Costantino Grana

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 65

Top Venues

Publications

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)
Rita Cucchiara, Lorenzo Baraldi, Simone Calderara, Marcella Cornia, Matteo Fabbri, Costantino Grana, Angelo Porrello, Roberto Vezzani
Where Research meets Industry: New Challenges and Opportunities at AImageLab. Ital-IA (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)
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 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 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)
Stefano Allegretti, Federico Bolelli, Michele Cancilla, Costantino Grana
Optimizing GPU-Based Connected Components Labeling Algorithms. IPAS (2018)
Silvia Bertacchi, Isam Mashhour Al Jawarneh, Fabrizio Ivan Apollonio, Gianna Bertacchi, Michele Cancilla, Luca Foschini, Costantino Grana, Giuseppe Martuscelli, Rebecca Montanari
SACHER Project: A Cloud Platform and Integrated Services for Cultural Heritage and for Restoration. GOODTECHS (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)
Lorenzo Baraldi, Marcella Cornia, Costantino Grana, Rita Cucchiara
Aligning Text and Document Illustrations: Towards Visually Explainable Digital Humanities. ICPR (2018)
Federico Bolelli, Michele Cancilla, Costantino Grana
Two More Strategies to Speed Up Connected Components Labeling Algorithms. ICIAP (2) (2017)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
Recognizing and Presenting the Storytelling Video Structure With Deep Multimodal Networks. IEEE Trans. Multim. 19 (5) (2017)
Fabrizio Balducci, Costantino Grana
Affective Classification of Gaming Activities Coming from RPG Gaming Sessions. Edutainment (2017)
Marco Manfredi, Costantino Grana, Rita Cucchiara, Arnold W. M. Smeulders
Segmentation models diversity for object proposals. Comput. Vis. Image Underst. 158 (2017)
Fabrizio Balducci, Costantino Grana, Rita Cucchiara
Affective level design for a role-playing videogame evaluated by a brain-computer interface and machine learning methods. Vis. Comput. 33 (4) (2017)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
Hierarchical Boundary-Aware Neural Encoder for Video Captioning. CVPR (2017)
Fabrizio Ivan Apollonio, Francesca Rizzo, Silvia Bertacchi, Giorgio Dall'Osso, Andrea Corbelli, Costantino Grana
SACHER: Smart Architecture for Cultural Heritage in Emilia Romagna. IRCDL (2017)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
A Video Library System Using Scene Detection and Automatic Tagging. IRCDL (2017)
Fabrizio Balducci, Costantino Grana
Pixel Classification Methods to Detect Skin Lesions on Dermoscopic Medical Images. ICIAP (2) (2017)
Federico Bolelli, Guido Borghi, Costantino Grana
Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features. ICIAP (1) (2017)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
NeuralStory: an Interactive Multimedia System for Video Indexing and Re-use. CBMI (2017)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
Hierarchical Boundary-Aware Neural Encoder for Video Captioning. CoRR (2016)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features. ICMR (2016)
Costantino Grana, Giuseppe Serra
Guest Editorial: Multimedia for Cultural Heritage. Multim. Tools Appl. 75 (7) (2016)
Andrea Corbelli, Lorenzo Baraldi, Fabrizio Balducci, Costantino Grana, Rita Cucchiara
Layout Analysis and Content Classification in Digitized Books. IRCDL (2016)
Costantino Grana, Federico Bolelli, Lorenzo Baraldi, Roberto Vezzani
YACCLAB - Yet Another Connected Components Labeling Benchmark. ICPR (2016)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
Recognizing and Presenting the Storytelling Video Structure with Deep Multimodal Networks. CoRR (2016)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features. CoRR (2016)
Lorenzo Baraldi, Costantino Grana, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Shot, Scene and Keyframe Ordering for Interactive Video Re-use. VISIGRAPP (4: VISAPP) (2016)
Costantino Grana, Giuseppe Serra, Marco Manfredi, Dalia Coppi, Rita Cucchiara
Layout analysis and content enrichment of digitized books. Multim. Tools Appl. 75 (7) (2016)
Costantino Grana, Lorenzo Baraldi, Federico Bolelli
Optimized Connected Components Labeling with Pixel Prediction. ACIVS (2016)
Andrea Corbelli, Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
Historical document digitization through layout analysis and deep content classification. ICPR (2016)
Marco Manfredi, Costantino Grana, Giovanni Pellacani
Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence Tomography. VISIGRAPP (4: VISAPP) (2016)
Lorenzo Baraldi, Costantino Grana, Alberto Messina, Rita Cucchiara
A Browsing and Retrieval System for Broadcast Videos using Scene Detection and Automatic Annotation. ACM Multimedia (2016)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
A Deep Siamese Network for Scene Detection in Broadcast Videos. ACM Multimedia (2015)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
A Deep Siamese Network for Scene Detection in Broadcast Videos. CoRR (2015)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
Shot and Scene Detection via Hierarchical Clustering for Re-using Broadcast Video. CAIP (1) (2015)
Giuseppe Serra, Costantino Grana, Marco Manfredi, Rita Cucchiara
GOLD: Gaussians of Local Descriptors for image representation. Comput. Vis. Image Underst. 134 (2015)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
Scene segmentation using temporal clustering for accessing and re-using broadcast video. ICME (2015)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
Measuring Scene Detection Performance. IbPRIA (2015)
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
Analysis and Re-Use of Videos in Educational Digital Libraries with Automatic Scene Detection. IRCDL (2015)
Fabrizio Balducci, Costantino Grana, Rita Cucchiara
Classification of Affective Data to Evaluate the Level Design in a Role-Playing Videogame. VS-GAMES (2015)
Giuseppe Serra, Costantino Grana, Marco Manfredi, Rita Cucchiara
Covariance of Covariance Features for Image Classification. ICMR (2014)
Daniele Borghesani, Costantino Grana, Rita Cucchiara
Miniature illustrations retrieval and innovative interaction for digital illuminated manuscripts. Multim. Syst. 20 (1) (2014)
Alessandro Rozza, Giuseppe Serra, Costantino Grana
Truncated isotropic principal component classifier for image classification. ICIP (2014)
Marco Manfredi, Costantino Grana, Rita Cucchiara
Learning Graph Cut Energy Functions for Image Segmentation. ICPR (2014)
Marco Manfredi, Costantino Grana, Simone Calderara, Rita Cucchiara
A complete system for garment segmentation and color classification. Mach. Vis. Appl. 25 (4) (2014)
Marco Manfredi, Costantino Grana, Rita Cucchiara
Learning superpixel relations for supervised image segmentation. ICIP (2014)
Dalia Coppi, Costantino Grana, Rita Cucchiara
Illustrations Segmentation in Digitized Documents Using Local Correlation Features. IRCDL (2014)
Costantino Grana, Giuseppe Serra, Marco Manfredi, Rita Cucchiara, Riccardo Martoglia, Federica Mandreoli
UNIMORE at ImageCLEF 2013: Scalable Concept Image Annotation. CLEF (Working Notes) (2013)
Michele Fornaciari, Andrea Prati, Costantino Grana, Rita Cucchiara
Lightweight sign recognition for mobile devices. ICDSC (2013)
Costantino Grana, Giuseppe Serra, Marco Manfredi, Rita Cucchiara
Image Classification with Multivariate Gaussian Descriptors. ICIAP (2) (2013)
Marco Manfredi, Costantino Grana, Rita Cucchiara
Automatic Single-Image People Segmentation and Removal for Cultural Heritage Imaging. ICIAP Workshops (2013)
Giuseppe Serra, Costantino Grana, Marco Manfredi, Rita Cucchiara
Modeling local descriptors with multivariate gaussians for object and scene recognition. ACM Multimedia (2013)
Costantino Grana, Daniele Borghesani, Marco Manfredi, Rita Cucchiara
A fast approach for integrating ORB descriptors in the bag of words model. Multimedia Content and Mobile Devices (2013)
Costantino Grana, Giuseppe Serra, Marco Manfredi, Rita Cucchiara
Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives. SISAP (2013)
Costantino Grana, Simone Calderara, Daniele Borghesani, Rita Cucchiara
Learning non-target items for interesting clothes segmentation in fashion images. ICPR (2012)
Costantino Grana, Daniele Borghesani, Rita Cucchiara
A Human vs. Machine Challenge in Fashion Color Classification. ECCV Workshops (3) (2012)
Costantino Grana, Daniele Borghesani, Rita Cucchiara
Class-Based Color Bag of Words for Fashion Retrieval. ICME (2012)
Rita Cucchiara, Costantino Grana
Guest Editorial. J. Multim. 7 (2) (2012)
Costantino Grana, Manuela Montangero, Daniele Borghesani
Optimal decision trees for local image processing algorithms. Pattern Recognit. Lett. 33 (16) (2012)
Costantino Grana, Daniele Borghesani, Paolo Santinelli, Rita Cucchiara
Veiling Luminance estimation on FPGA-based embedded smart camera. Intelligent Vehicles Symposium (2012)
Daniele Borghesani, Costantino Grana, Rita Cucchiara
Relevance Feedback as an Interactive Navigation Tool. VISAPP (2) (2012)
Daniele Borghesani, Costantino Grana, Rita Cucchiara
2D images map warping for improved user interaction. ICPR (2012)
Costantino Grana, Manuela Montangero, Daniele Borghesani, Rita Cucchiara
Optimal Decision Trees Generation from OR-Decision Tables. ICIAP (1) (2011)
Costantino Grana, Daniele Borghesani, Rita Cucchiara
Relevance feedback strategies for artistic image collections tagging. ICMR (2011)
Roberto Vezzani, Costantino Grana, Rita Cucchiara
Probabilistic people tracking with appearance models and occlusion classification: The AD-HOC system. Pattern Recognit. Lett. 32 (7) (2011)
Costantino Grana, Daniele Borghesani, Rita Cucchiara
Automatic segmentation of digitalized historical manuscripts. Multim. Tools Appl. 55 (3) (2011)
Daniele Borghesani, Costantino Grana, Rita Cucchiara
Towards Artistic Collections Navigation Tools Based on Relevance Feedback. MM4CH (2011)
Daniele Borghesani, Dalia Coppi, Costantino Grana, Simone Calderara, Rita Cucchiara
Feature Space Warping Relevance Feedback with Transductive Learning. ACIVS (2011)
Rita Cucchiara, Costantino Grana, Daniele Borghesani, Maristella Agosti, Andrew D. Bagdanov
Multimedia for Cultural Heritage: Key Issues. MM4CH (2011)
Costantino Grana, Daniele Borghesani, Rita Cucchiara
Decision Trees for Fast Thinning Algorithms. ICPR (2010)
Costantino Grana, Daniele Borghesani, Rita Cucchiara
Optimized Block-Based Connected Components Labeling With Decision Trees. IEEE Trans. Image Process. 19 (6) (2010)
Costantino Grana, Daniele Borghesani, Giovanni Gualdi, Rita Cucchiara
Bag-of-words classification of miniature illustrations. WIAMIS (2010)
Daniele Borghesani, Costantino Grana, Rita Cucchiara
Surfing on artistic documents with visually assisted tagging. ACM Multimedia (2010)
Costantino Grana, Daniele Borghesani, Rita Cucchiara
Improving Classification and Retrieval of Illuminated Manuscript with Semantic Information. IRCDL (2010)
Daniele Borghesani, Costantino Grana, Rita Cucchiara
Rerum novarum: interactive exploration of illuminated manuscripts. ACM Multimedia (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Costantino Grana