Dott. Federico Pollastri
Position at Imagelab:
PhD StudentDipartimento di Ingegneria "Enzo Ferrari", Modena Italy
Email:
federico_DOT_pollastri_AT_unimore_DOT_itFederico Pollastri
Research Projects
Research Activities
Publications
| 1 |
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
|
| 2 |
Pollastri, Federico; Parreņo, Mario; Maroņas, Juan; Bolelli, Federico; Paredes, Roberto; Ramos, Daniel; Grana, Costantino
"A Deep Analysis on High Resolution Dermoscopic Image Classification"
IET COMPUTER VISION,
pp. 1
-10
,
2021
Journal
|
| 3 |
Pollastri, Federico; Maroņas, 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,
Jan 10-15,
2021
Conference
|
| 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,
Jan 10-15,
2021
Conference
|
| 5 |
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
|
| 6 |
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
|
| 7 |
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
|
| 8 |
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
|
| 9 |
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
|