Luigi CelonaPhd Student

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

Room 1038,  tel: +390264487893

Biography

Luigi Celona is currently a PhD student at DISCo (Department of Informatics, Systems and Communication) of the University of Milano-Bicocca, Italy. He obtained the BSc and the MSc degree in Computer Science respectively from the University of Messina, in 2011, and from the University of Milano-Bicocca, in 2014. His current research interests focus on image analysis and classification, machine learning and face analysis.

Publications

Journal Articles

2.

On the use of deep learning for blind image quality assessment
(Simone Bianco, Luigi Celona, Paolo Napoletano, Raimondo Schettini) In Signal, Image and Video Processing, volume 12, number 2, pp. 355-362, 2018.

@article{Bianco2018,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2018},
 month = {2},
 year = {2018},
 pages = {355-362},
 title = {On the use of deep learning for blind image quality assessment},
 volume = {12},
 number = {2},
 journal = {Signal, Image and Video Processing},
 url = {https://doi.org/10.1007/s11760-017-1166-8},
 pdf = {http://www.ivl.disco.unimib.it/wp-content/uploads/2016/09/DeepIQExtended.pdf},
 doi = {10.1007/s11760-017-1166-8},
 issn = {1863-1711},
 projectref = {http://www.ivl.disco.unimib.it/activities/deep-image-quality/}}
1.

Robust Smile Detection using Convolutional Neural Networks
(Simone Bianco, Luigi Celona, Raimondo Schettini) In Journal of Electronic Imaging, volume 25, number 6, pp. 063002, SPIE, 2016.

@article{bianco2016robust-smile,
 author = {Bianco, Simone and Celona, Luigi and Schettini, Raimondo},
 year = {2016},
 pages = {063002},
 title = {Robust Smile Detection using Convolutional Neural Networks},
 volume = {25},
 number = {6},
 publisher = {SPIE},
 journal = {Journal of Electronic Imaging},
 pdf = {/download/bianco2016robust-smile.pdf},
 doi = {10.1117/1.JEI.25.6.063002}}

Conference Papers

3.

Neonatal Facial Pain Assessment Combining Hand-Crafted and Deep Features
(Luigi Celona, Luca Manoni) In New Trends in Image Analysis and Processing -- ICIAP 2017: ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Catania, Italy, September 11-15, 2017, Revised Selected Papers, Cham, pp. 197-204, Springer International Publishing, 2017.

@inproceedings{celona2017Neonatal-Facial,
 author = {Celona, Luigi and Manoni, Luca},
 editor = {Battiato, Sebastiano and Farinella, Giovanni Maria and Leo, Marco and Gallo, Giovanni},
 year = {2017},
 pages = {197-204},
 title = {Neonatal Facial Pain Assessment Combining Hand-Crafted and Deep Features},
 publisher = {Springer International Publishing},
 address = {Cham},
 isbn = {978-3-319-70742-6},
 booktitle = {New Trends in Image Analysis and Processing -- ICIAP 2017: ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Catania, Italy, September 11-15, 2017, Revised Selected Papers},
 url = {https://doi.org/10.1007/978-3-319-70742-6_19},
 doi = {10.1007/978-3-319-70742-6_19}}
2.

Predicting Image Aesthetics with Deep Learning
(Simone Bianco, Luigi Celona, Paolo Napoletano, Raimondo Schettini) In Advanced Concepts for Intelligent Vision Systems: 17th International Conference (ACIVS 2016), volume 10016, pp. 117-125, Springer International Publishing, 2016.

@inproceedings{Bianco2016predicting-image,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2016},
 pages = {117-125},
 title = {Predicting Image Aesthetics with Deep Learning},
 volume = {10016},
 publisher = {Springer International Publishing},
 isbn = {978-3-319-48680-2},
 booktitle = {Advanced Concepts for Intelligent Vision Systems: 17th International Conference (ACIVS 2016)},
 pdf = {/download/Bianco2016predicting-image.pdf},
 doi = {10.1007/978-3-319-48680-2_11}}
1.

Training an object detector using only positive samples
(Emanuele Plebani, Luigi Celona, Danilo Pau, Pegah Karimi, Marco Marcon) In Consumer Electronics (CE WS), IEEE International Workshop on, pp. 1-4, 2015.

@inproceedings{plebani2015training,
 author = {Plebani, Emanuele and Celona, Luigi and Pau, Danilo and Karimi, Pegah and Marcon, Marco},
 year = {2015},
 pages = {1-4},
 title = {Training an object detector using only positive samples},
 organization = {IEEE},
 booktitle = {Consumer Electronics (CE WS), IEEE International Workshop on},
 doi = {10.1109/CEWS.2015.7867139}}