Federico Bolelli

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 43

Top Topics

Handwritten Text

Computed Tomography

Connected Components

Top Venues

Publications

Gianpaolo Bontempo, Federico Bolelli, Angelo Porrello, Simone Calderara, Elisa Ficarra
A Graph-Based Multi-Scale Approach With Knowledge Distillation for WSI Classification. IEEE Trans. Medical Imaging 43 (4) (2024)
Giacomo Capitani, Federico Bolelli, Angelo Porrello, Simone Calderara, Elisa Ficarra
ClusterFix: A Cluster-Based Debiasing Approach without Protected-Group Supervision. WACV (2024)
Luca Lumetti, Vittorio Pipoli, Federico Bolelli, Elisa Ficarra, Costantino Grana
Enhancing Patch-Based Learning for the Segmentation of the Mandibular Canal. IEEE Access 12 (2024)
Gianpaolo Bontempo, Luca Lumetti, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra
Buffer-MIL: Robust Multi-instance Learning with a Buffer-Based Approach. ICIAP (2) (2023)
Gianpaolo Bontempo, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra
DAS-MIL: Distilling Across Scales for MIL Classification of Histological WSIs. MICCAI (1) (2023)
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 Ferndinand 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.
MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision. CoRR (2023)
Luca Lumetti, Vittorio Pipoli, Federico Bolelli, Costantino Grana
Annotating the Inferior Alveolar Canal: The Ultimate Tool. ICIAP (1) (2023)
Gianpaolo Bontempo, Nicola Bartolini, Marta Lovino, Federico Bolelli, Anni Virtanen, Elisa Ficarra
Enhancing PFI Prediction with GDS-MIL: A Graph-Based Dual Stream MIL Approach. ICIAP (1) (2023)
Marco Cipriano, Stefano Allegretti, Federico Bolelli, Mattia Di Bartolomeo, Federico Pollastri, Arrigo Pellacani, Paolo Minafra, Alexandre Anesi, Costantino Grana
Deep Segmentation of the Mandibular Canal: A New 3D Annotated Dataset of CBCT Volumes. IEEE Access 10 (2022)
Marco Cipriano, Stefano Allegretti, Federico Bolelli, Federico Pollastri, Costantino Grana
Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation. CVPR (2022)
Federico Pollastri, Marco Cipriano, Federico Bolelli, Costantino Grana
Long-Range 3D Self-Attention for MRI Prostate Segmentation. ISBI (2022)
Federico Bolelli, Stefano Allegretti, Costantino Grana
Connected Components Labeling on Bitonal Images. ICIAP (2) (2022)
Federico Bolelli, Stefano Allegretti, Costantino Grana
Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction. ICIAP Workshops (2022)
Federico Bolelli, Stefano Allegretti, Costantino Grana
One DAG to Rule Them All. IEEE Trans. Pattern Anal. Mach. Intell. 44 (7) (2022)
Cristian Mercadante, Marco Cipriano, Federico Bolelli, Federico Pollastri, Mattia Di Bartolomeo, Alexandre Anesi, Costantino Grana
A Cone Beam Computed Tomography Annotation Tool for Automatic Detection of the Inferior Alveolar Nerve Canal. VISIGRAPP (4: VISAPP) (2021)
Federico Pollastri, Mario Parreño, Juan Maroñas, Federico Bolelli, Roberto Paredes, Daniel Ramos, Costantino Grana
A deep analysis on high-resolution dermoscopic image classification. IET Comput. Vis. 15 (7) (2021)
Federico Bolelli, Stefano Allegretti, Costantino Grana
A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes: Implementation and Reproducibility Notes. RRPR (2021)
Stefano Allegretti, Federico Bolelli, Federico Pollastri, Sabrina Longhitano, Giovanni Pellacani, Costantino Grana
Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval. ICPR (2020)
Stefano Allegretti, Federico Bolelli, Costantino Grana
Optimized Block-Based Algorithms to Label Connected Components on GPUs. IEEE Trans. Parallel Distributed Syst. 31 (2) (2020)
Federico Bolelli, Stefano Allegretti, Lorenzo Baraldi, Costantino Grana
Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling. IEEE Trans. Image Process. 29 (2020)
Federico Pollastri, Federico Bolelli, Roberto Paredes, Costantino Grana
Augmenting data with GANs to segment melanoma skin lesions. Multim. Tools Appl. 79 (21-22) (2020)
Maximilian Söchting, Stefano Allegretti, Federico Bolelli, Costantino Grana
A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes. ICPR (2020)
Federico Pollastri, Juan Maroñas, Federico Bolelli, Giulia Ligabue, Roberto Paredes, Riccardo Magistroni, Costantino Grana
Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification. ICPR (2020)
Federico Bolelli, Michele Cancilla, Lorenzo Baraldi, Costantino Grana
Toward reliable experiments on the performance of Connected Components Labeling algorithms. J. Real Time Image Process. 17 (2) (2020)
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
The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications. ICPR (2020)
Stefano Pini, Marcella Cornia, Federico Bolelli, Lorenzo Baraldi, Rita Cucchiara
M-VAD Names: a Dataset for Video Captioning with Naming. CoRR (2019)
Stefano Allegretti, Federico Bolelli, Michele Cancilla, Federico Pollastri, Laura Canalini, Costantino Grana
How Does Connected Components Labeling with Decision Trees Perform on GPUs? CAIP (1) (2019)
Laura Canalini, Federico Pollastri, Federico Bolelli, Michele Cancilla, Stefano Allegretti, Costantino Grana
Skin Lesion Segmentation Ensemble with Diverse Training Strategies. CAIP (1) (2019)
Stefano Pini, Marcella Cornia, Federico Bolelli, Lorenzo Baraldi, Rita Cucchiara
M-VAD names: a dataset for video captioning with naming. Multim. Tools Appl. 78 (10) (2019)
Stefano Allegretti, Federico Bolelli, Michele Cancilla, Costantino Grana
A Block-Based Union-Find Algorithm to Label Connected Components on GPUs. ICIAP (2) (2019)
Federico Bolelli, Costantino Grana
Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs. ICIAP (2) (2019)
Federico Bolelli, Federico Pollastri, Roberto Paredes Palacios
Monitoring the Effectiveness of Clinical Guidelines: Is the Recommendation Still Valid? CBMS (2018)
Stefano Allegretti, Federico Bolelli, Michele Cancilla, Costantino Grana
Optimizing GPU-Based Connected Components Labeling Algorithms. IPAS (2018)
Federico Bolelli, Guido Borghi, Costantino Grana
XDOCS: An Application to Index Historical Documents. IRCDL (2018)
Federico Bolelli, Lorenzo Baraldi, Michele Cancilla, Costantino Grana
Connected Components Labeling on DRAGs. ICPR (2018)
Federico Bolelli, Lorenzo Baraldi, Federico Pollastri, Costantino Grana
A Hierarchical Quasi-Recurrent approach to Video Captioning. IPAS (2018)
Federico Bolelli, Michele Cancilla, Lorenzo Baraldi, Costantino Grana
Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes. RRPR (2018)
Federico Bolelli, Federico Pollastri, Roberto Paredes Palacios, Costantino Grana
Improving Skin Lesion Segmentation with Generative Adversarial Networks. CBMS (2018)
Federico Bolelli, Michele Cancilla, Costantino Grana
Two More Strategies to Speed Up Connected Components Labeling Algorithms. ICIAP (2) (2017)
Federico Bolelli, Guido Borghi, Costantino Grana
Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features. ICIAP (1) (2017)
Federico Bolelli
Indexing of Historical Document Images: Ad Hoc Dewarping Technique for Handwritten Text. IRCDL (2017)
Costantino Grana, Federico Bolelli, Lorenzo Baraldi, Roberto Vezzani
YACCLAB - Yet Another Connected Components Labeling Benchmark. ICPR (2016)
Costantino Grana, Lorenzo Baraldi, Federico Bolelli
Optimized Connected Components Labeling with Pixel Prediction. ACIVS (2016)