OnFoods is a foundation that brings together, coordinates and amplifies the work of 26 public and private organisations, leaders in scientific research and sustainable innovation of food systems. This partnership falls within the National Recovery and Resilience Plan (PNRR), which the Italian Government has prepared as part of the Next Generation EU program.
https://onfoods.it/
Our involvement is concerned with food recognition and characterization using computer vision, intelligent sensors, and artificial intelligence.
This falls in Work Package 2 of Spoke 07.
Spoke 07 ‘Policy, behaviour and education’ is centred on developing models and instruments, also digital and technologically advanced, to observe, analyse and forecast agricultural and food policies and the behaviour of businesses and consumers:
https://onfoods.it/spokes/spoke-07
The Work Package 7.2’s team is concerned with implementing behavioural modification strategies for sustainable diets in particular contexts:
https://onfoods.it/spokes/spoke-07/wp-72
Publications
1.
Quasi Real-Time Apple Defect Segmentation Using Deep Learning
(Mirko Agarla, Paolo Napoletano, Raimondo Schettini)
In Sensors, volume 23, number 18, 2023.
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BibTex
Doi
@article{agarla2023quasi,
author = {Agarla, Mirko and Napoletano, Paolo and Schettini, Raimondo},
year = {2023},
title = {Quasi Real-Time Apple Defect Segmentation Using Deep Learning},
volume = {23},
number = {18},
journal = {Sensors},
url = {https://www.mdpi.com/1424-8220/23/18/7893},
pdf = {https://www.mdpi.com/1424-8220/23/18/7893/pdf?version=1694706119},
doi = {10.3390/s23187893},
issn = {1424-8220}}
2.
DALib: A Curated Repository of Libraries for Data Augmentation in Computer Vision
(Sofia Amarù, Davide Marelli, Gianluigi Ciocca, Raimondo Schettini)
In Journal of Imaging, volume 9, number 10, 2023.
BibTex
Doi
Project Page
@article{amaru2023dalib,
author = {Amarù, 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/}}
3.
Food Recognition with Visual Transformers
(Simone Bianco, Marco Buzzelli, Gaetano Chiriaco, Paolo Napoletano, Flavio Piccoli)
In 2023 IEEE 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 82-87, 2023.
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Project Page
@inproceedings{bianco2023food,
author = {Bianco, Simone and Buzzelli, Marco and Chiriaco, Gaetano and Napoletano, Paolo and Piccoli, Flavio},
year = {2023},
pages = {82-87},
title = {Food Recognition with Visual Transformers},
booktitle = {2023 IEEE 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
url = {https://ieeexplore.ieee.org/document/10375660},
pdf = {/download/IEEE_Icce_Food_2k.pdf},
doi = {10.1109/ICCE-Berlin58801.2023.10375660},
projectref = {http://www.ivl.disco.unimib.it/activities/onfoods/}}
4.
Visualizing Perceptual Differences in White Color Constancy
(Marco Buzzelli)
In Journal of Imaging Science and Technology, volume 67, number 5, pp. 1-6, Society for Imaging Science and Technology, 2023.
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BibTex
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@article{buzzelli2023visualizing,
author = {Buzzelli, Marco},
year = {2023},
pages = {1-6},
title = {Visualizing Perceptual Differences in White Color Constancy},
volume = {67},
number = {5},
publisher = {Society for Imaging Science and Technology},
journal = {Journal of Imaging Science and Technology},
url = {https://library.imaging.org/jist/articles/67/5/050404},
pdf = {/download/JIST_2023_050404_Marco-Buzzelli.pdf},
doi = {10.2352/J.ImagingSci.Technol.2023.67.5.050404}}