Marco LeonardiPast member

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

Room 1038,  tel: 0266487893

Biography

Marco Leonardi is a Ph.D. student in Computer Science at DISCo (Department of Informatics, Systems and Communication) of the University of Milano-Bicocca, Italy. In 2018 and 2016, he obtained respectively his Master Degree and Bachelor Degree in Computer Science at DISCo focusing on Image Processing and Computer Vision tasks. The main topics of his current research concern image memorability and machine learning.

Publications

Journal Articles

2.

Composition and Style Attributes Guided Image Aesthetic Assessment
(Luigi Celona, Marco Leonardi, Paolo Napoletano, Alessandro Rozza) In IEEE Transactions on Image Processing, pp. 1-1, 2022.

Download BibTex Doi 

@article{celona2022comp,
 author = {Celona, Luigi and Leonardi, Marco and Napoletano, Paolo and Rozza, Alessandro},
 year = {2022},
 pages = {1-1},
 title = {Composition and Style Attributes Guided Image Aesthetic Assessment},
 journal = {IEEE Transactions on Image Processing},
 url = {https://doi.org/10.1109/TIP.2022.3191853},
 pdf = {https://arxiv.org/pdf/2111.04647.pdf},
 doi = {10.1109/TIP.2022.3191853}}
1.

No Reference, Opinion Unaware Image Quality Assessment by Anomaly Detection
(Marco Leonardi, Paolo Napoletano, Raimondo Schettini, Alessandro Rozza) In Sensors, volume 21, number 3, 2021.

Download BibTex Doi 

@article{leonardi-no-reference,
 author = {Leonardi, Marco and Napoletano, Paolo and Schettini, Raimondo and Rozza, Alessandro},
 year = {2021},
 title = {No Reference, Opinion Unaware Image Quality Assessment by Anomaly Detection},
 volume = {21},
 number = {3},
 journal = {Sensors},
 url = {https://www.mdpi.com/1424-8220/21/3/994},
 pdf = {/download/sensors-21-00994.pdf},
 doi = {10.3390/s21030994},
 issn = {1424-8220}}

Conference Papers

2.

Modeling image aesthetics through aesthetics-related attributes
(Marco Leonardi, Paolo Napoletano, Alessandro Rozza, Raimondo Schettini) In London Imaging Meeting, volume 2021, number 1, pp. 11-15, 2021.

BibTex Doi 

@inproceedings{leonardi2021modeling,
 author = {Leonardi, Marco and Napoletano, Paolo and Rozza, Alessandro and Schettini, Raimondo},
 year = {2021},
 pages = {11-15},
 title = {Modeling image aesthetics through aesthetics-related attributes},
 volume = {2021},
 number = {1},
 booktitle = {London Imaging Meeting},
 url = {https://www.ingentaconnect.com/content/ist/lim/2021/00002021/00000001/art00004},
 doi = {doi:10.2352/issn.2694-118X.2021.LIM-11},
 issn = {2694-118X}}
1.

Image Memorability using Diverse Visual Features and Soft Attention
(Marco Leonardi, Luigi Celona, Paolo Napoletano, Simone Bianco, Raimondo Schettini, Franco Manessi, Alessandro Rozza) In Image Analysis and Processing - ICIAP 2019, pp. 171-180, Springer, 2019.

BibTex Doi 

@inproceedings{leonardi2019imem,
 author = {Leonardi, Marco and Celona, Luigi and Napoletano, Paolo and Bianco, Simone and Schettini, Raimondo and Manessi, Franco and Rozza, Alessandro},
 year = {2019},
 pages = {171-180},
 title = {Image Memorability using Diverse Visual Features and Soft Attention},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science},
 isbn = {978-3-030-30645-8},
 booktitle = {Image Analysis and Processing - ICIAP 2019},
 doi = {10.1007/978-3-030-30645-8_16}}