schettini, Raimondo},
 year = {2015},
 pages = {438-448},
 title = {Logo Recognition Using CNN Features},
 booktitle = {18th International Conference on Image Analysis and Processing (ICIAP 2015)}}
1.

Quantitative Review of Local Descriptors for Visual Search
(Simone Bianco, Davide Mazzini, Danilo Pietro Pau, Raimondo Schettini) In IEEE International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 98-102, 2013.

@inproceedings{bianco2013quantitative-review,
 author = {Bianco, Simone and Mazzini, Davide and Pau, Danilo Pietro and Schettini, Raimondo},
 year = {2013},
 pages = {98-102},
 title = {Quantitative Review of Local Descriptors for Visual Search},
 booktitle = {IEEE International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2013.6697972},
 projectref = {http://www.ivl.disco.unimib.it/research/supermarketMilan/index.html}}