Federico Bolelli

2025

2025 - CVPR
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.
2025 - WACV
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.
2025 - WACV
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

2024 - IEEE Transactions on Medical Imaging
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

2023 - MICCAI
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

2022 - CVPR
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.
2022 - IEEE Access
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

2021 - IEEE Transactions on Pattern Analysis and Machine Intelligence
One DAG to Rule Them All
F. Bolelli, S. Allegretti, C. Grana
IEEE Transactions on Pattern Analysis and Machine Intelligence.

2019

2019 - IEEE Transactions on Image Processing
Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling
F. Bolelli, S. Allegretti, L. Baraldi, C. Grana
IEEE Transactions on Image Processing.
2019 - CAIP
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

2018 - ICPR
Connected Components Labeling on DRAGs
F. Bolelli, L. Baraldi, M. Cancilla, C. Grana
ICPR - Beijing, China. (Oral)

2016

2016 - ICPR
YACCLAB - Yet Another Connected Components Labeling Benchmark
C. Grana, F. Bolelli, L. Baraldi, R. Vezzani
ICPR - Cancun, Mexico.
2016 - ACIVS
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