Davide Marelli is a Ph.D. student at the Department of Informatics, Systems and Communication (DISCo) of the University of Milano-Bicocca. He obtained his Bachelor Degree and Master Degree in Computer Science at University of Milano-Bicocca, respectively in 2015 and 2018. He is currently working on 3D reconstruction from images.
Publications
Journal Articles
7.
ENRICH: multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry (Davide Marelli, Luca Morelli, Elisa Mariarosaria Farella, Simone Bianco, Gianluigi Ciocca, Fabio Remondino)
In ISPRS Journal of Photogrammetry and Remote Sensing, volume 198, pp. 84-98, 2023.
@article{enrich2023, author = {Marelli, Davide and Morelli, Luca and Farella, Elisa Mariarosaria and Bianco, Simone and Ciocca, Gianluigi and Remondino, Fabio}, year = {2023}, pages = {84-98}, title = {ENRICH: multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry}, volume = {198}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, doi = {https://doi.org/10.1016/j.isprsjprs.2023.03.002}, projectref = {https://github.com/davidemarelli/ENRICH}}
@article{amaru2023dalib, author = {AmarĂ¹, Sofia and Marelli, Davide and Ciocca, Gianluigi and Schettini, Raimondo}, year = {2023}, title = {DALib: A Curated Repository of Libraries for Data Augmentation in Computer Vision}, volume = {9}, number = {10}, journal = {Journal of Imaging}, url = {https://www.mdpi.com/2313-433X/9/10/232}, doi = {10.3390/jimaging9100232}, projectref = {http://www.ivl.disco.unimib.it/activities/dalib/}}
5.
SfM Flow: A comprehensive toolset for the evaluation of 3D reconstruction pipelines (Davide Marelli, Simone Bianco, Gianluigi Ciocca)
In SoftwareX, volume 17, pp. 100931, 2022.
@article{marelli2022sfmflow, author = {Marelli, Davide and Bianco, Simone and Ciocca, Gianluigi}, year = {2022}, pages = {100931}, title = {SfM Flow: A comprehensive toolset for the evaluation of 3D reconstruction pipelines}, volume = {17}, journal = {SoftwareX}, pdf = {https://www.sciencedirect.com/science/article/pii/S2352711021001692}, doi = {10.1016/j.softx.2021.100931}, issn = {2352-7110}, projectref = {http://www.ivl.disco.unimib.it/activities/evaluating-the-performance-of-structure-from-motion-pipelines/}}
@article{marelli2022designing, author = {Marelli, Davide and Bianco, Simone and Ciocca, Gianluigi}, year = {2022}, title = {Designing an AI-Based Virtual Try-On Web Application}, volume = {22}, number = {10}, journal = {Sensors}, pdf = {https://www.mdpi.com/1424-8220/22/10/3832}, doi = {10.3390/s22103832}}
@article{smartmirror2021, author = {Bianco, Simone and Celona, Luigi and Ciocca, Gianluigi and Marelli, Davide and Napoletano, Paolo and Yu, Stefano and Schettini, Raimondo}, year = {2021}, title = {A Smart Mirror for Emotion Monitoring in Home Environments}, volume = {21}, number = {22}, journal = {Sensors}, pdf = {https://www.mdpi.com/1424-8220/21/22/7453/pdf}, doi = {10.3390/s21227453}}
2.
IVL-SYNTHSFM-v2: A synthetic dataset with exact ground truth for the evaluation of 3D reconstruction pipelines (Davide Marelli, Simone Bianco, Gianluigi Ciocca)
In Data in Brief, pp. 105041, 2020.
@article{marelli2020IVLSYNTHSFMv2, author = {Marelli, Davide and Bianco, Simone and Ciocca, Gianluigi}, year = {2020}, pages = {105041}, title = {IVL-SYNTHSFM-v2: A synthetic dataset with exact ground truth for the evaluation of 3D reconstruction pipelines}, journal = {Data in Brief}, pdf = {/download/IVL-SYNTHSFM-v2.pdf}, doi = {10.1016/j.dib.2019.105041}, issn = {2352-3409}}
@article{bianco-sfm2018, author = {Bianco, Simone and Ciocca, Gianluigi and Marelli, Davide}, year = {2018}, title = {Evaluating the Performance of Structure from Motion Pipelines}, volume = {4}, number = {8}, journal = {Journal of Imaging}, pdf = {/download/bianco-sfm2018.pdf}, doi = {10.3390/jimaging4080098}, projectref = {http://www.ivl.disco.unimib.it/activities/evaluating-the-performance-of-structure-from-motion-pipelines/}}
Conference Papers
3.
Faithful Fit, Markerless, 3D Eyeglasses Virtual Try-On (Davide Marelli, Simone Bianco, Gianluigi Ciocca)
In Pattern Recognition. ICPR International Workshops and Challenges, Cham, pp. 460-471, Springer International Publishing, 2021.
@inproceedings{marelli21-faithful, author = {Marelli, Davide and Bianco, Simone and Ciocca, Gianluigi}, year = {2021}, pages = {460-471}, title = {Faithful Fit, Markerless, 3D Eyeglasses Virtual Try-On}, publisher = {Springer International Publishing}, address = {Cham}, booktitle = {Pattern Recognition. ICPR International Workshops and Challenges}}
2.
A Web Application for Glasses Virtual Try-on in 3D Space (Davide Marelli, Simone Bianco, Gianluigi Ciocca)
In IEEE 23rd International Symposium on Consumer Technologies (ISCT), pp. 299-303, 2019.
@inproceedings{marelli2019tryon, author = {Marelli, Davide and Bianco, Simone and Ciocca, Gianluigi}, year = {2019}, pages = {299-303}, title = {A Web Application for Glasses Virtual Try-on in 3D Space}, booktitle = {IEEE 23rd International Symposium on Consumer Technologies (ISCT)}, doi = {10.1109/ISCE.2019.8900979}}
1.
A Blender plug-in for comparing Structure from Motion pipelines (Davide Marelli, Simone Bianco, Luigi Celona, Gianluigi Ciocca)
In 2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 1-5, 2018.
@inproceedings{bianco2018blender-plugin, author = {Marelli, Davide and Bianco, Simone and Celona, Luigi and Ciocca, Gianluigi}, year = {2018}, pages = {1-5}, title = {A Blender plug-in for comparing Structure from Motion pipelines}, organization = {IEEE}, booktitle = {2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)}, doi = {10.1109/ICCE-Berlin.2018.8576196}, issn = {2166-6822}}