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

BibTex

@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}}

Benchmarking Algorithms for Food Localization and Semantic Segmentation
(Sinem Aslan, Gianluigi Ciocca, Davide Mazzini, Raimondo Schettini) In International Journal of Machine Learning and Cybernetics, volume 11, pp. 2827-2847, Springer, 2020.

BibTex Doi

@article{aslan2020benchmarking,
 author = {Aslan, Sinem and Ciocca, Gianluigi and Mazzini, Davide and Schettini, Raimondo},
 year = {2020},
 pages = {2827-2847},
 title = {Benchmarking Algorithms for Food Localization and Semantic Segmentation},
 volume = {11},
 publisher = {Springer},
 journal = {International Journal of Machine Learning and Cybernetics},
 doi = {10.1007/s13042-020-01153-z}}

A Novel Approach to Data Augmentation for Pavement Distress Segmentation
(Davide Mazzini, Paolo Napoletano, Flavio Piccoli, Raimondo Schettini) In Computers in Industry, volume 121, pp. 103225, Elsevier, 2020.

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@article{mazzini2020-a-novel,
 author = {Mazzini, Davide and Napoletano, Paolo and Piccoli, Flavio and Schettini, Raimondo},
 year = {2020},
 pages = {103225},
 title = {A Novel Approach to Data Augmentation for Pavement Distress Segmentation},
 volume = {121},
 publisher = {Elsevier},
 journal = {Computers in Industry},
 pdf = {https://reader.elsevier.com/reader/sd/pii/S0166361519310516?token=3FBA3E5AB701C176A5E6F0D998A6CD57454D4A4C142E7E1B616EE91D1C038EEC752E222A5706A6CABF87EE04E0A1743C},
 doi = {https://doi.org/10.1016/j.compind.2020.103225},
 issn = {0166-3615}}

Multitask Painting Categorization by Deep Multibranch Neural Network
(Simone Bianco, Davide Mazzini, Paolo Napoletano, Raimondo Schettini) In Expert Systems with Applications, volume 135, pp. 90-101, 2019.

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@article{bianco2019-multitask,
 author = {Bianco, Simone and Mazzini, Davide and Napoletano, Paolo and Schettini, Raimondo},
 year = {2019},
 pages = {90-101},
 title = {Multitask Painting Categorization by Deep Multibranch Neural Network},
 volume = {135},
 journal = {Expert Systems with Applications},
 pdf = {/download/Multitask_painting_categorization_by_deep_multibranch_neural_network.pdf},
 doi = {10.1016/j.eswa.2019.05.036},
 issn = {0957-4174},
 projectref = {http://www.ivl.disco.unimib.it/activities/paintings/}}

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

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@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},
 publisher = {Elsevier},
 journal = {Neurocomputing},
 url = {http://www.sciencedirect.com/science/article/pii/S0925231217305660},
 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/}}

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.

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@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/}}

Evaluating CNN-Based Semantic Food Segmentation Across Illuminants
(Gianluigi Ciocca, Davide Mazzini, Raimondo Schettini) In Computational Color Imaging, volume 11418 of Lecture Notes in Computer Science, pp. 247-259, Springer International Publishing, 2019.

BibTex Doi

@inproceedings{ciocca2019segmentation,
 author = {Ciocca, Gianluigi and Mazzini, Davide and Schettini, Raimondo},
 editor = {Tominaga, Shoji and Schettini, Raimondo and Tr{\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\'e}meau, Alain and Horiuchi, Takahiko},
 year = {2019},
 pages = {247-259},
 title = {Evaluating CNN-Based Semantic Food Segmentation Across Illuminants},
 volume = {11418},
 publisher = {Springer International Publishing},
 series = {Lecture Notes in Computer Science},
 booktitle = {Computational Color Imaging},
 doi = {10.1007/978-3-030-13940-7_19}}

Spatial Sampling Network for Fast Scene Understanding
(Davide Mazzini, Raimondo Schettini) In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2019.

BibTex

@inproceedings{Mazzini_2019_CVPR_Workshops,
 author = {Mazzini, Davide and Schettini, Raimondo},
 year = {2019},
 month = {6},
 year = {2019},
 title = {Spatial Sampling Network for Fast Scene Understanding},
 booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}}

A CNN Architecture for Efficient Semantic Segmentation of Street Scenes
(Davide Mazzini, Marco Buzzelli, Danilo Pietro Pau, Raimondo Schettini) In 2018 IEEE 8th International Conference on Consumer Electronics-Berlin (ICCE-Berlin), pp. 1-6, 2018.

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@inproceedings{mazzini2018cnn,
 author = {Mazzini, Davide and Buzzelli, Marco and Pau, Danilo Pietro and Schettini, Raimondo},
 year = {2018},
 pages = {1-6},
 title = {A CNN Architecture for Efficient Semantic Segmentation of Street Scenes},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics-Berlin (ICCE-Berlin)},
 pdf = {/download/2018e_CAMERA_A_CNN_Architecture_for_Efficient_Semantic_Segmentation_of_Street_Scenes.pdf},
 doi = {10.1109/ICCE-Berlin.2018.8576193},
 issn = {2166-6822}}

Guided upsampling network for real-time semantic segmentation
(Davide Mazzini) In British Machine Vision Conference (BMVC), 2018.

BibTex

@inproceedings{mazzini2018guided,
 author = {Mazzini, Davide},
 year = {2018},
 title = {Guided upsampling network for real-time semantic segmentation},
 booktitle = {British Machine Vision Conference (BMVC)}}

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.

BibTex Doi

@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}}

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

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@inproceedings{bianco2015logo,
 author = {Bianco, Simone and Buzzelli, Marco and Mazzini, Davide and Schettini, Raimondo},
 year = {2015},
 pages = {438-448},
 title = {Logo Recognition Using CNN Features},
 publisher = {Springer},
 booktitle = {Image Analysis and Processing—ICIAP 2015},
 pdf = {/download/2015a_CAMERA_Logo_Recognition_Using_CNN_Features.pdf},
 doi = {10.1007/978-3-319-23234-8_41}}

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.

BibTex Doi Project Page

@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}}