Federico Bolelli

Conference Papers

2024

2024 - ICPR
BarBeR: A Barcode Benchmarking Repository
E. Vezzali, F. Bolelli, S. Santi, C. Grana
ICPR - Kolkata, India.
2024 - ICPR
Investigating the ABCDE Rule in Convolutional Neural Networks
F. Bolelli, L. Lumetti, K. Marchesini, E. Candeloro, C. Grana
ICPR - Kolkata, India.
2024 - ICPR
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.
2024 - ICPR
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.
2024 - WACV
ClusterFix: A Cluster-Based Debiasing Approach without Protected-Group Supervision
G. Capitani, F. Bolelli, A. Porrello, S. Calderara, E. Ficarra
WACV - Hawaii, USA.

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 - ICIAP
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.
2023 - ICIAP
Annotating the Inferior Alveolar Canal: the Ultimate Tool
L. Lumetti, V. Pipoli, F. Bolelli, C. Grana
ICIAP - Udine, Italy.
2023 - ICIAP
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

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

2021

2021 - IVPR
Fast Run-Based Connected Components Labeling for Bitonal Images
W. Lee, S. Allegretti, F. Bolelli, C. Grana
IVPR - Kitakyushu, Fukuoka, Japan. (Oral)
2021 - ISBI
Long-Range 3D Self-Attention for MRI Prostate Segmentation
F. Pollastri, M. Cipriano, F. Bolelli, C. Grana
ISBI - Kolkata, India.
2021 - VISAPP
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.
2021 - ICPR
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.
2021 - ICPR
A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes
M. Söchting, S. Allegretti, F. Bolelli, C. Grana
ICPR - Milan, Italy.
2021 - ICPR
Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval
S. Allegretti, F. Bolelli, F. Pollastri, S. Longhitano, G. Pellacani, C. Grana
ICPR - Milan, Italy.
2021 - ICPR
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

2020 - IVPR
A Warp Speed Chain-Code Algorithm Based on Binary Decision Trees
S. Allegretti, F. Bolelli, C. Grana
IVPR - Kitakyushu, Fukuoka, Japan. (Oral)

2019

2019 - CAIP
Skin Lesion Segmentation Ensemble with Diverse Training Strategies
L. Canalini, F. Pollastri, F. Bolelli, M. Cancilla, S. Allegretti, C. Grana
CAIP - Salerno, Italy. (Oral)
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 - ICIAP
A Block-Based Union-Find Algorithm to Label Connected Components on GPUs
S. Allegretti, F. Bolelli, M. Cancilla, C. Grana
ICIAP - Trento, Italy.
2019 - ICIAP
Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs
F. Bolelli, C. Grana
ICIAP - Trento, Italy. (Spotlight)

2018

2018 - IPAS
Optimizing GPU-Based Connected Components Labeling Algorithms
S. Allegretti, F. Bolelli, M. Cancilla, C. Grana
IPAS - Inria Sophia Antipolis, France. (Oral)
2018 - IPAS
A Hierarchical Quasi-Recurrent approach to Video Captioning
F. Bolelli, L. Baraldi, C. Grana
IPAS - Inria Sophia Antipolis, France. (Oral)
2018 - ICPR
Connected Components Labeling on DRAGs
F. Bolelli, L. Baraldi, M. Cancilla, C. Grana
ICPR - Beijing, China. (Oral)
2018 - CBMS
Improving Skin Lesion Segmentation with Generative Adversarial Networks
F. Pollastri, F. Bolelli, R. Paredes, C. Grana
CBMS - Karlstad, Sweden.
2018 - IRCDL
XDOCS: an Application to Index Historical Documents
F. Bolelli, G. Borghi, C. Grana
IRCDL - Udine, Italy. (Oral)

2017

2017 - ICIAP
Historical Handwritten Text Images Word Spotting through Sliding Window HOG Features
F. Bolelli, G. Borghi, C. Grana
ICIAP - Catania, Italy.
2017 - ICIAP
Two More Strategies to Speed Up Connected Components Labeling Algorithms
F. Bolelli, M. Cancilla, C. Grana
ICIAP - Catania, Italy.
2017 - IRCDL
Indexing of Historical Document Images: Ad Hoc Dewarping Technique for Handwritten Text
F. Bolelli
IRCDL - Modena, Italy.

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)

Contact

Federico Bolelli, PhD

University of Modena & Reggio Emilia
Engineering Department "Enzo Ferrari"


Via P. Vivarelli 10
41125 Modena (MO), Italy
Building 27, Ground Floor, "Lab. Zero"

Tel. +39 059 205 8787
federico.bolelli _AT_ unimore.it