Journal Articles

2025

Taming Mambas for 3D Medical Image Segmentation

L. Lumetti, K. Marchesini, V. Pipoli, E. Ficarra, C. Grana, F. Bolelli
IEEE Access.

State-of-the-art review and benchmarking of barcode localization methods

E. Vezzali, F. Bolelli, S. Santi, C. Grana
Engineering Applications of Artificial Intelligence.

2024

Segmenting the Inferior Alveolar Canal in CBCTs Volumes: the ToothFairy Challenge

F. Bolelli, L. Lumetti, S. Vinayahalingam, [...], A. Anesi, C. Grana
IEEE Transactions on Medical Imaging.

MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision

J. Li, [...], F. Bolelli, C. Grana, L. Lumetti, [...], J. Egger
Biomedical Engineering/Biomedizinische Technik.

Enhancing Patch-Based Learning for the Segmentation of the Mandibular Canal

L. Lumetti, V. Pipoli, F. Bolelli, E. Ficarra, C. Grana
IEEE Access.

A State-of-the-Art Review with Code about Connected Components Labeling on GPUs

F. Bolelli, S. Allegretti, L. Lumetti, C. Grana
IEEE Transactions on Parallel and Distributed Systems.

2023

Inferior Alveolar Canal Automatic Detection with Deep Learning CNNs on CBCTs: Development of a Novel Model and Release of Open-Source Dataset and Algorithm

M. Di Bartolomeo, A. Pellacani, F. Bolelli, [...], C. Grana, A. Anesi
Applied Sciences.

A Graph-Based Multi-Scale Approach with Knowledge Distillation for WSI Classification

G. Bontempo, F. Bolelli, A. Porrello, S. Calderara, E. Ficarra
IEEE Transactions on Medical Imaging.

Artificial intelligence evaluation of confocal microscope prostate images: our preliminary experience

G. Bianchi, S. Puliatti, N. Rodriguez, S. Micali, L. Bertoni, L. Reggiani Bonetti, S. Caramaschi, F. Bolelli, M. Pinamonti, D. Rozze, C. Grana
Minerva Urology and Nephrology.

2022

Automated Prediction of Kidney Failure in IgA Nephropathy with Deep Learning from Biopsy Images

F. Testa, F. Fontana, F. Pollastri, [...], F. Bolelli, [...], C. Grana, R. Magistroni
Clinical Journal of the American Society of Nephrology.

Deep Segmentation of the Mandibular Canal: a New 3D Annotated Dataset of CBCT Volumes

M. Cipriano, S. Allegretti, F. Bolelli, [...], A. Anesi, C. Grana
IEEE Access.

2021

A Deep Analysis on High Resolution Dermoscopic Image Classification

F. Pollastri, M. Parreño, J. Maroñas, F. Bolelli, R. Paredes, D. Ramos, C. Grana
IET Computer Vision.

One DAG to Rule Them All

F. Bolelli, S. Allegretti, C. Grana
IEEE Transactions on Pattern Analysis and Machine Intelligence.

2020

Evaluation of the Classification Accuracy of the Kidney Biopsy Direct Immunofluorescence through Convolutional Neural Networks

G. Ligabue, F. Pollastri, [...], F. Bolelli, C. Grana, R. Magistroni
Clinical Journal of the American Society of Nephrology.

2019

Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling

F. Bolelli, S. Allegretti, L. Baraldi, C. Grana
IEEE Transactions on Image Processing.

Optimized Block-Based Algorithms to Label Connected Components on GPUs

S. Allegretti, F. Bolelli, C. Grana
IEEE Transactions on Parallel and Distributed Systems.

Augmenting Data with GANs to Segment Melanoma Skin Lesions

F. Pollastri, F. Bolelli, R. Paredes, C. Grana
Multimedia Tools and Applications.

2018

M-VAD Names: a Dataset for Video Captioning with Naming

S. Pini, M. Cornia, F. Bolelli, L. Baraldi, R. Cucchiara
Multimedia Tools and Applications Journal.

Towards reliable experiments on the performance of Connected Components Labeling algorithms

F. Bolelli, M. Cancilla, L. Baraldi, C. Grana
Journal of Real-Time Image Processing.

Publications

Contact

Federico Bolelli, PhD
Chair of the IAPR TC 22
Tenure Track Assistant Professor (RTT)
University of Modena & Reggio Emilia
Engineering Department "Enzo Ferrari"

Via P. Vivarelli 10
41125 Modena (MO), Italy
Office: Building 27, Second Floor
Lab: Building 27, Ground Floor, "Zero"
Tel. +39 059 205 8787
federico.bolelli _AT_ unimore.it