Publications

2025

Segmenting Maxillofacial Structures in CBCT Volume

F. Bolelli, K. Marchesini, N. van Nistelrooij, L. Lumetti, V. Pipoli, E. Ficarra, S. Vinayahalingam, C. Grana
CVPR - Nashville, Tennessee, USA.

Semantically Conditioned Prompts for Visual Recognition under Missing Modality Scenarios

V. Pipoli, F. Bolelli, S. Sarto, M. Cornia, L. Baraldi, C. Grana, R. Cucchiara, E. Ficarra
WACV - Tucson, Arizona.

Towards Unbiased Continual Learning: Avoiding Forgetting in the Presence of Spurious Correlations

G. Capitani, L. Bonicelli, A. Porrello, F. Bolelli, S. Calderara, E. Ficarra
WACV - Tucson, Arizona.

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.

2024 - Biomedical Engineering/Biomedizinische Technik

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.

2024 - IEEE Transactions on Parallel and Distributed Systems

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

DAS-MIL: Distilling Across Scales for MIL Classification of Histological WSIs

G. Bontempo, A. Porrello, F. Bolelli, S. Calderara, E. Ficarra
MICCAI - Vancouver, Canada. (Oral)

2023 - IEEE Transactions on Medical Imaging

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.

2022

Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation

M. Cipriano, S. Allegretti, F. Bolelli, F. Pollastri, C. Grana
CVPR - New Orleans, USA.

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

One DAG to Rule Them All

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

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.

How does Connected Components Labeling with Decision Trees perform on GPUs?

S. Allegretti, F. Bolelli, M. Cancilla, F. Pollastri, L. Canalini, C. Grana
CAIP - Salerno, Italy. (Oral, Best Paper Award!)

2019 - IEEE Transactions on Parallel and Distributed Systems

Optimized Block-Based Algorithms to Label Connected Components on GPUs

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

2019 - Multimedia Tools and Applications

Augmenting Data with GANs to Segment Melanoma Skin Lesions

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

2018

Connected Components Labeling on DRAGs

F. Bolelli, L. Baraldi, M. Cancilla, C. Grana
ICPR - Beijing, China. (Oral)

2016

YACCLAB - Yet Another Connected Components Labeling Benchmark

C. Grana, F. Bolelli, L. Baraldi, R. Vezzani
ICPR - Cancun, Mexico.

Optimized Connected Components Labeling with Pixel Prediction

C. Grana, L. Baraldi, F. Bolelli
ACIVS - Lecce, Italy. (Oral)

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