Federico Bolelli

Conference Papers

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.
Machine Learning-Based Prediction of Emergency Department Prolonged Length of Stay: A Case Study from Italy
P. Perliti, A. Giovanetti, F. Bolelli, C. Grana
IHSI - Rome, Italy. (Oral)
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.
Accurate 3D Medical Image Segmentation with Mambas
L. Lumetti, V. Pipoli, K. Marchesini, E. Ficarra, C. Grana, F. Bolelli
ISBI - Huouston, Texas, USA.

2024

BarBeR: A Barcode Benchmarking Repository
E. Vezzali, F. Bolelli, S. Santi, C. Grana
ICPR - Kolkata, India.
Investigating the ABCDE Rule in Convolutional Neural Networks
F. Bolelli, L. Lumetti, K. Marchesini, E. Candeloro, C. Grana
ICPR - Kolkata, India.
Identifying Impurities in Liquids of Pharmaceutical Vials
G. Rosati, K. Marchesini, L. Lumetti, F. Sartori, B. Balboni, F. Begarani, L. Vescovi, F. Bolelli, C. Grana
ICPR - Kolkata, India.
Location Matters: Harnessing Spatial Information to Enhance the Segmentation of the Inferior Alveolar Canal in CBCTs
L. Lumetti, V. Pipoli, F. Bolelli, E. Ficarra, C. Grana
ICPR - Kolkata, India.
ClusterFix: A Cluster-Based Debiasing Approach without Protected-Group Supervision
G. Capitani, F. Bolelli, A. Porrello, S. Calderara, E. Ficarra
WACV - Hawaii, USA.

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)
Buffer-MIL: Robust Multi-instance Learning with a Buffer-based Approach
G. Bontempo, L. Lumetti, A. Porrello, F. Bolelli, S. Calderara, E. Ficarra
ICIAP - Udine, Italy.
Annotating the Inferior Alveolar Canal: the Ultimate Tool
L. Lumetti, V. Pipoli, F. Bolelli, C. Grana
ICIAP - Udine, Italy.
Enhancing PFI Prediction with GDS-MIL: A Graph-based Dual Stream MIL Approach
G. Bontempo, N. Bartolini, M. Lovino, F. Bolelli, A. Virtanen, E. Ficarra
ICIAP - Udine, Italy.

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.
Connected Components Labeling on Bitonal Images
F. Bolelli, S. Allegretti, C. Grana
ICIAP - Lecce, Italy.

2021

Fast Run-Based Connected Components Labeling for Bitonal Images
W. Lee, S. Allegretti, F. Bolelli, C. Grana
IVPR - Kitakyushu, Fukuoka, Japan. (Oral)
Long-Range 3D Self-Attention for MRI Prostate Segmentation
F. Pollastri, M. Cipriano, F. Bolelli, C. Grana
ISBI - Kolkata, India.
A Cone Beam Computed Tomography Annotation Tool for Automatic Detection of the Inferior Alveolar Nerve Canal
C. Mercadante, M. Cipriano, F. Bolelli, F. Pollastri, M. Di Bartolomeo, A. Anesi, C. Grana
VISAPP - Vienna, Austria.
The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications
M. Cancilla, L. Canalini, F. Bolelli, [...], J.A. Gómez, S. Leo, M.E. Piras, L. Pireddu, A. Badouh, S. Marco-Sola, L. Alvarez, M. Moreto, C. Grana
ICPR - Milan, Italy.
A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes
M. Söchting, S. Allegretti, F. Bolelli, C. Grana
ICPR - Milan, Italy.
Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval
S. Allegretti, F. Bolelli, F. Pollastri, S. Longhitano, G. Pellacani, C. Grana
ICPR - Milan, Italy.
Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification
F. Pollastri, J. Maroñas, F. Bolelli, G. Ligabue, R. Paredes, R. Magistroni, C. Grana
ICPR - Milan, Italy.

2020

A Warp Speed Chain-Code Algorithm Based on Binary Decision Trees
S. Allegretti, F. Bolelli, C. Grana
IVPR - Kitakyushu, Fukuoka, Japan. (Oral)

2019

Skin Lesion Segmentation Ensemble with Diverse Training Strategies
L. Canalini, F. Pollastri, F. Bolelli, M. Cancilla, S. Allegretti, C. Grana
CAIP - Salerno, Italy. (Oral)
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!)
A Block-Based Union-Find Algorithm to Label Connected Components on GPUs
S. Allegretti, F. Bolelli, M. Cancilla, C. Grana
ICIAP - Trento, Italy.
Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs
F. Bolelli, C. Grana
ICIAP - Trento, Italy. (Spotlight)

2018

Optimizing GPU-Based Connected Components Labeling Algorithms
S. Allegretti, F. Bolelli, M. Cancilla, C. Grana
IPAS - Inria Sophia Antipolis, France. (Oral)
A Hierarchical Quasi-Recurrent approach to Video Captioning
F. Bolelli, L. Baraldi, C. Grana
IPAS - Inria Sophia Antipolis, France. (Oral)
Connected Components Labeling on DRAGs
F. Bolelli, L. Baraldi, M. Cancilla, C. Grana
ICPR - Beijing, China. (Oral)
Improving Skin Lesion Segmentation with Generative Adversarial Networks
F. Pollastri, F. Bolelli, R. Paredes, C. Grana
CBMS - Karlstad, Sweden.
XDOCS: an Application to Index Historical Documents
F. Bolelli, G. Borghi, C. Grana
IRCDL - Udine, Italy. (Oral)

2017

Historical Handwritten Text Images Word Spotting through Sliding Window HOG Features
F. Bolelli, G. Borghi, C. Grana
ICIAP - Catania, Italy.
Two More Strategies to Speed Up Connected Components Labeling Algorithms
F. Bolelli, M. Cancilla, C. Grana
ICIAP - Catania, Italy.
Indexing of Historical Document Images: Ad Hoc Dewarping Technique for Handwritten Text
F. Bolelli
IRCDL - Modena, Italy.

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