Federico Bolelli

According to our database, Federico Bolelli authored at least 48 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Graph-Based Multi-Scale Approach With Knowledge Distillation for WSI Classification.

Gianpaolo Bontempo, Federico Bolelli, Angelo Porrello, Simone Calderara, Elisa Ficarra

IEEE Trans. Medical Imaging, April, 2024

Taming Mambas for Voxel Level 3D Medical Image Segmentation.

Luca Lumetti, Vittorio Pipoli, Kevin Marchesini, Elisa Ficarra, Costantino Grana, Federico Bolelli

CoRR, 2024

Enhancing Patch-Based Learning for the Segmentation of the Mandibular Canal.

Luca Lumetti, Vittorio Pipoli, Federico Bolelli, Elisa Ficarra, Costantino Grana

IEEE Access, 2024

ClusterFix: A Cluster-Based Debiasing Approach without Protected-Group Supervision.

Giacomo Capitani, Federico Bolelli, Angelo Porrello, Simone Calderara, Elisa Ficarra

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

BarBeR: A Barcode Benchmarking Repository.

Enrico Vezzali, Federico Bolelli, Stefano Santi, Costantino Grana

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Identifying Impurities in Liquids of Pharmaceutical Vials.

Gabriele Rosati, Kevin Marchesini, Luca Lumetti, Federica Sartori, Beatrice Balboni, Filippo Begarani, Luca Vescovi, Federico Bolelli, Costantino Grana

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Location Matters: Harnessing Spatial Information to Enhance the Segmentation of the Inferior Alveolar Canal in CBCTs.

Luca Lumetti, Vittorio Pipoli, Federico Bolelli, Elisa Ficarra, Costantino Grana

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Investigating the ABCDE Rule in Convolutional Neural Networks.

Federico Bolelli, Luca Lumetti, Kevin Marchesini, Ettore Candeloro, Costantino Grana

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision.

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.

CoRR, 2023

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

Gianpaolo Bontempo, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Annotating the Inferior Alveolar Canal: The Ultimate Tool.

Luca Lumetti, Vittorio Pipoli, Federico Bolelli, Costantino Grana

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Buffer-MIL: Robust Multi-instance Learning with a Buffer-Based Approach.

Gianpaolo Bontempo, Luca Lumetti, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Enhancing PFI Prediction with GDS-MIL: A Graph-Based Dual Stream MIL Approach.

Gianpaolo Bontempo, Nicola Bartolini, Marta Lovino, Federico Bolelli, Anni Virtanen, Elisa Ficarra

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022

One DAG to Rule Them All.

Federico Bolelli, Stefano Allegretti, Costantino Grana

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Deep Segmentation of the Mandibular Canal: A New 3D Annotated Dataset of CBCT Volumes.

Marco Cipriano, Stefano Allegretti, Federico Bolelli, Mattia Di Bartolomeo, Federico Pollastri, Arrigo Pellacani, Paolo Minafra, Alexandre Anesi, Costantino Grana

IEEE Access, 2022

Long-Range 3D Self-Attention for MRI Prostate Segmentation.

Federico Pollastri, Marco Cipriano, Federico Bolelli, Costantino Grana

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Connected Components Labeling on Bitonal Images.

Federico Bolelli, Stefano Allegretti, Costantino Grana

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction.

Federico Bolelli, Stefano Allegretti, Costantino Grana

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation.

Marco Cipriano, Stefano Allegretti, Federico Bolelli, Federico Pollastri, Costantino Grana

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

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.

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

Proceedings of the Technologies and Applications for Big Data Value, 2022

2021

A deep analysis on high-resolution dermoscopic image classification.

Federico Pollastri, Mario Parreño, Juan Maroñas, Federico Bolelli, Roberto Paredes, Daniel Ramos, Costantino Grana

IET Comput. Vis., 2021

A Cone Beam Computed Tomography Annotation Tool for Automatic Detection of the Inferior Alveolar Nerve Canal.

Cristian Mercadante, Marco Cipriano, Federico Bolelli, Federico Pollastri, Mattia Di Bartolomeo, Alexandre Anesi, Costantino Grana

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes: Implementation and Reproducibility Notes.

Federico Bolelli, Stefano Allegretti, Costantino Grana

Proceedings of the Reproducible Research in Pattern Recognition, 2021

2020

Optimized Block-Based Algorithms to Label Connected Components on GPUs.

Stefano Allegretti, Federico Bolelli, Costantino Grana

IEEE Trans. Parallel Distributed Syst., 2020

Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling.

Federico Bolelli, Stefano Allegretti, Lorenzo Baraldi, Costantino Grana

IEEE Trans. Image Process., 2020

Augmenting data with GANs to segment melanoma skin lesions.

Federico Pollastri, Federico Bolelli, Roberto Paredes, Costantino Grana

Multim. Tools Appl., 2020

Toward reliable experiments on the performance of Connected Components Labeling algorithms.

Federico Bolelli, Michele Cancilla, Lorenzo Baraldi, Costantino Grana

J. Real Time Image Process., 2020

A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes.

Maximilian Söchting, Stefano Allegretti, Federico Bolelli, Costantino Grana

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification.

Federico Pollastri, Juan Maroñas, Federico Bolelli, Giulia Ligabue, Roberto Paredes, Riccardo Magistroni, Costantino Grana

Proceedings of the 25th International Conference on Pattern Recognition, 2020

The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications.

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

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval.

Stefano Allegretti, Federico Bolelli, Federico Pollastri, Sabrina Longhitano, Giovanni Pellacani, Costantino Grana

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

M-VAD names: a dataset for video captioning with naming.

Stefano Pini, Marcella Cornia, Federico Bolelli, Lorenzo Baraldi, Rita Cucchiara

Multim. Tools Appl., 2019

Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs.

Federico Bolelli, Costantino Grana

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

A Block-Based Union-Find Algorithm to Label Connected Components on GPUs.

Stefano Allegretti, Federico Bolelli, Michele Cancilla, Costantino Grana

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Skin Lesion Segmentation Ensemble with Diverse Training Strategies.

Laura Canalini, Federico Pollastri, Federico Bolelli, Michele Cancilla, Stefano Allegretti, Costantino Grana

Proceedings of the Computer Analysis of Images and Patterns, 2019

How Does Connected Components Labeling with Decision Trees Perform on GPUs?

Stefano Allegretti, Federico Bolelli, Michele Cancilla, Federico Pollastri, Laura Canalini, Costantino Grana

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes.

Federico Bolelli, Michele Cancilla, Lorenzo Baraldi, Costantino Grana

Proceedings of the Reproducible Research in Pattern Recognition, 2018

XDOCS: An Application to Index Historical Documents.

Federico Bolelli, Guido Borghi, Costantino Grana

Proceedings of the Digital Libraries and Multimedia Archives, 2018

A Hierarchical Quasi-Recurrent approach to Video Captioning.

Federico Bolelli, Lorenzo Baraldi, Federico Pollastri, Costantino Grana

Proceedings of the IEEE International Conference on Image Processing, 2018

Optimizing GPU-Based Connected Components Labeling Algorithms.

Stefano Allegretti, Federico Bolelli, Michele Cancilla, Costantino Grana

Proceedings of the IEEE International Conference on Image Processing, 2018

Connected Components Labeling on DRAGs.

Federico Bolelli, Lorenzo Baraldi, Michele Cancilla, Costantino Grana

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Improving Skin Lesion Segmentation with Generative Adversarial Networks.

Federico Bolelli, Federico Pollastri, Roberto Paredes Palacios, Costantino Grana

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

Monitoring the Effectiveness of Clinical Guidelines: Is the Recommendation Still Valid?

Federico Bolelli, Federico Pollastri, Roberto Paredes Palacios

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

Indexing of Historical Document Images: Ad Hoc Dewarping Technique for Handwritten Text.

Federico Bolelli

Proceedings of the Digital Libraries and Archives, 2017

Two More Strategies to Speed Up Connected Components Labeling Algorithms.

Federico Bolelli, Michele Cancilla, Costantino Grana

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features.

Federico Bolelli, Guido Borghi, Costantino Grana

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

2016

YACCLAB - Yet Another Connected Components Labeling Benchmark.

Costantino Grana, Federico Bolelli, Lorenzo Baraldi, Roberto Vezzani

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Optimized Connected Components Labeling with Pixel Prediction.

Costantino Grana, Lorenzo Baraldi, Federico Bolelli

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016