Federico Bolelli

72 papers A* 3A 3B 9C 2Journal 19Unranked 32
YearRankTypeTitle / Venue / Authors
2026 J jnl
A State-of-the-Art Review With Code About Connected Components Labeling on GPUs.
IEEE Trans. Parallel Distributed Syst.
Federico Bolelli, Stefano Allegretti, Luca Lumetti, Costantino Grana
2026 — ed.
Reproducible Research in Pattern Recognition - Fifth International Workshop, RRPR 2024, Kolkata, India, December 1, 2024, Revised Selected Papers
RRPR
Bertrand Kerautret, Federico Bolelli, Miguel Colom, Daniel Lopresti
2025 — conf
A Deep-Learning-Based Method for Real-Time Barcode Segmentation on Edge CPUs.
CAIP (1)
Enrico Vezzali, Lorenzo Vorabbi, Costantino Grana, Federico Bolelli
2025 — conf
Accurate 3D Medical Image Segmentation with Mambas.
ISBI
Luca Lumetti, Vittorio Pipoli, Kevin Marchesini, Elisa Ficarra, Costantino Grana, Federico Bolelli
2025 — conf
Enhancing Testicular Ultrasound Image Classification Through Synthetic Data and Pretraining Strategies.
ICIAP (2)
Nicola Morelli, Kevin Marchesini, Luca Lumetti, Daniele Santi, Costantino Grana, Federico Bolelli
2025 — conf
IM-Fuse: A Mamba-Based Fusion Block for Brain Tumor Segmentation with Incomplete Modalities.
MICCAI (8)
Vittorio Pipoli, Alessia Saporita, Kevin Marchesini, Costantino Grana, Elisa Ficarra, Federico Bolelli
2025 — conf
No More Slice Wars: Towards Harmonized Brain MRI Synthesis for the BraSyn Challenge.
BraTS-Lighthouse/AIMS-TBI@MICCAI (2)
Omar Carpentiero, Kevin Marchesini, Costantino Grana, Federico Bolelli
2025 A* conf
Segmenting Maxillofacial Structures in CBCT Volumes.
CVPR
Federico Bolelli, Kevin Marchesini, Niels van Nistelrooij, Luca Lumetti, Vittorio Pipoli, Elisa Ficarra, Shankeeth Vinayahalingam, Costantino Grana
2025 J jnl
Segmenting the Inferior Alveolar Canal in CBCTs Volumes: The ToothFairy Challenge.
IEEE Trans. Medical Imaging
Federico Bolelli, Luca Lumetti, Shankeeth Vinayahalingam, Mattia Di Bartolomeo, Arrigo Pellacani, Kevin Marchesini, Niels van Nistelrooij, Pieter van Lierop, Tong Xi, Yusheng Liu, Rui Xin, Tao Yang, Lisheng Wang, Haoshen Wang, Chenfan Xu, Zhiming Cui, Marek Wodzinski, Henning Müller, Yannick Kirchhoff, Maximilian Rokuss, Klaus H. Maier-Hein, Jae-Hwan Han, Wan Kim, Hong-Gi Ahn, Tomasz Szczepanski, Michal K. Grzeszczyk, Przemyslaw Korzeniowski, Vicent Caselles Costa, Xavier Paolo Burgos-Artizzu, Ferran Prados Carrasco, Stefaan Berge', Bram van Ginneken, Alexandre Anesi, Costantino Grana
2025 A conf
Semantically Conditioned Prompts for Visual Recognition Under Missing Modality Scenarios.
WACV
Vittorio Pipoli, Federico Bolelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Costantino Grana, Rita Cucchiara, Elisa Ficarra
2025 J jnl
State-of-the-art review and benchmarking of barcode localization methods.
Eng. Appl. Artif. Intell.
Enrico Vezzali, Federico Bolelli, Stefano Santi, Costantino Grana
2025 — ed.
Supervised and Semi-supervised Multi-structure Segmentation and Landmark Detection in Dental Data - MICCAI 2024 Challenges: ToothFairy 2024, 3DTeethLand 2024, and STS 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings
ToothFairy/3DTeethLand/STS@MICCAI
Yaqi Wang, Dahong Qian, Shuai Wang, Achraf Ben-Hamadou, Sergi Pujades, Luca Lumetti, Costantino Grana, Federico Bolelli
2025 J jnl
Taming Mambas for 3D Medical Image Segmentation.
IEEE Access
Luca Lumetti, Vittorio Pipoli, Kevin Marchesini, Elisa Ficarra, Costantino Grana, Federico Bolelli
2025 A conf
Towards Unbiased Continual Learning: Avoiding Forgetting in the Presence of Spurious Correlations.
WACV
Giacomo Capitani, Lorenzo Bonicelli, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra
2025 — conf
Tracing Information Flow in LLaMA Vision: A Step Toward Multimodal Understanding.
CAIP (2)
Alessia Saporita, Vittorio Pipoli, Federico Bolelli, Lorenzo Baraldi, Andrea Acquaviva, Elisa Ficarra
2025 — conf
U-Net Transplant: The Role of Pre-training for Model Merging in 3D Medical Segmentation.
MICCAI (16)
Luca Lumetti, Giacomo Capitani, Elisa Ficarra, Simone Calderara, Costantino Grana, Angelo Porrello, Federico Bolelli
2025 A* conf
Update Your Transformer to the Latest Release: Re-Basin of Task Vectors.
ICML
Filippo Rinaldi, Giacomo Capitani, Lorenzo Bonicelli, Donato Crisostomi, Federico Bolelli, Elisa Ficarra, Emanuele Rodolà, Simone Calderara, Angelo Porrello
2025 J jnl
Update Your Transformer to the Latest Release: Re-Basin of Task Vectors.
CoRR
Filippo Rinaldi, Giacomo Capitani, Lorenzo Bonicelli, Donato Crisostomi, Federico Bolelli, Elisa Ficarra, Emanuele Rodolà, Simone Calderara, Angelo Porrello
2024 J jnl
A Graph-Based Multi-Scale Approach With Knowledge Distillation for WSI Classification.
IEEE Trans. Medical Imaging
Gianpaolo Bontempo, Federico Bolelli, Angelo Porrello, Simone Calderara, Elisa Ficarra
2024 — conf
BarBeR - Barcode Benchmark Repository: Implementation and Reproducibility Notes.
RRPR
Enrico Vezzali, Federico Bolelli, Stefano Santi, Costantino Grana
2024 — conf
BarBeR: A Barcode Benchmarking Repository.
ICPR (17)
Enrico Vezzali, Federico Bolelli, Stefano Santi, Costantino Grana
2024 — conf
Beyond the Surface: A Comprehensive Analysis of Implicit Bias in Vision-Language Models.
ECCV Workshops (21)
Giacomo Capitani, Alice Lucarini, Lorenzo Bonicelli, Federico Bolelli, Simone Calderara, Loris Vezzali, Elisa Ficarra
2024 A conf
ClusterFix: A Cluster-Based Debiasing Approach without Protected-Group Supervision.
WACV
Giacomo Capitani, Federico Bolelli, Angelo Porrello, Simone Calderara, Elisa Ficarra
2024 J jnl
Efficient MedSAMs: Segment Anything in Medical Images on Laptop.
CoRR
Jun Ma, Feifei Li, Sumin Kim, Reza Asakereh, Bao-Hiep Le, Dang-Khoa Nguyen-Vu, Alexander Pfefferle, Muxin Wei, Ruochen Gao, Donghang Lyu, Songxiao Yang, Lennart Purucker, Zdravko Marinov, Marius Staring, Haisheng Lu, Thuy Thanh Dao, Xincheng Ye, Zhi Li, Gianluca Brugnara, Philipp Vollmuth, Martha Foltyn-Dumitru, Jaeyoung Cho, Mustafa A. Mahmutoglu, Martin Bendszus, Irada Pflüger, Aditya Rastogi, Dong Ni, Xin Yang, Guang-Quan Zhou, Kaini Wang, Nicholas Heller, Nikolaos Papanikolopoulos, Christopher J. Weight, Yubing Tong, Jayaram K. Udupa, Patrick J. Cahill, Yaqi Wang, Yifan Zhang, Francisco Contijoch, Elliot R. McVeigh, Xin Ye, Shucheng He, Robert Haase, Thomas Pinetz, Alexander Radbruch, Inga Krause, Erich Kobler, Jian He, Yucheng Tang, Haichun Yang, Yuankai Huo, Gongning Luo, Kaisar Kushibar, Jandos Amankulov, Dias Toleshbayev, Amangeldi Mukhamejan, Jan Egger, Antonio Pepe, Christina Gsaxner, Gijs Luijten, Shohei Fujita, Tomohiro Kikuchi, Benedikt Wiestler, Jan S. Kirschke, Ezequiel de la Rosa, Federico Bolelli, Luca Lumetti, Costantino Grana, Kunpeng Xie, Guomin Wu, Behrus Puladi, Carlos Martín-Isla, Karim Lekadir, Víctor M. Campello, Wei Shao, Wayne Brisbane, Hongxu Jiang, Hao Wei, Wu Yuan, Shuangle Li, Yuyin Zhou, Bo Wang
2024 J jnl
Enhancing Patch-Based Learning for the Segmentation of the Mandibular Canal.
IEEE Access
Luca Lumetti, Vittorio Pipoli, Federico Bolelli, Elisa Ficarra, Costantino Grana
2024 — conf
Identifying Impurities in Liquids of Pharmaceutical Vials.
ICPR (17)
Gabriele Rosati, Kevin Marchesini, Luca Lumetti, Federica Sartori, Beatrice Balboni, Filippo Begarani, Luca Vescovi, Federico Bolelli, Costantino Grana
2024 — conf
Investigating the ABCDE Rule in Convolutional Neural Networks.
ICPR (13)
Federico Bolelli, Luca Lumetti, Kevin Marchesini, Ettore Candeloro, Costantino Grana
2024 — conf
Location Matters: Harnessing Spatial Information to Enhance the Segmentation of the Inferior Alveolar Canal in CBCTs.
ICPR (28)
Luca Lumetti, Vittorio Pipoli, Federico Bolelli, Elisa Ficarra, Costantino Grana
2024 — conf
Optimizing Resource Allocation in Public Healthcare: A Machine Learning Approach for Length-of-Stay Prediction.
ICPR (Workshops and Challenges, 2)
Paolo Perliti Scorzoni, Anita Giovanetti, Federico Bolelli, Costantino Grana
2024 J jnl
Taming Mambas for Voxel Level 3D Medical Image Segmentation.
CoRR
Luca Lumetti, Vittorio Pipoli, Kevin Marchesini, Elisa Ficarra, Costantino Grana, Federico Bolelli
2023 — conf
Annotating the Inferior Alveolar Canal: The Ultimate Tool.
ICIAP (1)
Luca Lumetti, Vittorio Pipoli, Federico Bolelli, Costantino Grana
2023 — conf
Buffer-MIL: Robust Multi-instance Learning with a Buffer-Based Approach.
ICIAP (2)
Gianpaolo Bontempo, Luca Lumetti, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra
2023 — conf
DAS-MIL: Distilling Across Scales for MIL Classification of Histological WSIs.
MICCAI (1)
Gianpaolo Bontempo, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra
2023 — conf
Enhancing PFI Prediction with GDS-MIL: A Graph-Based Dual Stream MIL Approach.
ICIAP (1)
Gianpaolo Bontempo, Nicola Bartolini, Marta Lovino, Federico Bolelli, Anni Virtanen, Elisa Ficarra
2023 J jnl
MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision.
CoRR
Jianning Li, Antonio Pepe, Christina Gsaxner, Gijs Luijten, Yuan Jin, Narmada Ambigapathy, Enrico Nasca, Naida Solak, Gian Marco Melito, Afaque R. Memon, Xiaojun Chen, Jan Stefan Kirschke, Ezequiel de la Rosa, Patrick Ferdinand Christ, Hongwei Bran Li, David G. Ellis, Michele R. Aizenberg, Sergios Gatidis, Thomas Küstner, Nadya Shusharina, Nicholas Heller, Vincent Andrearczyk, Adrien Depeursinge, Mathieu Hatt, Anjany Sekuboyina, Maximilian Löffler, Hans Liebl, Reuben Dorent, Tom Vercauteren, Jonathan Shapey, Aaron Kujawa, Stefan Cornelissen, Patrick Langenhuizen, Achraf Ben-Hamadou, Ahmed Rekik, Sergi Pujades, Edmond Boyer, Federico Bolelli, Costantino Grana, Luca Lumetti, Hamidreza Salehi, Jun Ma, Yao Zhang, Ramtin Gharleghi, Susann Beier, Arcot Sowmya, Eduardo A. Garza-Villarreal, Thania Balducci, et al.
2022 — conf
Connected Components Labeling on Bitonal Images.
ICIAP (2)
Federico Bolelli, Stefano Allegretti, Costantino Grana
2022 J jnl
Deep Segmentation of the Mandibular Canal: A New 3D Annotated Dataset of CBCT Volumes.
IEEE Access
Marco Cipriano, Stefano Allegretti, Federico Bolelli, Mattia Di Bartolomeo, Federico Pollastri, Arrigo Pellacani, Paolo Minafra, Alexandre Anesi, Costantino Grana
2022 A* conf
Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation.
CVPR
Marco Cipriano, Stefano Allegretti, Federico Bolelli, Federico Pollastri, Costantino Grana
2022 — conf
Long-Range 3D Self-Attention for MRI Prostate Segmentation.
ISBI
Federico Pollastri, Marco Cipriano, Federico Bolelli, Costantino Grana
2022 J jnl
One DAG to Rule Them All.
IEEE Trans. Pattern Anal. Mach. Intell.
Federico Bolelli, Stefano Allegretti, Costantino Grana
2022 — conf
Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction.
ICIAP Workshops
Federico Bolelli, Stefano Allegretti, Costantino Grana
2022 — ch.
The DeepHealth Toolkit: A Key European Free and Open-Source Software for Deep Learning and Computer Vision Ready to Exploit Heterogeneous HPC and Cloud Architectures.
Technologies and Applications for Big Data Value
Marco Aldinucci, David Atienza, Federico Bolelli, Mónica Caballero, Iacopo Colonnelli, José Flich, Jon Ander Gómez, David González, Costantino Grana, Marco Grangetto, Simone Leo, Pedro López, Dana Oniga, Roberto Paredes, Luca Pireddu, Eduardo Quiñones, Tatiana Silva, Enzo Tartaglione, Marina Zapater
2021 — conf
A Cone Beam Computed Tomography Annotation Tool for Automatic Detection of the Inferior Alveolar Nerve Canal.
VISIGRAPP (4: VISAPP)
Cristian Mercadante, Marco Cipriano, Federico Bolelli, Federico Pollastri, Mattia Di Bartolomeo, Alexandre Anesi, Costantino Grana
2021 — conf
A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes: Implementation and Reproducibility Notes.
RRPR
Federico Bolelli, Stefano Allegretti, Costantino Grana
2021 J jnl
A deep analysis on high-resolution dermoscopic image classification.
IET Comput. Vis.
Federico Pollastri, Mario Parreño, Juan Maroñas, Federico Bolelli, Roberto Paredes, Daniel Ramos, Costantino Grana
2020 B conf
A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes.
ICPR
Maximilian Söchting, Stefano Allegretti, Federico Bolelli, Costantino Grana
2020 J jnl
Augmenting data with GANs to segment melanoma skin lesions.
Multim. Tools Appl.
Federico Pollastri, Federico Bolelli, Roberto Paredes, Costantino Grana
2020 B conf
Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification.
ICPR
Federico Pollastri, Juan Maroñas, Federico Bolelli, Giulia Ligabue, Roberto Paredes, Riccardo Magistroni, Costantino Grana
2020 J jnl
Optimized Block-Based Algorithms to Label Connected Components on GPUs.
IEEE Trans. Parallel Distributed Syst.
Stefano Allegretti, Federico Bolelli, Costantino Grana
2020 — —
Ottimizzazione di Algoritmi per l'Elaborazione di Immagini Binarie.
Federico Bolelli
2020 J jnl
Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling.
IEEE Trans. Image Process.
Federico Bolelli, Stefano Allegretti, Lorenzo Baraldi, Costantino Grana
2020 B conf
Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval.
ICPR
Stefano Allegretti, Federico Bolelli, Federico Pollastri, Sabrina Longhitano, Giovanni Pellacani, Costantino Grana
2020 B conf
The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications.
ICPR
Michele Cancilla, Laura Canalini, Federico Bolelli, Stefano Allegretti, Salvador Carrión, Roberto Paredes, Jon Ander Gómez, Simone Leo, Marco Enrico Piras, Luca Pireddu, Asaf Badouh, Santiago Marco-Sola, Lluc Alvarez, Miquel Moretó, Costantino Grana
2020 J jnl
Toward reliable experiments on the performance of Connected Components Labeling algorithms.
J. Real Time Image Process.
Federico Bolelli, Michele Cancilla, Lorenzo Baraldi, Costantino Grana
2019 — conf
A Block-Based Union-Find Algorithm to Label Connected Components on GPUs.
ICIAP (2)
Stefano Allegretti, Federico Bolelli, Michele Cancilla, Costantino Grana
2019 — conf
How Does Connected Components Labeling with Decision Trees Perform on GPUs?
CAIP (1)
Stefano Allegretti, Federico Bolelli, Michele Cancilla, Federico Pollastri, Laura Canalini, Costantino Grana
2019 — conf
Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs.
ICIAP (2)
Federico Bolelli, Costantino Grana
2019 J jnl
M-VAD Names: a Dataset for Video Captioning with Naming.
CoRR
Stefano Pini, Marcella Cornia, Federico Bolelli, Lorenzo Baraldi, Rita Cucchiara
2019 J jnl
M-VAD names: a dataset for video captioning with naming.
Multim. Tools Appl.
Stefano Pini, Marcella Cornia, Federico Bolelli, Lorenzo Baraldi, Rita Cucchiara
2019 — conf
Skin Lesion Segmentation Ensemble with Diverse Training Strategies.
CAIP (1)
Laura Canalini, Federico Pollastri, Federico Bolelli, Michele Cancilla, Stefano Allegretti, Costantino Grana
2018 C conf
A Hierarchical Quasi-Recurrent approach to Video Captioning.
IPAS
Federico Bolelli, Lorenzo Baraldi, Federico Pollastri, Costantino Grana
2018 B conf
Connected Components Labeling on DRAGs.
ICPR
Federico Bolelli, Lorenzo Baraldi, Michele Cancilla, Costantino Grana
2018 — conf
Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes.
RRPR
Federico Bolelli, Michele Cancilla, Lorenzo Baraldi, Costantino Grana
2018 B conf
Improving Skin Lesion Segmentation with Generative Adversarial Networks.
CBMS
Federico Bolelli, Federico Pollastri, Roberto Paredes Palacios, Costantino Grana
2018 B conf
Monitoring the Effectiveness of Clinical Guidelines: Is the Recommendation Still Valid?
CBMS
Federico Bolelli, Federico Pollastri, Roberto Paredes Palacios
2018 C conf
Optimizing GPU-Based Connected Components Labeling Algorithms.
IPAS
Stefano Allegretti, Federico Bolelli, Michele Cancilla, Costantino Grana
2018 — conf
XDOCS: An Application to Index Historical Documents.
IRCDL
Federico Bolelli, Guido Borghi, Costantino Grana
2017 — conf
Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features.
ICIAP (1)
Federico Bolelli, Guido Borghi, Costantino Grana
2017 — conf
Indexing of Historical Document Images: Ad Hoc Dewarping Technique for Handwritten Text.
IRCDL
Federico Bolelli
2017 — conf
Two More Strategies to Speed Up Connected Components Labeling Algorithms.
ICIAP (2)
Federico Bolelli, Michele Cancilla, Costantino Grana
2016 B conf
Optimized Connected Components Labeling with Pixel Prediction.
ACIVS
Costantino Grana, Lorenzo Baraldi, Federico Bolelli
2016 B conf
YACCLAB - Yet Another Connected Components Labeling Benchmark.
ICPR
Costantino Grana, Federico Bolelli, Lorenzo Baraldi, Roberto Vezzani