

Dott. Federico Pollastri
Position at Imagelab:
PastMemberDipartimento di Ingegneria "Enzo Ferrari", Modena Italy
Federico Pollastri
Research Projects
Research Activities
- Skin Lesion Analysis
- Deep Renal Biopsy Immunofluorescence Image Analysis
- IAN detection from maxillofacial 3D images
Publications
1 |
Cipriano, Marco; Allegretti, Stefano; Bolelli, Federico; Pollastri, Federico; Grana, Costantino
"Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation"
Proceedings of 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New Orleans, Louisiana, USA,
Jun 19-24,
2022
Conference
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2 | Pollastri, Federico "Utilizzo del Deep Learning nella Analisi di Immagini Dermoscopiche" 2022 Other |
3 |
Cipriano, Marco; Allegretti, Stefano; Bolelli, Federico; Di Bartolomeo, Mattia; Pollastri, Federico; Pellacani, Arrigo; Minafra, Paolo; Anesi, Alexandre; Grana, Costantino
"Deep Segmentation of the Mandibular Canal: a New 3D Annotated Dataset of CBCT Volumes"
IEEE ACCESS,
vol. 10,
pp. 11500
-11510
,
2022
| DOI: 10.1109/ACCESS.2022.3144840
Journal
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4 |
Allegretti, Stefano; Bolelli, Federico; Pollastri, Federico; Longhitano, Sabrina; Pellacani, Giovanni; Grana, Costantino
"Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval"
2020 25th International Conference on Pattern Recognition (ICPR),
Milan, Italy,
pp. 8053
-8060
,
Jan 10-15,
2021
| DOI: 10.1109/ICPR48806.2021.9412419
Conference
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5 |
Mercadante, Cristian; Cipriano, Marco; Bolelli, Federico; Pollastri, Federico; Di Bartolomeo, Mattia; Anesi, Alexandre; Grana, Costantino
"A Cone Beam Computed Tomography Annotation Tool for Automatic Detection of the Inferior Alveolar Nerve Canal"
Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4: VISAPP,
vol. 4,
Vienna, Austria,
pp. 724
-731
,
Feb 8-10,
2021
| DOI: 10.5220/0010392307240731
Conference
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6 |
Pollastri, Federico; Parreño, Mario; Maroñas, Juan; Bolelli, Federico; Paredes, Roberto; Ramos, Daniel; Grana, Costantino
"A Deep Analysis on High Resolution Dermoscopic Image Classification"
IET COMPUTER VISION,
vol. 15,
pp. 514
-526
,
2021
| DOI: 10.1049/cvi2.12048
Journal
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7 |
Pollastri, Federico; Maroñas, Juan; Bolelli, Federico; Ligabue, Giulia; Paredes, Roberto; Magistroni, Riccardo; Grana, Costantino
"Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification"
2020 25th International Conference on Pattern Recognition (ICPR),
Milan, Italy,
pp. 1298
-1305
,
Jan 10-15,
2021
| DOI: 10.1109/ICPR48806.2021.9412685
Conference
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8 |
Ligabue, Giulia; Pollastri, Federico; Fontana, Francesco; Leonelli, Marco; Furci, Luciana; Giovanella, Silvia; Alfano, Gaetano; Cappelli, Gianni; Testa, Francesca; Bolelli, Federico; Grana, Costantino; Magistroni, Riccardo
"Evaluation of the Classification Accuracy of the Kidney Biopsy Direct Immunofluorescence through Convolutional Neural Networks"
CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY,
vol. 15,
pp. 1445
-1454
,
2020
| DOI: 10.2215/CJN.03210320
Journal
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9 |
Pollastri, Federico; Bolelli, Federico; Paredes Palacios, Roberto; Grana, Costantino
"Augmenting data with GANs to segment melanoma skin lesions"
MULTIMEDIA TOOLS AND APPLICATIONS,
vol. 79,
pp. 15575
-15592
,
2020
| DOI: 10.1007/s11042-019-7717-y
Journal
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10 |
Canalini, Laura; Pollastri, Federico; Bolelli, Federico; Cancilla, Michele; Allegretti, Stefano; Grana, Costantino
"Skin Lesion Segmentation Ensemble with Diverse Training Strategies"
Computer Analysis of Images and Patterns,
vol. 11678,
Salerno, Italy,
pp. 89
-101
,
Sep 3-5,
2019
| DOI: 10.1007/978-3-030-29888-3_8
Conference
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11 |
Allegretti, Stefano; Bolelli, Federico; Cancilla, Michele; Pollastri, Federico; Canalini, Laura; Grana, Costantino
"How does Connected Components Labeling with Decision Trees perform on GPUs?"
Computer Analysis of Images and Patterns,
vol. 11678,
Salerno, Italy,
pp. 39
-51
,
Sep 3-5,
2019
| DOI: 10.1007/978-3-030-29888-3_4
Conference
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12 |
Pollastri, Federico; Bolelli, Federico; Paredes, Roberto; Grana, Costantino
"Improving Skin Lesion Segmentation with Generative Adversarial Networks"
2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS),
vol. 2018-,
Karlstad, Sweden,
pp. 442
-443
,
Jun 18-21,
2018
| DOI: 10.1109/CBMS.2018.00086
Conference
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