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

Enhancing Patch-Based Learning for the Segmentation of the Mandibular Canal - Luca Lumetti; Vittorio Pipoli; Federico Bolelli; Elisa Ficarra; Costantino Grana (IEEE Access, 2024)

Investigating the ABCDE Rule in Convolutional Neural Networks - Federico Bolelli; Luca Lumetti; Kevin Marchesini; Ettore Candeloro; Costantino Grana (Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part XIII, 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 (Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part XXVIII, 2024)

BarBeR: A Barcode Benchmarking Repository - Enrico Vezzali; Federico Bolelli; Stefano Santi; Costantino Grana (Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part XVII, 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 (Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part XVII, 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; 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)

Annotating the Inferior Alveolar Canal: The Ultimate Tool - Luca Lumetti; Vittorio Pipoli; Federico Bolelli; Costantino Grana (Image Analysis and Processing - ICIAP 2023 - 22nd International Conference, ICIAP 2023, Udine, Italy, September 11-15, 2023, Proceedings, Part I, 2023)

Where Research meets Industry: New Challenges and Opportunities at AImageLab - Rita Cucchiara; Lorenzo Baraldi; Simone Calderara; Marcella Cornia; Matteo Fabbri; Costantino Grana; Angelo Porrello; Roberto Vezzani (Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023), Pisa, Italy, May 29-30, 2023, 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; et al. (CoRR, 2023)

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)

Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation - Marco Cipriano; Stefano Allegretti; Federico Bolelli; Federico Pollastri; Costantino Grana (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022, 2022)

Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction - Federico Bolelli; Stefano Allegretti; Costantino Grana (Image Analysis and Processing. ICIAP 2022 Workshops - ICIAP International Workshops, Lecce, Italy, May 23-27, 2022, Revised Selected Papers, Part II, 2022)

Connected Components Labeling on Bitonal Images - Federico Bolelli; Stefano Allegretti; Costantino Grana (Image Analysis and Processing - ICIAP 2022 - 21st International Conference, Lecce, Italy, May 23-27, 2022, Proceedings, Part II, 2022)

Long-Range 3D Self-Attention for MRI Prostate Segmentation - Federico Pollastri; Marco Cipriano; Federico Bolelli; Costantino Grana (19th IEEE International Symposium on Biomedical Imaging, ISBI 2022, Kolkata, India, March 28-31, 2022, 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; et al. (Technologies and Applications for Big Data Value, 2022)

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 Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes: Implementation and Reproducibility Notes - Federico Bolelli; Stefano Allegretti; Costantino Grana (Reproducible Research in Pattern Recognition - Third International Workshop, RRPR 2021, Virtual Event, January 11, 2021, Revised Selected Papers, 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, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2021, Volume 4: VISAPP, Online Streaming, February 8-10, 2021, 2021)

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)

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; 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)

Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification - Federico Pollastri; Juan Maroñas; Federico Bolelli; Giulia Ligabue; Roberto Paredes; Riccardo Magistroni; Costantino Grana (25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021, 2020)

A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes - Maximilian Söchting; Stefano Allegretti; Federico Bolelli; Costantino Grana (25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021, 2020)

Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval - Stefano Allegretti; Federico Bolelli; Federico Pollastri; Sabrina Longhitano; Giovanni Pellacani; Costantino Grana (25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021, 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. (25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021, 2020)

How Does Connected Components Labeling with Decision Trees Perform on GPUs? - Stefano Allegretti; Federico Bolelli; Michele Cancilla; Federico Pollastri; Laura Canalini; Costantino Grana (Computer Analysis of Images and Patterns - 18th International Conference, CAIP 2019, Salerno, Italy, September 3-5, 2019, Proceedings, Part I, 2019)

Skin Lesion Segmentation Ensemble with Diverse Training Strategies - Laura Canalini; Federico Pollastri; Federico Bolelli; Michele Cancilla; Stefano Allegretti; Costantino Grana (Computer Analysis of Images and Patterns - 18th International Conference, CAIP 2019, Salerno, Italy, September 3-5, 2019, Proceedings, Part I, 2019)

Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs - Federico Bolelli; Costantino Grana (Image Analysis and Processing - ICIAP 2019 - 20th International Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part II, 2019)

A Block-Based Union-Find Algorithm to Label Connected Components on GPUs - Stefano Allegretti; Federico Bolelli; Michele Cancilla; Costantino Grana (Image Analysis and Processing - ICIAP 2019 - 20th International Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part II, 2019)

Improving Skin Lesion Segmentation with Generative Adversarial Networks - Federico Bolelli; Federico Pollastri; Roberto Paredes Palacios; Costantino Grana (31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018, Karlstad, Sweden, June 18-21, 2018, 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; Costantino Grana; Giuseppe Martuscelli; Rebecca Montanari (Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social Good, GOODTECHS 2018, Bologna, Italy, November 28-30, 2018, 2018)

Connected Components Labeling on DRAGs - Federico Bolelli; Lorenzo Baraldi; Michele Cancilla; Costantino Grana (24th International Conference on Pattern Recognition, ICPR 2018, Beijing, China, August 20-24, 2018, 2018)

Aligning Text and Document Illustrations: Towards Visually Explainable Digital Humanities - Lorenzo Baraldi; Marcella Cornia; Costantino Grana; Rita Cucchiara (24th International Conference on Pattern Recognition, ICPR 2018, Beijing, China, August 20-24, 2018, 2018)

A Hierarchical Quasi-Recurrent approach to Video Captioning - Federico Bolelli; Lorenzo Baraldi; Federico Pollastri; Costantino Grana (IEEE International Conference on Image Processing, Applications and Systems, IPAS 2018, Sophia Antipolis, France, December 12-14, 2018, 2018)

Optimizing GPU-Based Connected Components Labeling Algorithms - Stefano Allegretti; Federico Bolelli; Michele Cancilla; Costantino Grana (IEEE International Conference on Image Processing, Applications and Systems, IPAS 2018, Sophia Antipolis, France, December 12-14, 2018, 2018)

XDOCS: An Application to Index Historical Documents - Federico Bolelli; Guido Borghi; Costantino Grana (Digital Libraries and Multimedia Archives - 14th Italian Research Conference on Digital Libraries, IRCDL 2018, Udine, Italy, January 25-26, 2018, Proceedings, 2018)

Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes - Federico Bolelli; Michele Cancilla; Lorenzo Baraldi; Costantino Grana (Reproducible Research in Pattern Recognition - Second International Workshop, RRPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers, 2018)

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; 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)

NeuralStory: an Interactive Multimedia System for Video Indexing and Re-use - Lorenzo Baraldi; Costantino Grana; Rita Cucchiara (Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, CBMI 2017, Florence, Italy, June 19-21, 2017, 2017)

Hierarchical Boundary-Aware Neural Encoder for Video Captioning - Lorenzo Baraldi; Costantino Grana; Rita Cucchiara (2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, Honolulu, HI, USA, July 21-26, 2017, 2017)

Affective Classification of Gaming Activities Coming from RPG Gaming Sessions - Fabrizio Balducci; Costantino Grana (E-Learning and Games - 11th International Conference, Edutainment 2017, Bournemouth, UK, June 26-28, 2017, Revised Selected Papers, 2017)

Two More Strategies to Speed Up Connected Components Labeling Algorithms - Federico Bolelli; Michele Cancilla; Costantino Grana (Image Analysis and Processing - ICIAP 2017 - 19th International Conference, Catania, Italy, September 11-15, 2017, Proceedings, Part II, 2017)

Pixel Classification Methods to Detect Skin Lesions on Dermoscopic Medical Images - Fabrizio Balducci; Costantino Grana (Image Analysis and Processing - ICIAP 2017 - 19th International Conference, Catania, Italy, September 11-15, 2017, Proceedings, Part II, 2017)

Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features - Federico Bolelli; Guido Borghi; Costantino Grana (Image Analysis and Processing - ICIAP 2017 - 19th International Conference, Catania, Italy, September 11-15, 2017, Proceedings, Part I, 2017)

A Video Library System Using Scene Detection and Automatic Tagging - Lorenzo Baraldi; Costantino Grana; Rita Cucchiara (Digital Libraries and Archives - 13th Italian Research Conference on Digital Libraries, IRCDL 2017, Modena, Italy, January 26-27, 2017, Revised Selected Papers, 2017)

SACHER: Smart Architecture for Cultural Heritage in Emilia Romagna - Fabrizio Ivan Apollonio; Francesca Rizzo; Silvia Bertacchi; Giorgio Dall'Osso; Andrea Corbelli; Costantino Grana (Digital Libraries and Archives - 13th Italian Research Conference on Digital Libraries, IRCDL 2017, Modena, Italy, January 26-27, 2017, Revised Selected Papers, 2017)

Digital Libraries and Archives - 13th Italian Research Conference on Digital Libraries, IRCDL 2017, Modena, Italy, January 26-27, 2017, Revised Selected Papers - Costantino Grana; Lorenzo Baraldi (Springer, 2017)

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

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

Optimized Connected Components Labeling with Pixel Prediction - Costantino Grana; Lorenzo Baraldi; Federico Bolelli (Advanced Concepts for Intelligent Vision Systems - 17th International Conference, ACIVS 2016, Lecce, Italy, October 24-27, 2016, Proceedings, 2016)

YACCLAB - Yet Another Connected Components Labeling Benchmark - Costantino Grana; Federico Bolelli; Lorenzo Baraldi; Roberto Vezzani (23rd International Conference on Pattern Recognition, ICPR 2016, Cancún, Mexico, December 4-8, 2016, 2016)

Historical document digitization through layout analysis and deep content classification - Andrea Corbelli; Lorenzo Baraldi; Costantino Grana; Rita Cucchiara (23rd International Conference on Pattern Recognition, ICPR 2016, Cancún, Mexico, December 4-8, 2016, 2016)

Layout Analysis and Content Classification in Digitized Books - Andrea Corbelli; Lorenzo Baraldi; Fabrizio Balducci; Costantino Grana; Rita Cucchiara (Digital Libraries and Multimedia Archives - 12th Italian Research Conference on Digital Libraries, IRCDL 2016, Florence, Italy, February 4-5, 2016, Revised Selected Papers, 2016)

Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features - Lorenzo Baraldi; Costantino Grana; Rita Cucchiara (Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016, 2016)

A Browsing and Retrieval System for Broadcast Videos using Scene Detection and Automatic Annotation - Lorenzo Baraldi; Costantino Grana; Alberto Messina; Rita Cucchiara (Proceedings of the 2016 ACM Conference on Multimedia Conference, MM 2016, Amsterdam, The Netherlands, October 15-19, 2016, 2016)

Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence Tomography - Marco Manfredi; Costantino Grana; Giovanni Pellacani (Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016) - Volume 4: VISAPP, Rome, Italy, February 27-29, 2016, 2016)

Shot, Scene and Keyframe Ordering for Interactive Video Re-use - Lorenzo Baraldi; Costantino Grana; Guido Borghi; Roberto Vezzani; Rita Cucchiara (Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016) - Volume 4: VISAPP, Rome, Italy, February 27-29, 2016, 2016)

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

Recognizing and Presenting the Storytelling Video Structure with Deep Multimodal Networks - Lorenzo Baraldi; Costantino Grana; Rita Cucchiara (CoRR, 2016)

Hierarchical Boundary-Aware Neural Encoder for Video Captioning - Lorenzo Baraldi; Costantino Grana; Rita Cucchiara (CoRR, 2016)

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

Shot and Scene Detection via Hierarchical Clustering for Re-using Broadcast Video - Lorenzo Baraldi; Costantino Grana; Rita Cucchiara (Computer Analysis of Images and Patterns - 16th International Conference, CAIP 2015, Valletta, Malta, September 2-4, 2015 Proceedings, Part I, 2015)

Measuring Scene Detection Performance - Lorenzo Baraldi; Costantino Grana; Rita Cucchiara (Pattern Recognition and Image Analysis - 7th Iberian Conference, IbPRIA 2015, Santiago de Compostela, Spain, June 17-19, 2015, Proceedings, 2015)

Scene segmentation using temporal clustering for accessing and re-using broadcast video - Lorenzo Baraldi; Costantino Grana; Rita Cucchiara (2015 IEEE International Conference on Multimedia and Expo, ICME 2015, Turin, Italy, June 29 - July 3, 2015, 2015)

Analysis and Re-Use of Videos in Educational Digital Libraries with Automatic Scene Detection - Lorenzo Baraldi; Costantino Grana; Rita Cucchiara (Digital Libraries on the Move - 11th Italian Research Conference on Digital Libraries, IRCDL 2015, Bolzano, Italy, January 29-30, 2015, Revised Selected Papers, 2015)

A Deep Siamese Network for Scene Detection in Broadcast Videos - Lorenzo Baraldi; Costantino Grana; Rita Cucchiara (Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26 - 30, 2015, 2015)

Classification of Affective Data to Evaluate the Level Design in a Role-Playing Videogame - Fabrizio Balducci; Costantino Grana; Rita Cucchiara (7th International Conference on Games and Virtual Worlds for Serious Applications, VS-Games 2015, Skövde, Sweden, September 16-18, 2015, 2015)

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

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)

Truncated isotropic principal component classifier for image classification - Alessandro Rozza; Giuseppe Serra; Costantino Grana (2014 IEEE International Conference on Image Processing, ICIP 2014, Paris, France, October 27-30, 2014, 2014)

Learning superpixel relations for supervised image segmentation - Marco Manfredi; Costantino Grana; Rita Cucchiara (2014 IEEE International Conference on Image Processing, ICIP 2014, Paris, France, October 27-30, 2014, 2014)

Learning Graph Cut Energy Functions for Image Segmentation - Marco Manfredi; Costantino Grana; Rita Cucchiara (22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, August 24-28, 2014, 2014)

Illustrations Segmentation in Digitized Documents Using Local Correlation Features - Dalia Coppi; Costantino Grana; Rita Cucchiara (Pushing the Boundaries of the Digital Libraries Field - 10th Italian Research Conference on Digital Libraries, IRCDL 2014, Padua, Italy, January 30-31, 2014, 2014)

Covariance of Covariance Features for Image Classification - Giuseppe Serra; Costantino Grana; Marco Manfredi; Rita Cucchiara (International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014, 2014)

UNIMORE at ImageCLEF 2013: Scalable Concept Image Annotation - Costantino Grana; Giuseppe Serra; Marco Manfredi; Rita Cucchiara; Riccardo Martoglia; Federica Mandreoli (Working Notes for CLEF 2013 Conference , Valencia, Spain, September 23-26, 2013, 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, Burlingame, California, USA, February 3-7, 2013, 2013)

Lightweight sign recognition for mobile devices - Michele Fornaciari; Andrea Prati; Costantino Grana; Rita Cucchiara (Seventh International Conference on Distributed Smart Cameras, ICDSC 2013, October 29 2013-November 1, 2013, Palm Springs, CA, USA, 2013)

Image Classification with Multivariate Gaussian Descriptors - Costantino Grana; Giuseppe Serra; Marco Manfredi; Rita Cucchiara (Image Analysis and Processing - ICIAP 2013 - 17th International Conference, Naples, Italy, September 9-13, 2013, Proceedings, Part II, 2013)

Automatic Single-Image People Segmentation and Removal for Cultural Heritage Imaging - Marco Manfredi; Costantino Grana; Rita Cucchiara (New Trends in Image Analysis and Processing - ICIAP 2013 - ICIAP 2013 International Workshops, Naples, Italy, September 9-13, 2013. Proceedings, 2013)

Modeling local descriptors with multivariate gaussians for object and scene recognition - Giuseppe Serra; Costantino Grana; Marco Manfredi; Rita Cucchiara (ACM Multimedia Conference, MM '13, Barcelona, Spain, October 21-25, 2013, 2013)

Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives - Costantino Grana; Giuseppe Serra; Marco Manfredi; Rita Cucchiara (Similarity Search and Applications - 6th International Conference, SISAP 2013, A Coruña, Spain, October 2-4, 2013, Proceedings, 2013)

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)

A Human vs. Machine Challenge in Fashion Color Classification - Costantino Grana; Daniele Borghesani; Rita Cucchiara (Computer Vision - ECCV 2012. Workshops and Demonstrations - Florence, Italy, October 7-13, 2012, Proceedings, Part III, 2012)

Class-Based Color Bag of Words for Fashion Retrieval - Costantino Grana; Daniele Borghesani; Rita Cucchiara (Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, ICME 2012, Melbourne, Australia, July 9-13, 2012, 2012)

2D images map warping for improved user interaction - Daniele Borghesani; Costantino Grana; Rita Cucchiara (Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012, Tsukuba, Japan, November 11-15, 2012, 2012)

Learning non-target items for interesting clothes segmentation in fashion images - Costantino Grana; Simone Calderara; Daniele Borghesani; Rita Cucchiara (Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012, Tsukuba, Japan, November 11-15, 2012, 2012)

Veiling Luminance estimation on FPGA-based embedded smart camera - Costantino Grana; Daniele Borghesani; Paolo Santinelli; Rita Cucchiara (2012 IEEE Intelligent Vehicles Symposium, IV 2012, Alcal de Henares, Madrid, Spain, June 3-7, 2012, 2012)

Relevance Feedback as an Interactive Navigation Tool - Daniele Borghesani; Costantino Grana; Rita Cucchiara (VISAPP 2012 - Proceedings of the International Conference on Computer Vision Theory and Applications, Volume 2, Rome, Italy, 24-26 February, 2012, 2012)

Multimedia for Cultural Heritage - First International Workshop, MM4CH 2011, Modena, Italy, May 3, 2011, Revised Selected Papers - Costantino Grana; Rita Cucchiara (Springer, 2012)

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)

Feature Space Warping Relevance Feedback with Transductive Learning - Daniele Borghesani; Dalia Coppi; Costantino Grana; Simone Calderara; Rita Cucchiara (Advances Concepts for Intelligent Vision Systems - 13th International Conference, ACIVS 2011, Ghent, Belgium, August 22-25, 2011. Proceedings, 2011)

Optimal Decision Trees Generation from OR-Decision Tables - Costantino Grana; Manuela Montangero; Daniele Borghesani; Rita Cucchiara (Image Analysis and Processing - ICIAP 2011 - 16th International Conference, Ravenna, Italy, September 14-16, 2011, Proceedings, Part I, 2011)

Relevance feedback strategies for artistic image collections tagging - Costantino Grana; Daniele Borghesani; Rita Cucchiara (Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011, 2011)

Towards Artistic Collections Navigation Tools Based on Relevance Feedback - Daniele Borghesani; Costantino Grana; Rita Cucchiara (Multimedia for Cultural Heritage - First International Workshop, MM4CH 2011, Modena, Italy, May 3, 2011, Revised Selected Papers, 2011)

Multimedia for Cultural Heritage: Key Issues - Rita Cucchiara; Costantino Grana; Daniele Borghesani; Maristella Agosti; Andrew D. Bagdanov (Multimedia for Cultural Heritage - First International Workshop, MM4CH 2011, Modena, Italy, May 3, 2011, Revised Selected Papers, 2011)

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

High Performance Connected Components Labeling on FPGA - Costantino Grana; Daniele Borghesani; Paolo Santinelli; Rita Cucchiara (Database and Expert Systems Applications, DEXA, International Workshops, Bilbao, Spain, August 30 - September 3, 2010, 2010)

Decision Trees for Fast Thinning Algorithms - Costantino Grana; Daniele Borghesani; Rita Cucchiara (20th International Conference on Pattern Recognition, ICPR 2010, Istanbul, Turkey, 23-26 August 2010, 2010)

Improving Classification and Retrieval of Illuminated Manuscript with Semantic Information - Costantino Grana; Daniele Borghesani; Rita Cucchiara (Digital Libraries - 6th Italian Research Conference, IRCDL 2010, Padua, Italy, January 28-29, 2010. Revised Selected Papers, 2010)

Surfing on artistic documents with visually assisted tagging - Daniele Borghesani; Costantino Grana; Rita Cucchiara (Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010, 2010)

Rerum novarum: interactive exploration of illuminated manuscripts - Daniele Borghesani; Costantino Grana; Rita Cucchiara (Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010, 2010)

Bag-of-words classification of miniature illustrations - Costantino Grana; Daniele Borghesani; Giovanni Gualdi; Rita Cucchiara (11th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2010, Desenzano del Garda, Italy, April 12-14, 2010, 2010)

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

Optimal Decision Tree Synthesis for Efficient Neighborhood Computation - Costantino Grana; Daniele Borghesani (AI*IA 2009: Emergent Perspectives in Artificial Intelligence, XIth International Conference of the Italian Association for Artificial Intelligence, Reggio Emilia, Italy, December 9-12, 2009, Proceedings, 2009)

Picture extraction from digitized historical manuscripts - Costantino Grana; Daniele Borghesani; Rita Cucchiara (Proceedings of the 8th ACM International Conference on Image and Video Retrieval, CIVR 2009, Santorini Island, Greece, July 8-10, 2009, 2009)

Connected Component Labeling Techniques on Modern Architectures - Costantino Grana; Daniele Borghesani; Rita Cucchiara (Image Analysis and Processing - ICIAP 2009, 15th International Conference Vietri sul Mare, Italy, September 8-11, 2009, Proceedings, 2009)

Color Features Performance Comparison for Image Retrieval - Daniele Borghesani; Costantino Grana; Rita Cucchiara (Image Analysis and Processing - ICIAP 2009, 15th International Conference Vietri sul Mare, Italy, September 8-11, 2009, Proceedings, 2009)

Fast block based connected components labeling - Costantino Grana; Daniele Borghesani; Rita Cucchiara (Proceedings of the International Conference on Image Processing, ICIP 2009, 7-10 November 2009, Cairo, Egypt, 2009)

Automatic Analysis of Historical Manuscripts - Costantino Grana; Daniele Borghesani; Rita Cucchiara (Pattern Recognition in Information Systems, Proceedings of the 9th International Workshop on Pattern Recognition in Information Systems, PRIS 2009, In conjunction with ICEIS 2009, Milan, Italy, May 2009, 2009)

Describing texture directions with Von Mises distributions - Costantino Grana; Daniele Borghesani; Rita Cucchiara (19th International Conference on Pattern Recognition (ICPR 2008), December 8-11, 2008, Tampa, Florida, USA, 2008)

"Inside the bible": segmentation, annotation and retrieval for a new browsing experience - Costantino Grana; Daniele Borghesani; Simone Calderara; Rita Cucchiara (Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2008, Vancouver, British Columbia, Canada, October 30-31, 2008, 2008)

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

Enhancing HSV histograms with achromatic points detection for video retrieval - Costantino Grana; Roberto Vezzani; Rita Cucchiara (Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007, Amsterdam, The Netherlands, July 9-11, 2007, 2007)

Prototypes Selection with Context Based Intra-class Clustering for Video Annotation with Mpeg7 Features - Costantino Grana; Roberto Vezzani; Rita Cucchiara (Digital Libraries: Research and Development, First International DELOS Conference, Pisa, Italy, February 13-14, 2007, Revised Selected Papers, 2007)

Similarity-Based Retrieval with MPEG-7 3D Descriptors: Performance Evaluation on the Princeton Shape Benchmark - Costantino Grana; Matteo Davolio; Rita Cucchiara (Digital Libraries: Research and Development, First International DELOS Conference, Pisa, Italy, February 13-14, 2007, Revised Selected Papers, 2007)

Video Shots Comparison using the Mallows Distance - Costantino Grana; Daniele Borghesani; Rita Cucchiara (18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 3-7 September 2007, Regensburg, Germany, 2007)

Network patterns recognition for automatic dermatologic images classification - Costantino Grana; Vanini Daniele; Giovanni Pellacani; Stefania Seidenari; Rita Cucchiara (Medical Imaging 2007: Image Processing, San Diego, CA, United States, 17-22 February 2007, 2007)

Dynamic pictorial ontologies for video digital libraries annotation - Marco Bertini; Alberto Del Bimbo; Carlo Torniai; Costantino Grana; Rita Cucchiara (Proceedings of the 1st ACM Workshop on The Many Faces of Multimedia Semantics, MS 2007, Augsburg, Bavaria, Germany, September 28, 2007, 2007)

Compressed Domain Features Extraction for Shot Characterization - Costantino Grana; Roberto Vezzani; Daniele Borghesani; Rita Cucchiara (Proceedings of the 1st International Workshop on Knowledge Acquisition from Multimedia Content KAMC'07, Genoa, Italy, December 5, 2007, 2007)

Line Detection and Texture Characterization of Network Patterns - Costantino Grana; Rita Cucchiara; Giovanni Pellacani; Stefania Seidenari (18th International Conference on Pattern Recognition (ICPR 2006), 20-24 August 2006, Hong Kong, China, 2006)

Performance of the MPEG-7 Shape Spectrum Descriptor for 3D Objects Retrieval - Costantino Grana; Rita Cucchiara (Post-proceedings of the Second Italian Research Conference on Digital Library Management Systems (IRCDL 2006), Padova, Italy, 27th January 2006, 2006)

Sub-Shot Summarization for MPEG-7 based Fast Browsing - Costantino Grana; Rita Cucchiara (Post-proceedings of the Second Italian Research Conference on Digital Library Management Systems (IRCDL 2006), Padova, Italy, 27th January 2006, 2006)

A Semi-Automatic Video Annotation tool with MPEG-7 Content Collections - Roberto Vezzani; Costantino Grana; Daniele Bulgarelli; Rita Cucchiara (Eigth IEEE International Symposium on Multimedia (ISM 2006), 11-13 December 2006, San Diego, CA, USA, 2006)

Distance transform for automatic dermatologic images composition - Costantino Grana; Giovanni Pellacani; Stefania Seidenari; Rita Cucchiara (Medical Imaging 2006: Image Processing, MEDICAL IMAGING, San Diego, California, United States, 11-16 February 2006, 2006)

Comparison of color clustering algorithms for segmentation of dermatological images - Rudy Melli; Costantino Grana; Rita Cucchiara (Medical Imaging 2006: Image Processing, MEDICAL IMAGING, San Diego, California, United States, 11-16 February 2006, 2006)

MOM: multimedia ontology manager. A framework for automatic annotation and semantic retrieval of video sequences - Marco Bertini; Alberto Del Bimbo; Carlo Torniai; Rita Cucchiara; Costantino Grana (Proceedings of the 14th ACM International Conference on Multimedia, Santa Barbara, CA, USA, October 23-27, 2006, 2006)

PEANO: pictorial enriched annotation of video - Costantino Grana; Roberto Vezzani; Daniele Bulgarelli; Giovanni Gualdi; Rita Cucchiara; Marco Bertini; Carlo Torniai; Alberto Del Bimbo (Proceedings of the 14th ACM International Conference on Multimedia, Santa Barbara, CA, USA, October 23-27, 2006, 2006)

University of Modena and Reggio Emilia at TRECVID 2006 - Costantino Grana; Roberto Vezzani; Rita Cucchiara (2006 TREC Video Retrieval Evaluation, TRECVID 2006, Gaithersburg, MD, USA, November 13-14, 2006, 2006)

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

Shot Detection and Motion Analysis for Automatic MPEG-7 Annotation of Sports Videos - Giovanni Tardini; Costantino Grana; Rossano Marchi; Rita Cucchiara (Image Analysis and Processing - ICIAP 2005, 13th International Conference, Cagliari, Italy, September 6-8, 2005, Proceedings, 2005)

MPEG-7 Compliant Shot Detection in Sport Videos - Costantino Grana; Giovanni Tardini; Rita Cucchiara (Seventh IEEE International Symposium on Multimedia (ISM 2005), 12-14 December 2005, Irvine, CA, USA, 2005)

Probabilistic People Tracking for Occlusion Handling - Rita Cucchiara; Costantino Grana; Giovanni Tardini; Roberto Vezzani (17th International Conference on Pattern Recognition, ICPR 2004, Cambridge, UK, August 23-26, 2004, 2004)

Color Calibration for a Dermatological Video Camera System - Costantino Grana; Giovanni Pellacani; Stefania Seidenari; Rita Cucchiara (17th International Conference on Pattern Recognition, ICPR 2004, Cambridge, UK, August 23-26, 2004, 2004)

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

Detecting Moving Objects, Ghosts, and Shadows in Video Streams - Rita Cucchiara; Costantino Grana; Massimo Piccardi; Andrea Prati (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)

A Hough transform-based method for radial lens distortion correction - Rita Cucchiara; Costantino Grana; Andrea Prati; Roberto Vezzani (12th International Conference on Image Analysis and Processing (ICIAP 2003), 17-19 September 2003, Mantova, Italy, 2003)

Building the Topological Tree by Recursive FCM Color Clustering - Rita Cucchiara; Costantino Grana; Andrea Prati; Stefania Seidenari; Giovanni Pellacani (16th International Conference on Pattern Recognition, ICPR 2002, Quebec, Canada, August 11-15, 2002, 2002)

Semantic transcoding for live video server - Rita Cucchiara; Costantino Grana; Andrea Prati (Proceedings of the 10th ACM International Conference on Multimedia 2002, Juan les Pins, France, December 1-6, 2002, 2002)

Detecting Objects, Shadows and Ghosts in Video Streams by Exploiting Color and Motion Information - Rita Cucchiara; Costantino Grana; Andrea Prati; Massimo Piccardi (11th International Conference on Image Analysis and Processing (ICIAP 2001), 26-28 September 2001, Palermo, Italy, 2001)