Marco BuzzelliPhd Student

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

Room 1048,  tel: +390264487871

Biography

Marco Buzzelli obtained his Bachelor Degree and Master Degree in Computer Science at University of Milano-Bicocca (Italy), respectively in 2012 and 2014, focusing on Image Processing and Computer Vision tasks. He is currently a PhD student in Computer Science. His main topics of research include characterization of digital imaging devices, and object recognition in complex scenes.

Publications

Journal Articles

3.

Multiscale fully convolutional network for image saliency
(Simone Bianco, Marco Buzzelli, Raimondo Schettini) In Journal of Electronic Imaging, volume 27, pp. 27-27, 2018.

@article{bianco2018multiscale,
 author = {Bianco, Simone and Buzzelli, Marco and Schettini, Raimondo},
 year = {2018},
 pages = {27-27},
 title = {Multiscale fully convolutional network for image saliency},
 volume = {27},
 journal = {Journal of Electronic Imaging},
 url = {https://doi.org/10.1117/1.JEI.27.5.051221},
 pdf = {/download/2018a_CAMERA_Multiscale_fully_convolutional_network_for_image_saliency.pdf},
 doi = {10.1117/1.JEI.27.5.051221}}
2.

A unifying representation for pixel-precise distance estimation
(Simone Bianco, Marco Buzzelli, Raimondo Schettini) In Multimedia Tools and Applications, pp. 1-20, Springer, 2018.

@article{bianco2018unifying,
 author = {Bianco, Simone and Buzzelli, Marco and Schettini, Raimondo},
 year = {2018},
 pages = {1-20},
 title = {A unifying representation for pixel-precise distance estimation},
 publisher = {Springer},
 journal = {Multimedia Tools and Applications},
 pdf = {/download/2018d_CAMERA_A_unifying_representation_for_pixel_precise_distance_estimation.pdf},
 doi = {10.1007/s11042-018-6568-2}}
1.

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

@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/}}

Conference Papers

6.

Learning Illuminant Estimation from Object Recognition
(Marco Buzzelli, Joost Van De Weijer, Raimondo Schettini) In Image Processing (ICIP), 2018 25th IEEE International Conference on, 2018.

@inproceedings{buzzelli2018learning,
 author = {Buzzelli, Marco and Van De Weijer, Joost and Schettini, Raimondo},
 year = {2018},
 title = {Learning Illuminant Estimation from Object Recognition},
 organization = {IEEE},
 booktitle = {Image Processing (ICIP), 2018 25th IEEE International Conference on},
 pdf = {/download/2018b_CAMERA_Learning_Illuminant_Estimation_from_Object_Recognition.pdf},
 doi = {10.1109/ICIP.2018.8451229}}
5.

Recognition of Edible Vegetables and Fruits for Smart Home Appliances
(Marco Buzzelli, Federico Belotti, Raimondo Schettini) In 2018 IEEE 8th International Conference on Consumer Electronics-Berlin (ICCE-Berlin), pp. 1-4, 2018.

@inproceedings{buzzelli2018recognition,
 author = {Buzzelli, Marco and Belotti, Federico and Schettini, Raimondo},
 year = {2018},
 pages = {1-4},
 title = {Recognition of Edible Vegetables and Fruits for Smart Home Appliances},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics-Berlin (ICCE-Berlin)},
 pdf = {/download/2018c_CAMERA_Recognition_of_edible_vegetables_and_fruits_for_smart_home_appliances.pdf},
 doi = {10.1109/ICCE-Berlin.2018.8576236},
 issn = {2166-6822}}
4.

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.

@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}}
3.

A Fully Convolutional Network for Salient Object Detection
(Simone Bianco, Marco Buzzelli, Raimondo Schettini) In International Conference on Image Analysis and Processing, pp. 82-92, 2017.

@inproceedings{bianco2017fully,
 author = {Bianco, Simone and Buzzelli, Marco and Schettini, Raimondo},
 year = {2017},
 pages = {82-92},
 title = {A Fully Convolutional Network for Salient Object Detection},
 organization = {Springer},
 booktitle = {International Conference on Image Analysis and Processing},
 pdf = {/download/2017b_CAMERA_A_Fully_Convolutional_Network_for_Salient_Object_Detection.pdf},
 doi = {10.1007/978-3-319-68548-9_8}}
1.

Object detection using feature-based template matching
(Simone Bianco, Marco Buzzelli, Raimondo Schettini) In Image Processing: Machine Vision Applications VI, volume 8661, pp. 86610C, 2013.

@inproceedings{bianco2013object,
 author = {Bianco, Simone and Buzzelli, Marco and Schettini, Raimondo},
 year = {2013},
 pages = {86610C},
 title = {Object detection using feature-based template matching},
 volume = {8661},
 organization = {International Society for Optics and Photonics},
 booktitle = {Image Processing: Machine Vision Applications VI},
 pdf = {/download/2013a_CAMERA_Object_Detection_Using_Feature-based_Template_Matching.pdf},
 doi = {10.1117/12.2006224}}