Detecting Objects, Shadows and Ghosts in Video Streams by Exploiting Color and Motion Information. - Rita Cucchiara; Costantino Grana; Andrea Prati 001; Massimo Piccardi (ICIAP, 2001)

Building the Topological Tree by Recursive FCM Color Clustering. - Rita Cucchiara; Costantino Grana; Andrea Prati 001; Stefania Seidenari; Giovanni Pellacani (ICPR (1), 2002)

Semantic transcoding for live video server. - Rita Cucchiara; Costantino Grana; Andrea Prati 001 (ACM Multimedia, 2002)

A Hough transform-based method for radial lens distortion correction. - Rita Cucchiara; Costantino Grana; Andrea Prati 001; Roberto Vezzani (ICIAP, 2003)

Semantic Video Transcoding Using Classes of Relevance. - Rita Cucchiara; Costantino Grana; Andrea Prati 001 (Int. J. Image Graph., 2003)

Detecting Moving Objects, Ghosts, and Shadows in Video Streams. - Rita Cucchiara; Costantino Grana; Massimo Piccardi; Andrea Prati 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2003)

A New Algorithm for Border Description of Polarized Light Surface Microscopic Images of Pigmented Skin Lesions. - Costantino Grana; Giovanni Pellacani; Rita Cucchiara; Stefania Seidenari (IEEE Trans. Medical Imaging, 2003)

Probabilistic People Tracking for Occlusion Handling. - Rita Cucchiara; Costantino Grana; Giovanni Tardini; Roberto Vezzani (ICPR (1), 2004)

Color Calibration for a Dermatological Video Camera System. - Costantino Grana; Giovanni Pellacani; Stefania Seidenari; Rita Cucchiara (ICPR (3), 2004)

Shot Detection and Motion Analysis for Automatic MPEG-7 Annotation of Sports Videos. - Giovanni Tardini; Costantino Grana; Rossano Marchi; Rita Cucchiara (ICIAP, 2005)

MPEG-7 Compliant Shot Detection in Sport Videos. - Costantino Grana; Giovanni Tardini; Rita Cucchiara (ISM, 2005)

Probabilistic posture classification for Human-behavior analysis. - Rita Cucchiara; Costantino Grana; Andrea Prati 001; Roberto Vezzani (IEEE Trans. Syst. Man Cybern. Part A, 2005)

Line Detection and Texture Characterization of Network Patterns. - Costantino Grana; Rita Cucchiara; Giovanni Pellacani; Stefania Seidenari (ICPR (2), 2006)

Performance of the MPEG-7 Shape Spectrum Descriptor for 3D Objects Retrieval. - Costantino Grana; Rita Cucchiara (IRCDL, 2006)

Sub-Shot Summarization for MPEG-7 based Fast Browsing. - Costantino Grana; Rita Cucchiara (IRCDL, 2006)

A Semi-Automatic Video Annotation tool with MPEG-7 Content Collections. - Roberto Vezzani; Costantino Grana; Daniele Bulgarelli; Rita Cucchiara (ISM, 2006)

Distance transform for automatic dermatologic images composition. - Costantino Grana; Giovanni Pellacani; Stefania Seidenari; Rita Cucchiara (Image Processing, 2006)

Comparison of color clustering algorithms for segmentation of dermatological images. - Rudy Melli; Costantino Grana; Rita Cucchiara (Image Processing, 2006)

MOM: multimedia ontology manager. A framework for automatic annotation and semantic retrieval of video sequences. - Marco Bertini 001; Alberto Del Bimbo; Carlo Torniai; Rita Cucchiara; Costantino Grana (ACM Multimedia, 2006)

PEANO: pictorial enriched annotation of video. - Costantino Grana; Roberto Vezzani; Daniele Bulgarelli; Giovanni Gualdi; Rita Cucchiara; Marco Bertini 001; Carlo Torniai; Alberto Del Bimbo (ACM Multimedia, 2006)

University of Modena and Reggio Emilia at TRECVID 2006. - Costantino Grana; Roberto Vezzani; Rita Cucchiara (TRECVID, 2006)

Enhancing HSV histograms with achromatic points detection for video retrieval. - Costantino Grana; Roberto Vezzani; Rita Cucchiara (CIVR, 2007)

Similarity-Based Retrieval with MPEG-7 3D Descriptors: Performance Evaluation on the Princeton Shape Benchmark. - Costantino Grana; Matteo Davolio; Rita Cucchiara (DELOS, 2007)

Prototypes Selection with Context Based Intra-class Clustering for Video Annotation with Mpeg7 Features. - Costantino Grana; Roberto Vezzani; Rita Cucchiara (DELOS, 2007)

Video Shots Comparison using the Mallows Distance. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (DEXA Workshops, 2007)

Network patterns recognition for automatic dermatologic images classification. - Costantino Grana; Vanini Daniele; Giovanni Pellacani; Stefania Seidenari; Rita Cucchiara (Image Processing, 2007)

Dynamic pictorial ontologies for video digital libraries annotation. - Marco Bertini 001; Alberto Del Bimbo; Carlo Torniai; Costantino Grana; Rita Cucchiara (MS, 2007)

Compressed Domain Features Extraction for Shot Characterization. - Costantino Grana; Roberto Vezzani; Daniele Borghesani; Rita Cucchiara (KAMC, 2007)

Linear Transition Detection as a Unified Shot Detection Approach. - Costantino Grana; Rita Cucchiara (IEEE Trans. Circuits Syst. Video Technol., 2007)

Describing texture directions with Von Mises distributions. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (ICPR, 2008)

"Inside the bible": segmentation, annotation and retrieval for a new browsing experience. - Costantino Grana; Daniele Borghesani; Simone Calderara; Rita Cucchiara (Multimedia Information Retrieval, 2008)

Optimal Decision Tree Synthesis for Efficient Neighborhood Computation. - Costantino Grana; Daniele Borghesani (AI*IA, 2009)

Picture extraction from digitized historical manuscripts. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (CIVR, 2009)

Color Features Performance Comparison for Image Retrieval. - Daniele Borghesani; Costantino Grana; Rita Cucchiara (ICIAP, 2009)

Connected Component Labeling Techniques on Modern Architectures. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (ICIAP, 2009)

Fast block based connected components labeling. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (ICIP, 2009)

Automatic Analysis of Historical Manuscripts. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (PRIS, 2009)

Dynamic Pictorially Enriched Ontologies for Digital Video Libraries. - Marco Bertini 001; Alberto Del Bimbo; Giuseppe Serra 001; Carlo Torniai; Rita Cucchiara; Costantino Grana; Roberto Vezzani (IEEE Multim., 2009)

High Performance Connected Components Labeling on FPGA. - Costantino Grana; Daniele Borghesani; Paolo Santinelli; Rita Cucchiara (DEXA Workshops, 2010)

Decision Trees for Fast Thinning Algorithms. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (ICPR, 2010)

Improving Classification and Retrieval of Illuminated Manuscript with Semantic Information. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (IRCDL, 2010)

Surfing on artistic documents with visually assisted tagging. - Daniele Borghesani; Costantino Grana; Rita Cucchiara (ACM Multimedia, 2010)

Rerum novarum: interactive exploration of illuminated manuscripts. - Daniele Borghesani; Costantino Grana; Rita Cucchiara (ACM Multimedia, 2010)

Bag-of-words classification of miniature illustrations. - Costantino Grana; Daniele Borghesani; Giovanni Gualdi; Rita Cucchiara (WIAMIS, 2010)

Optimized Block-Based Connected Components Labeling With Decision Trees. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (IEEE Trans. Image Process., 2010)

Feature Space Warping Relevance Feedback with Transductive Learning. - Daniele Borghesani; Dalia Coppi; Costantino Grana; Simone Calderara; Rita Cucchiara (ACIVS, 2011)

Optimal Decision Trees Generation from OR-Decision Tables. - Costantino Grana; Manuela Montangero; Daniele Borghesani; Rita Cucchiara (ICIAP (1), 2011)

Relevance feedback strategies for artistic image collections tagging. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (ICMR, 2011)

Towards Artistic Collections Navigation Tools Based on Relevance Feedback. - Daniele Borghesani; Costantino Grana; Rita Cucchiara (MM4CH, 2011)

Multimedia for Cultural Heritage: Key Issues. - Rita Cucchiara; Costantino Grana; Daniele Borghesani; Maristella Agosti; Andrew D. Bagdanov (MM4CH, 2011)

Automatic segmentation of digitalized historical manuscripts. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (Multim. Tools Appl., 2011)

Probabilistic people tracking with appearance models and occlusion classification: The AD-HOC system. - Roberto Vezzani; Costantino Grana; Rita Cucchiara (Pattern Recognit. Lett., 2011)

A Human vs. Machine Challenge in Fashion Color Classification. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (ECCV Workshops (3), 2012)

Class-Based Color Bag of Words for Fashion Retrieval. - Costantino Grana; Daniele Borghesani; Rita Cucchiara (ICME, 2012)

2D images map warping for improved user interaction. - Daniele Borghesani; Costantino Grana; Rita Cucchiara (ICPR, 2012)

Learning non-target items for interesting clothes segmentation in fashion images. - Costantino Grana; Simone Calderara; Daniele Borghesani; Rita Cucchiara (ICPR, 2012)

Veiling Luminance estimation on FPGA-based embedded smart camera. - Costantino Grana; Daniele Borghesani; Paolo Santinelli; Rita Cucchiara (Intelligent Vehicles Symposium, 2012)

Relevance Feedback as an Interactive Navigation Tool. - Daniele Borghesani; Costantino Grana; Rita Cucchiara (VISAPP (2), 2012)

Guest Editorial. - Rita Cucchiara; Costantino Grana (J. Multim., 2012)

Optimal decision trees for local image processing algorithms. - Costantino Grana; Manuela Montangero; Daniele Borghesani (Pattern Recognit. Lett., 2012)

UNIMORE at ImageCLEF 2013: Scalable Concept Image Annotation. - Costantino Grana; Giuseppe Serra 001; Marco Manfredi; Rita Cucchiara; Riccardo Martoglia; Federica Mandreoli (CLEF (Working Notes), 2013)

A fast approach for integrating ORB descriptors in the bag of words model. - Costantino Grana; Daniele Borghesani; Marco Manfredi; Rita Cucchiara (Multimedia Content and Mobile Devices, 2013)

Lightweight sign recognition for mobile devices. - Michele Fornaciari; Andrea Prati 001; Costantino Grana; Rita Cucchiara (ICDSC, 2013)

Image Classification with Multivariate Gaussian Descriptors. - Costantino Grana; Giuseppe Serra 001; Marco Manfredi; Rita Cucchiara (ICIAP (2), 2013)

Automatic Single-Image People Segmentation and Removal for Cultural Heritage Imaging. - Marco Manfredi; Costantino Grana; Rita Cucchiara (ICIAP Workshops, 2013)

Modeling local descriptors with multivariate gaussians for object and scene recognition. - Giuseppe Serra 001; Costantino Grana; Marco Manfredi; Rita Cucchiara (ACM Multimedia, 2013)

Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives. - Costantino Grana; Giuseppe Serra 001; Marco Manfredi; Rita Cucchiara (SISAP, 2013)

Learning superpixel relations for supervised image segmentation. - Marco Manfredi; Costantino Grana; Rita Cucchiara (ICIP, 2014)

Truncated isotropic principal component classifier for image classification. - Alessandro Rozza; Giuseppe Serra 001; Costantino Grana (ICIP, 2014)

Learning Graph Cut Energy Functions for Image Segmentation. - Marco Manfredi; Costantino Grana; Rita Cucchiara (ICPR, 2014)

Illustrations Segmentation in Digitized Documents Using Local Correlation Features. - Dalia Coppi; Costantino Grana; Rita Cucchiara (IRCDL, 2014)

Covariance of Covariance Features for Image Classification. - Giuseppe Serra 001; Costantino Grana; Marco Manfredi; Rita Cucchiara (ICMR, 2014)

Miniature illustrations retrieval and innovative interaction for digital illuminated manuscripts. - Daniele Borghesani; Costantino Grana; Rita Cucchiara (Multim. Syst., 2014)

A complete system for garment segmentation and color classification. - Marco Manfredi; Costantino Grana; Simone Calderara; Rita Cucchiara (Mach. Vis. Appl., 2014)

Shot and Scene Detection via Hierarchical Clustering for Re-using Broadcast Video. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (CAIP (1), 2015)

Measuring Scene Detection Performance. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (IbPRIA, 2015)

Scene segmentation using temporal clustering for accessing and re-using broadcast video. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (ICME, 2015)

Analysis and Re-Use of Videos in Educational Digital Libraries with Automatic Scene Detection. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (IRCDL, 2015)

A Deep Siamese Network for Scene Detection in Broadcast Videos. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (ACM Multimedia, 2015)

Classification of Affective Data to Evaluate the Level Design in a Role-Playing Videogame. - Fabrizio Balducci; Costantino Grana; Rita Cucchiara (VS-GAMES, 2015)

GOLD: Gaussians of Local Descriptors for image representation. - Giuseppe Serra 001; Costantino Grana; Marco Manfredi; Rita Cucchiara (Comput. Vis. Image Underst., 2015)

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

Historical document digitization through layout analysis and deep content classification. - Andrea Corbelli; Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (ICPR, 2016)

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

Layout Analysis and Content Classification in Digitized Books. - Andrea Corbelli; Lorenzo Baraldi 001; Fabrizio Balducci; Costantino Grana; Rita Cucchiara (IRCDL, 2016)

Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (ICMR, 2016)

A Browsing and Retrieval System for Broadcast Videos using Scene Detection and Automatic Annotation. - Lorenzo Baraldi 001; Costantino Grana; Alberto Messina; Rita Cucchiara (ACM Multimedia, 2016)

Shot, Scene and Keyframe Ordering for Interactive Video Re-use. - Lorenzo Baraldi 001; Costantino Grana; Guido Borghi; Roberto Vezzani; Rita Cucchiara (VISIGRAPP (4: VISAPP), 2016)

Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence Tomography. - Marco Manfredi; Costantino Grana; Giovanni Pellacani (VISIGRAPP (4: VISAPP), 2016)

Guest Editorial: Multimedia for Cultural Heritage. - Costantino Grana; Giuseppe Serra 001 (Multim. Tools Appl., 2016)

Layout analysis and content enrichment of digitized books. - Costantino Grana; Giuseppe Serra 001; Marco Manfredi; Dalia Coppi; Rita Cucchiara (Multim. Tools Appl., 2016)

NeuralStory: an Interactive Multimedia System for Video Indexing and Re-use. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (CBMI, 2017)

Hierarchical Boundary-Aware Neural Encoder for Video Captioning. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (CVPR, 2017)

Affective Classification of Gaming Activities Coming from RPG Gaming Sessions. - Fabrizio Balducci; Costantino Grana (Edutainment, 2017)

Pixel Classification Methods to Detect Skin Lesions on Dermoscopic Medical Images. - Fabrizio Balducci; Costantino Grana (ICIAP (2), 2017)

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)

SACHER: Smart Architecture for Cultural Heritage in Emilia Romagna. - Fabrizio Ivan Apollonio; Francesca Rizzo 003; Silvia Bertacchi; Giorgio Dall'Osso; Andrea Corbelli; Costantino Grana (IRCDL, 2017)

A Video Library System Using Scene Detection and Automatic Tagging. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (IRCDL, 2017)

Segmentation models diversity for object proposals. - Marco Manfredi; Costantino Grana; Rita Cucchiara; Arnold W. M. Smeulders (Comput. Vis. Image Underst., 2017)

Recognizing and Presenting the Storytelling Video Structure With Deep Multimodal Networks. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (IEEE Trans. Multim., 2017)

Affective level design for a role-playing videogame evaluated by a brain-computer interface and machine learning methods. - Fabrizio Balducci; Costantino Grana; Rita Cucchiara (Vis. Comput., 2017)

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

SACHER Project: A Cloud Platform and Integrated Services for Cultural Heritage and for Restoration. - Silvia Bertacchi; Isam Mashhour Al Jawarneh; Fabrizio Ivan Apollonio; Gianna Bertacchi; Michele Cancilla; Luca Foschini 001; Costantino Grana; Giuseppe Martuscelli; Rebecca Montanari (GOODTECHS, 2018)

Aligning Text and Document Illustrations: Towards Visually Explainable Digital Humanities. - Lorenzo Baraldi 001; Marcella Cornia; Costantino Grana; Rita Cucchiara (ICPR, 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)

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)

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

Where Research meets Industry: New Challenges and Opportunities at AImageLab. - Rita Cucchiara; Lorenzo Baraldi 001; Simone Calderara; Marcella Cornia; Matteo Fabbri; Costantino Grana; Angelo Porrello; Roberto Vezzani (Ital-IA, 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)

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)

BarBeR - Barcode Benchmark Repository: Implementation and Reproducibility Notes. - Enrico Vezzali; Federico Bolelli; Stefano Santi; Costantino Grana (RRPR, 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 010; 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)

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)

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)