Optimized Connected Components Labeling with Pixel Prediction. - Costantino Grana; Lorenzo Baraldi 001; Federico Bolelli (ACIVS, 2016)

YACCLAB - Yet Another Connected Components Labeling Benchmark. - Costantino Grana; Federico Bolelli; Lorenzo Baraldi 001; Roberto Vezzani (ICPR, 2016)

Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features. - Federico Bolelli; Guido Borghi; Costantino Grana (ICIAP (1), 2017)

Two More Strategies to Speed Up Connected Components Labeling Algorithms. - Federico Bolelli; Michele Cancilla; Costantino Grana (ICIAP (2), 2017)

Indexing of Historical Document Images: Ad Hoc Dewarping Technique for Handwritten Text. - Federico Bolelli (IRCDL, 2017)

Monitoring the Effectiveness of Clinical Guidelines: Is the Recommendation Still Valid? - Federico Bolelli; Federico Pollastri; Roberto Paredes Palacios (CBMS, 2018)

Improving Skin Lesion Segmentation with Generative Adversarial Networks. - Federico Bolelli; Federico Pollastri; Roberto Paredes Palacios; Costantino Grana (CBMS, 2018)

Connected Components Labeling on DRAGs. - Federico Bolelli; Lorenzo Baraldi 001; Michele Cancilla; Costantino Grana (ICPR, 2018)

Optimizing GPU-Based Connected Components Labeling Algorithms. - Stefano Allegretti; Federico Bolelli; Michele Cancilla; Costantino Grana (IPAS, 2018)

A Hierarchical Quasi-Recurrent approach to Video Captioning. - Federico Bolelli; Lorenzo Baraldi 001; Federico Pollastri; Costantino Grana (IPAS, 2018)

XDOCS: An Application to Index Historical Documents. - Federico Bolelli; Guido Borghi; Costantino Grana (IRCDL, 2018)

Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes. - Federico Bolelli; Michele Cancilla; Lorenzo Baraldi 001; Costantino Grana (RRPR, 2018)

How Does Connected Components Labeling with Decision Trees Perform on GPUs? - Stefano Allegretti; Federico Bolelli; Michele Cancilla; Federico Pollastri; Laura Canalini; Costantino Grana (CAIP (1), 2019)

Skin Lesion Segmentation Ensemble with Diverse Training Strategies. - Laura Canalini; Federico Pollastri; Federico Bolelli; Michele Cancilla; Stefano Allegretti; Costantino Grana (CAIP (1), 2019)

A Block-Based Union-Find Algorithm to Label Connected Components on GPUs. - Stefano Allegretti; Federico Bolelli; Michele Cancilla; Costantino Grana (ICIAP (2), 2019)

Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs. - Federico Bolelli; Costantino Grana (ICIAP (2), 2019)

M-VAD names: a dataset for video captioning with naming. - Stefano Pini; Marcella Cornia; Federico Bolelli; Lorenzo Baraldi 001; Rita Cucchiara (Multim. Tools Appl., 2019)

Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval. - Stefano Allegretti; Federico Bolelli; Federico Pollastri; Sabrina Longhitano; Giovanni Pellacani; Costantino Grana (ICPR, 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; et al. (ICPR, 2020)

Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification. - Federico Pollastri; Juan Maroñas; Federico Bolelli; Giulia Ligabue; Roberto Paredes; Riccardo Magistroni; Costantino Grana (ICPR, 2020)

A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes. - Maximilian Söchting; Stefano Allegretti; Federico Bolelli; Costantino Grana (ICPR, 2020)

Toward reliable experiments on the performance of Connected Components Labeling algorithms. - Federico Bolelli; Michele Cancilla; Lorenzo Baraldi 001; Costantino Grana (J. Real Time Image Process., 2020)

Augmenting data with GANs to segment melanoma skin lesions. - Federico Pollastri; Federico Bolelli; Roberto Paredes; Costantino Grana (Multim. Tools Appl., 2020)

Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling. - Federico Bolelli; Stefano Allegretti; Lorenzo Baraldi 001; Costantino Grana (IEEE Trans. Image Process., 2020)

Optimized Block-Based Algorithms to Label Connected Components on GPUs. - Stefano Allegretti; Federico Bolelli; Costantino Grana (IEEE Trans. Parallel Distributed Syst., 2020)

A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes: Implementation and Reproducibility Notes. - Federico Bolelli; Stefano Allegretti; Costantino Grana (RRPR, 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 (VISIGRAPP (4: VISAPP), 2021)

A deep analysis on high-resolution dermoscopic image classification. - Federico Pollastri; Mario Parreño; Juan Maroñas; Federico Bolelli; Roberto Paredes; Daniel Ramos 001; Costantino Grana (IET Comput. Vis., 2021)

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 001; et al. (Technologies and Applications for Big Data Value, 2022)

Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation. - Marco Cipriano; Stefano Allegretti; Federico Bolelli; Federico Pollastri; Costantino Grana (CVPR, 2022)

Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction. - Federico Bolelli; Stefano Allegretti; Costantino Grana (ICIAP Workshops, 2022)

Connected Components Labeling on Bitonal Images. - Federico Bolelli; Stefano Allegretti; Costantino Grana (ICIAP (2), 2022)

Long-Range 3D Self-Attention for MRI Prostate Segmentation. - Federico Pollastri; Marco Cipriano; Federico Bolelli; Costantino Grana (ISBI, 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)

One DAG to Rule Them All. - Federico Bolelli; Stefano Allegretti; Costantino Grana (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

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 (ICIAP (1), 2023)

Buffer-MIL: Robust Multi-instance Learning with a Buffer-Based Approach. - Gianpaolo Bontempo; Luca Lumetti; Angelo Porrello; Federico Bolelli; Simone Calderara; Elisa Ficarra (ICIAP (2), 2023)

Annotating the Inferior Alveolar Canal: The Ultimate Tool. - Luca Lumetti; Vittorio Pipoli; Federico Bolelli; Costantino Grana (ICIAP (1), 2023)

DAS-MIL: Distilling Across Scales for MIL Classification of Histological WSIs. - Gianpaolo Bontempo; Angelo Porrello; Federico Bolelli; Simone Calderara; Elisa Ficarra (MICCAI (1), 2023)

MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision. - Jianning Li 002; Antonio Pepe 003; Christina Gsaxner; Gijs Luijten; Yuan Jin; Narmada Ambigapathy; Enrico Nasca; Naida Solak; Gian Marco Melito; Afaque R. Memon; Xiaojun Chen 003; Jan Stefan Kirschke; et al. (CoRR, 2023)

Beyond the Surface: A Comprehensive Analysis of Implicit Bias in Vision-Language Models. - Giacomo Capitani; Alice Lucarini; Lorenzo Bonicelli; Federico Bolelli; Simone Calderara; Loris Vezzali; Elisa Ficarra (ECCV Workshops (21), 2024)

Investigating the ABCDE Rule in Convolutional Neural Networks. - Federico Bolelli; Luca Lumetti; Kevin Marchesini; Ettore Candeloro; Costantino Grana (ICPR (13), 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 (ICPR (28), 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 (ICPR (17), 2024)

Optimizing Resource Allocation in Public Healthcare: A Machine Learning Approach for Length-of-Stay Prediction. - Paolo Perliti Scorzoni; Anita Giovanetti; Federico Bolelli; Costantino Grana (ICPR (Workshops and Challenges, 2), 2024)

BarBeR: A Barcode Benchmarking Repository. - Enrico Vezzali; Federico Bolelli; Stefano Santi; Costantino Grana (ICPR (17), 2024)

ClusterFix: A Cluster-Based Debiasing Approach without Protected-Group Supervision. - Giacomo Capitani; Federico Bolelli; Angelo Porrello; Simone Calderara; Elisa Ficarra (WACV, 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)

Taming Mambas for Voxel Level 3D Medical Image Segmentation. - Luca Lumetti; Vittorio Pipoli; Kevin Marchesini; Elisa Ficarra; Costantino Grana; Federico Bolelli (CoRR, 2024)

Efficient MedSAMs: Segment Anything in Medical Images on Laptop. - Jun Ma 016; 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; et al. (CoRR, 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, 2024)

Segmenting Maxillofacial Structures in CBCT Volumes. - Federico Bolelli; Kevin Marchesini; Niels van Nistelrooij; Luca Lumetti; Vittorio Pipoli; Elisa Ficarra; Shankeeth Vinayahalingam; Costantino Grana (CVPR, 2025)

Accurate 3D Medical Image Segmentation with Mambas. - Luca Lumetti; Vittorio Pipoli; Kevin Marchesini; Elisa Ficarra; Costantino Grana; Federico Bolelli (ISBI, 2025)

Towards Unbiased Continual Learning: Avoiding Forgetting in the Presence of Spurious Correlations. - Giacomo Capitani; Lorenzo Bonicelli; Angelo Porrello; Federico Bolelli; Simone Calderara; Elisa Ficarra (WACV, 2025)

Semantically Conditioned Prompts for Visual Recognition Under Missing Modality Scenarios. - Vittorio Pipoli; Federico Bolelli; Sara Sarto; Marcella Cornia; Lorenzo Baraldi 002; Costantino Grana; Rita Cucchiara; Elisa Ficarra (WACV, 2025)

Taming Mambas for 3D Medical Image Segmentation. - Luca Lumetti; Vittorio Pipoli; Kevin Marchesini; Elisa Ficarra; Costantino Grana; Federico Bolelli (IEEE Access, 2025)

State-of-the-art review and benchmarking of barcode localization methods. - Enrico Vezzali; Federico Bolelli; Stefano Santi; Costantino Grana (Eng. Appl. Artif. Intell., 2025)

Segmenting the Inferior Alveolar Canal in CBCTs Volumes: The ToothFairy Challenge. - 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 003; Tao Yang 037; et al. (IEEE Trans. Medical Imaging, 2025)

Update Your Transformer to the Latest Release: Re-Basin of Task Vectors. - Filippo Rinaldi; Giacomo Capitani; Lorenzo Bonicelli; Donato Crisostomi; Federico Bolelli; Elisa Ficarra; Emanuele Rodolà; Simone Calderara; Angelo Porrello (CoRR, 2025)