Costantino Grana

Stefano Allegretti

Proceedings of the Reproducible Research in Pattern Recognition, 2021

2020

Optimized Block-Based Algorithms to Label Connected Components on GPUs.

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[DOI]

Stefano Allegretti

IEEE Trans. Parallel Distributed Syst., 2020

Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling.

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[DOI]

IEEE Trans. Image Process., 2020

Augmenting data with GANs to segment melanoma skin lesions.

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[DOI]

Multim. Tools Appl., 2020

Toward reliable experiments on the performance of Connected Components Labeling algorithms.

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[DOI]

J. Real Time Image Process., 2020

A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes.

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[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification.

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[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications.

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[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval.

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[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs.

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[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

A Block-Based Union-Find Algorithm to Label Connected Components on GPUs.

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[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Skin Lesion Segmentation Ensemble with Diverse Training Strategies.

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[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2019

How Does Connected Components Labeling with Decision Trees Perform on GPUs?

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[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes.

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[DOI]

Proceedings of the Reproducible Research in Pattern Recognition, 2018

XDOCS: An Application to Index Historical Documents.

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[DOI]

Guido Borghi

Isam Mashhour Al Jawarneh

Proceedings of the Digital Libraries and Multimedia Archives, 2018

A Hierarchical Quasi-Recurrent approach to Video Captioning.

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[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2018

Optimizing GPU-Based Connected Components Labeling Algorithms.

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[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2018

Connected Components Labeling on DRAGs.

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[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Aligning Text and Document Illustrations: Towards Visually Explainable Digital Humanities.

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[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

SACHER Project: A Cloud Platform and Integrated Services for Cultural Heritage and for Restoration.

[BibT_eX]

[DOI]

Silvia Bertacchi

Fabrizio Ivan Apollonio

Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social Good, 2018

Improving Skin Lesion Segmentation with Generative Adversarial Networks.

[BibT_eX]

[DOI]

Federico Pollastri

Roberto Paredes Palacios

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

Affective level design for a role-playing videogame evaluated by a brain-computer interface and machine learning methods.

[BibT_eX]

[DOI]

Vis. Comput., 2017

Recognizing and Presenting the Storytelling Video Structure With Deep Multimodal Networks.

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[DOI]

IEEE Trans. Multim., 2017

Segmentation models diversity for object proposals.

[BibT_eX]

[DOI]

Arnold W. M. Smeulders

Comput. Vis. Image Underst., 2017

A Video Library System Using Scene Detection and Automatic Tagging.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives, 2017

SACHER: Smart Architecture for Cultural Heritage in Emilia Romagna.

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[DOI]

Fabrizio Ivan Apollonio

Proceedings of the Digital Libraries and Archives, 2017

Two More Strategies to Speed Up Connected Components Labeling Algorithms.

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[DOI]

Michele Cancilla

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features.

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[DOI]

Guido Borghi

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Pixel Classification Methods to Detect Skin Lesions on Dermoscopic Medical Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Affective Classification of Gaming Activities Coming from RPG Gaming Sessions.

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[DOI]

Proceedings of the E-Learning and Games - 11th International Conference, 2017

Hierarchical Boundary-Aware Neural Encoder for Video Captioning.

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[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

NeuralStory: an Interactive Multimedia System for Video Indexing and Re-use.

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[DOI]

Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

2016

Layout analysis and content enrichment of digitized books.

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[DOI]

Multim. Tools Appl., 2016

Guest Editorial: Multimedia for Cultural Heritage.

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[DOI]

Giuseppe Serra

Multim. Tools Appl., 2016

Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence Tomography.

[BibT_eX]

[DOI]

Giovanni Pellacani

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Shot, Scene and Keyframe Ordering for Interactive Video Re-use.

[BibT_eX]

[DOI]

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

A Browsing and Retrieval System for Broadcast Videos using Scene Detection and Automatic Annotation.

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[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features.

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[DOI]

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Layout Analysis and Content Classification in Digitized Books.

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[DOI]

Proceedings of the Digital Libraries and Multimedia Archives, 2016

YACCLAB - Yet Another Connected Components Labeling Benchmark.

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[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Historical document digitization through layout analysis and deep content classification.

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[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Optimized Connected Components Labeling with Pixel Prediction.

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[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015

GOLD: Gaussians of Local Descriptors for image representation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2015

Classification of Affective Data to Evaluate the Level Design in a Role-Playing Videogame.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Games and Virtual Worlds for Serious Applications, 2015

A Deep Siamese Network for Scene Detection in Broadcast Videos.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Analysis and Re-Use of Videos in Educational Digital Libraries with Automatic Scene Detection.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries on the Move, 2015

Scene segmentation using temporal clustering for accessing and re-using broadcast video.

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[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Measuring Scene Detection Performance.

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[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Shot and Scene Detection via Hierarchical Clustering for Re-using Broadcast Video.

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[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2015

2014

A complete system for garment segmentation and color classification.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2014

Miniature illustrations retrieval and innovative interaction for digital illuminated manuscripts.

[BibT_eX]

[DOI]

Multim. Syst., 2014

Covariance of Covariance Features for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2014

Illustrations Segmentation in Digitized Documents Using Local Correlation Features.

[BibT_eX]

[DOI]

Dalia Coppi

Proceedings of the Pushing the Boundaries of the Digital Libraries Field, 2014

Learning Graph Cut Energy Functions for Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Truncated isotropic principal component classifier for image classification.

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[DOI]

Alessandro Rozza

Giuseppe Serra

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Learning superpixel relations for supervised image segmentation.

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[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives.

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[DOI]

Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

Modeling local descriptors with multivariate gaussians for object and scene recognition.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Automatic Single-Image People Segmentation and Removal for Cultural Heritage Imaging.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Image Classification with Multivariate Gaussian Descriptors.

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[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Lightweight sign recognition for mobile devices.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

A fast approach for integrating ORB descriptors in the bag of words model.

[BibT_eX]

[DOI]

Proceedings of the Multimedia Content and Mobile Devices 2013, 2013

UNIMORE at ImageCLEF 2013: Scalable Concept Image Annotation.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012

Optimal decision trees for local image processing algorithms.

[BibT_eX]

[DOI]

Manuela Montangero

Pattern Recognit. Lett., 2012

Guest Editorial.

[BibT_eX]

[DOI]

J. Multim., 2012

Relevance Feedback as an Interactive Navigation Tool.

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Proceedings of the VISAPP 2012, 2012

Veiling Luminance estimation on FPGA-based embedded smart camera.

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[DOI]

Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Learning non-target items for interesting clothes segmentation in fashion images.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2D images map warping for improved user interaction.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Class-Based Color Bag of Words for Fashion Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

A Human vs. Machine Challenge in Fashion Color Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011

Probabilistic people tracking with appearance models and occlusion classification: The AD-HOC system.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

Automatic segmentation of digitalized historical manuscripts.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2011

Multimedia for Cultural Heritage: Key Issues.

[BibT_eX]

[DOI]

Proceedings of the Multimedia for Cultural Heritage - First International Workshop, 2011

Towards Artistic Collections Navigation Tools Based on Relevance Feedback.

[BibT_eX]

[DOI]

Proceedings of the Multimedia for Cultural Heritage - First International Workshop, 2011

Relevance feedback strategies for artistic image collections tagging.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Optimal Decision Trees Generation from OR-Decision Tables.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Feature Space Warping Relevance Feedback with Transductive Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010

Optimized Block-Based Connected Components Labeling With Decision Trees.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Bag-of-words classification of miniature illustrations.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, 2010

Rerum novarum: interactive exploration of illuminated manuscripts.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Surfing on artistic documents with visually assisted tagging.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Improving Classification and Retrieval of Illuminated Manuscript with Semantic Information.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries - 6th Italian Research Conference, 2010

Decision Trees for Fast Thinning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

High Performance Connected Components Labeling on FPGA.

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[DOI]

Proceedings of the Database and Expert Systems Applications, 2010

2009

Dynamic Pictorially Enriched Ontologies for Digital Video Libraries.

[BibT_eX]

[DOI]

IEEE Multim., 2009

Automatic Analysis of Historical Manuscripts.

[BibT_eX]

Proceedings of the Pattern Recognition in Information Systems, 2009

Fast block based connected components labeling.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Connected Component Labeling Techniques on Modern Architectures.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2009

Color Features Performance Comparison for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2009

Picture extraction from digitized historical manuscripts.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

Optimal Decision Tree Synthesis for Efficient Neighborhood Computation.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

"Inside the bible": segmentation, annotation and retrieval for a new browsing experience.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Describing texture directions with Von Mises distributions.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007

Linear Transition Detection as a Unified Shot Detection Approach.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2007

Compressed Domain Features Extraction for Shot Characterization.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Knowledge Acquisition from Multimedia Content KAMC'07, 2007

Dynamic pictorial ontologies for video digital libraries annotation.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Workshop on The Many Faces of Multimedia Semantics, 2007

Network patterns recognition for automatic dermatologic images classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Video Shots Comparison using the Mallows Distance.

[BibT_eX]

[DOI]

Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007

Prototypes Selection with Context Based Intra-class Clustering for Video Annotation with Mpeg7 Features.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: Research and Development, 2007

Similarity-Based Retrieval with MPEG-7 3D Descriptors: Performance Evaluation on the Princeton Shape Benchmark.

[BibT_eX]

[DOI]

Matteo Davolio

Proceedings of the Digital Libraries: Research and Development, 2007

Enhancing HSV histograms with achromatic points detection for video retrieval.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

University of Modena and Reggio Emilia at TRECVID 2006.

[BibT_eX]

[DOI]

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

PEANO: pictorial enriched annotation of video.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM International Conference on Multimedia, 2006

MOM: multimedia ontology manager. A framework for automatic annotation and semantic retrieval of video sequences.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Comparison of color clustering algorithms for segmentation of dermatological images.

[BibT_eX]

[DOI]

Rudy Melli

Proceedings of the Medical Imaging 2006: Image Processing, 2006

Distance transform for automatic dermatologic images composition.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2006: Image Processing, 2006

A Semi-Automatic Video Annotation tool with MPEG-7 Content Collections.

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[DOI]

Proceedings of the Eigth IEEE International Symposium on Multimedia (ISM 2006), 2006

Sub-Shot Summarization for MPEG-7 based Fast Browsing.

[BibT_eX]

Proceedings of the Post-proceedings of the Second Italian Research Conference on Digital Library Management Systems (IRCDL 2006), 2006

Performance of the MPEG-7 Shape Spectrum Descriptor for 3D Objects Retrieval.

[BibT_eX]

Proceedings of the Post-proceedings of the Second Italian Research Conference on Digital Library Management Systems (IRCDL 2006), 2006

Line Detection and Texture Characterization of Network Patterns.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Probabilistic posture classification for Human-behavior analysis.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2005

MPEG-7 Compliant Shot Detection in Sport Videos.

[BibT_eX]

[DOI]

Giovanni Tardini

Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

Shot Detection and Motion Analysis for Automatic MPEG-7 Annotation of Sports Videos.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2005

2004

Color Calibration for a Dermatological Video Camera System.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Probabilistic People Tracking for Occlusion Handling.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

A New Algorithm for Border Description of Polarized Light Surface Microscopic Images of Pigmented Skin Lesions.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2003

Detecting Moving Objects, Ghosts, and Shadows in Video Streams.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2003

Semantic Video Transcoding Using Classes of Relevance.

[BibT_eX]

[DOI]

Andrea Prati

Int. J. Image Graph., 2003

A Hough transform-based method for radial lens distortion correction.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

2002

Semantic transcoding for live video server.

[BibT_eX]

[DOI]