Marco Bertini

ORCID

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 51

Top Venues

Publications

Lorenzo Agnolucci, Leonardo Galteri, Marco Bertini, Alberto Del Bimbo
Restoration of Analog Videos Using Swin-UNet. ACM Multimedia (2022)
Leonardo Galteri, Lorenzo Seidenari, Pietro Bongini, Marco Bertini, Alberto Del Bimbo
LANBIQUE: LANguage-based Blind Image QUality Evaluation. ACM Trans. Multim. Comput. Commun. Appl. 18 (2s) (2022)
Alberto Baldrati, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo
Effective conditioned and composed image retrieval combining CLIP-based features. CVPR (2022)
Federico Vaccaro, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo
Effective triplet mining improves training of multi-scale pooled CNN for image retrieval. Mach. Vis. Appl. 33 (1) (2022)
Alberto Baldrati, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo
Conditioned and composed image retrieval combining and partially fine-tuning CLIP-based features. CVPR Workshops (2022)
Maria Giovanna Donadio, Filippo Principi, Andrea Ferracani, Marco Bertini, Alberto Del Bimbo
Engaging Museum Visitors with Gamification of Body and Facial Expressions. ACM Multimedia (2022)
Marco Bertini, Francesco Ferrante, Dario Duca
Empathes: A general code for nudged elastic band transition states search. Comput. Phys. Commun. 271 (2022)
Marco Bertini, Leonardo Galteri, Lorenzo Seidenari, Tiberio Uricchio, Alberto Del Bimbo
Fast and effective AI approaches for video quality improvement. MHV (2022)
Alberto Baldrati, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo
Conditioned Image Retrieval for Fashion using Contrastive Learning and CLIP-based Features. MMAsia (2021)
Francesco Bongini, Lorenzo Berlincioni, Marco Bertini, Alberto Del Bimbo
Partially fake it till you make it: mixing real and fake thermal images for improved object detection. CoRR (2021)
My Kieu, Andrew D. Bagdanov, Marco Bertini
Bottom-up and Layerwise Domain Adaptation for Pedestrian Detection in Thermal Images. ACM Trans. Multim. Comput. Commun. Appl. 17 (1) (2021)
Francesco Bongini, Lorenzo Berlincioni, Marco Bertini, Alberto Del Bimbo
Partially Fake it Till you Make It: Mixing Real and Fake Thermal Images for Improved Object Detection. ACM Multimedia (2021)
Lorenzo Seidenari, Leonardo Galteri, Pietro Bongini, Marco Bertini, Alberto Del Bimbo
Language Based Image Quality Assessment. MMAsia (2021)
My Kieu, Lorenzo Berlincioni, Leonardo Galteri, Marco Bertini, Andrew D. Bagdanov, Alberto Del Bimbo
Robust pedestrian detection in thermal imagery using synthesized images. CoRR (2021)
Federico Vaccaro, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo
Fast Video Visual Quality and Resolution Improvement using SR-UNet. ACM Multimedia (2021)
Claudio Ferrari, Lorenzo Berlincioni, Marco Bertini, Alberto Del Bimbo
Inner Eye Canthus Localization for Human Body Temperature Screening. ICPR (2020)
My Kieu, Andrew D. Bagdanov, Marco Bertini, Alberto Del Bimbo
Task-Conditioned Domain Adaptation for Pedestrian Detection in Thermal Imagery. ECCV (22) (2020)
Marco Bertini, Andrea Ferracani, Riccardo Papucci, Alberto Del Bimbo
Keeping up with the Influencers: Improving User Recommendation in Instagram using Visual Content. UMAP (Adjunct Publication) (2020)
Federico Vaccaro, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo
Image Retrieval using Multi-scale CNN Features Pooling. ICMR (2020)
My Kieu, Lorenzo Berlincioni, Leonardo Galteri, Marco Bertini, Andrew D. Bagdanov, Alberto Del Bimbo
Robust pedestrian detection in thermal imagery using synthesized images. ICPR (2020)
K. Selçuk Candan, Marco Bertini, Xiao-Yong Wei, Lexing Xie
Editorial for the ICMR 2019 special issue. Int. J. Multim. Inf. Retr. 9 (1) (2020)
Filippo Mameli, Marco Bertini, Leonardo Galteri, Alberto Del Bimbo
Image and Video Restoration and Compression Artefact Removal Using a NoGAN Approach. ACM Multimedia (2020)
Claudio Ferrari, Lorenzo Berlincioni, Marco Bertini, Alberto Del Bimbo
Inner Eye Canthus Localization for Human Body Temperature Screening. CoRR (2020)
Filippo Mameli, Marco Bertini, Leonardo Galteri, Alberto Del Bimbo
A NoGAN approach for image and video restoration and compression artifact removal. ICPR (2020)
Leonardo Galteri, Marco Bertini, Lorenzo Seidenari, Tiberio Uricchio, Alberto Del Bimbo
Increasing Video Perceptual Quality with GANs and Semantic Coding. ACM Multimedia (2020)
Federico Vaccaro, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo
Image Retrieval using Multi-scale CNN Features Pooling. CoRR (2020)
Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo
Fast Video Quality Enhancement using GANs. ACM Multimedia (2019)
Sho Takahashi, Marco Bertini, Alberto Del Bimbo, Miki Haseyama, Toru Hagiwara
Similarity Calculation Based on Pass Regions in Soccer Videos. GCCE (2019)
Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo
Towards Real-Time Image Enhancement GANs. CAIP (1) (2019)
Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo
Deep Universal Generative Adversarial Compression Artifact Removal. IEEE Trans. Multim. 21 (8) (2019)
My Kieu, Andrew D. Bagdanov, Marco Bertini, Alberto Del Bimbo
Domain Adaptation for Privacy-Preserving Pedestrian Detection in Thermal Imagery. ICIAP (2) (2019)
Gianmarco Sanesi, Andrew D. Bagdanov, Marco Bertini, Alberto Del Bimbo
DeepPhysio: Monitored Physiotherapeutic Exercise in the Comfort of your Own Home. ACM Multimedia (2019)
Leonardo Galteri, Marco Bertini, Lorenzo Seidenari, Alberto Del Bimbo
Video Compression for Object Detection Algorithms. ICPR (2018)
Lorenzo Seidenari, Claudio Baecchi, Tiberio Uricchio, Andrea Ferracani, Marco Bertini, Alberto Del Bimbo
Object Recognition and Tracking for Smart Audio Guides. IRCDL (2018)
Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo
Deep Generative Adversarial Compression Artifact Removal. ICCV (2017)
Simone Ercoli, Marco Bertini, Alberto Del Bimbo
Compact Hash Codes for Efficient Visual Descriptors Retrieval in Large Scale Databases. IEEE Trans. Multim. 19 (11) (2017)
Leonardo Galteri, Dena Bazazian, Lorenzo Seidenari, Marco Bertini, Andrew D. Bagdanov, Anguelos Nicolaou, Dimosthenis Karatzas, Alberto Del Bimbo
Reading Text in the Wild from Compressed Images. ICCV Workshops (2017)
Lorenzo Seidenari, Claudio Baecchi, Tiberio Uricchio, Andrea Ferracani, Marco Bertini, Alberto Del Bimbo
Deep Artwork Detection and Retrieval for Automatic Context-Aware Audio Guides. ACM Trans. Multim. Comput. Commun. Appl. 13 (3s) (2017)
Claudio Baecchi, Tiberio Uricchio, Marco Bertini, Alberto Del Bimbo
Deep Sentiment Features of Context and Faces for Affective Video Analysis. ICMR (2017)
Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo
Spatio-Temporal Closed-Loop Object Detection. IEEE Trans. Image Process. 26 (3) (2017)
Simone Ercoli, Marco Bertini, Alberto Del Bimbo
Efficient and compact visual feature descriptors hashing using hierarchical multiple assignment k-means. ICME Workshops (2017)
Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo
Deep Generative Adversarial Compression Artifact Removal. CoRR (2017)
Giulia Fontanini, Marco Bertini, Alberto Del Bimbo
Web Video Popularity Prediction using Sentiment and Content Visual Features. ICMR (2016)
Xirong Li, Tiberio Uricchio, Lamberto Ballan, Marco Bertini, Cees G. M. Snoek, Alberto Del Bimbo
Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement, and Retrieval. ACM Comput. Surv. 49 (1) (2016)
Andrea Salvi, Simone Ercoli, Marco Bertini, Alberto Del Bimbo
Bloom Filters and Compact Hash Codes for Efficient and Distributed Image Retrieval. CoRR (2016)
Andrea Salvi, Simone Ercoli, Marco Bertini, Alberto Del Bimbo
Bloom Filters and Compact Hash Codes for Efficient and Distributed Image Retrieval. ISM (2016)
Anastasios D. Doulamis, Nikolaos D. Doulamis, Marco Bertini, Jordi Gonzàlez, Thomas B. Moeslund
Guest Editorial: Analysis and Retrieval of Events/Actions and Workflows in Video Streams. Multim. Tools Appl. 75 (22) (2016)
Claudio Baecchi, Tiberio Uricchio, Marco Bertini, Alberto Del Bimbo
A multimodal feature learning approach for sentiment analysis of social network multimedia. Multim. Tools Appl. 75 (5) (2016)
Simone Ercoli, Marco Bertini, Alberto Del Bimbo
Compact Hash Codes for Efficient Visual Descriptors Retrieval in Large Scale Databases. CoRR (2016)
Giovanni Taverriti, Stefano Lombini, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo
Real-time Wearable Computer Vision System for Improved Museum Experience. ACM Multimedia (2016)
Andrea Ferracani, Daniele Pezzatini, Marco Bertini, Alberto Del Bimbo
Item-Based Video Recommendation: An Hybrid Approach considering Human Factors. ICMR (2016)
Xirong Li, Tiberio Uricchio, Lamberto Ballan, Marco Bertini, Cees G. M. Snoek, Alberto Del Bimbo
Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement and Retrieval. CoRR (2015)
Diana Affi, Joël Dumoulin, Marco Bertini, Elena Mugellini, Omar Abou Khaled, Alberto Del Bimbo
SensiTV: Smart EmotioNal System for Impaired People's TV. TVX (2015)
Lamberto Ballan, Marco Bertini, Giuseppe Serra, Alberto Del Bimbo
A data-driven approach for tag refinement and localization in web videos. Comput. Vis. Image Underst. 140 (2015)
Tiberio Uricchio, Marco Bertini, Lorenzo Seidenari, Alberto Del Bimbo
Fisher Encoded Convolutional Bag-of-Windows for Efficient Image Retrieval and Social Image Tagging. ICCV Workshops (2015)
Lamberto Ballan, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo
Data-driven approaches for social image and video tagging. Multim. Tools Appl. 74 (4) (2015)
Joël Dumoulin, Diana Affi, Elena Mugellini, Omar Abou Khaled, Marco Bertini, Alberto Del Bimbo
Affect Recognition in a Realistic Movie Dataset Using a Hierarchical Approach. ASM@ACM Multimedia (2015)
Francesco Gelli, Tiberio Uricchio, Marco Bertini, Alberto Del Bimbo, Shih-Fu Chang
Image Popularity Prediction in Social Media Using Sentiment and Context Features. ACM Multimedia (2015)
Andrea Ferracani, Daniele Pezzatini, Marco Bertini, Saverio Meucci, Alberto Del Bimbo
A System for Video Recommendation using Visual Saliency, Crowdsourced and Automatic Annotations. ACM Multimedia (2015)
Joël Dumoulin, Diana Affi, Elena Mugellini, Omar Abou Khaled, Marco Bertini, Alberto Del Bimbo
Movie's Affect Communication Using Multisensory Modalities. ACM Multimedia (2015)
Xirong Li, Tiberio Uricchio, Lamberto Ballan, Marco Bertini, Cees G. M. Snoek, Alberto Del Bimbo
Image Tag Assignment, Refinement and Retrieval. ACM Multimedia (2015)
Simone Ercoli, Marco Bertini, Alberto Del Bimbo
Compact hash codes and data structures for efficient mobile visual search. ICME Workshops (2015)
Giuseppe Becchi, Marco Bertini, Alberto Del Bimbo, Andrea Ferracani, Daniele Pezzatini
A Distributed System for Multimedia Monitoring, Publishing and Retrieval. IRCDL (2014)
Giuseppe Becchi, Marco Bertini, Lorenzo Cioni, Alberto Del Bimbo, Andrea Ferracani, Daniele Pezzatini, Mathias Lux
Loki+Lire: a framework to create web-based multimedia search engines. ACM Multimedia (2014)
Lamberto Ballan, Marco Bertini, Giuseppe Serra, Alberto Del Bimbo
A Data-Driven Approach for Tag Refinement and Localization in Web Videos. CoRR (2014)
Anastasios D. Doulamis, Nikolaos D. Doulamis, Marco Bertini, Jordi Gonzàlez, Thomas B. Moeslund
4th ACM/IEEE ARTEMIS 2013 international workshop on analysis and retrieval of tracked events and motion in imagery streams. ACM Multimedia (2013)
Tiberio Uricchio, Lamberto Ballan, Marco Bertini, Alberto Del Bimbo
An evaluation of nearest-neighbor methods for tag refinement. ICME (2013)
Marco Bertini, Alberto Del Bimbo, Andrea Ferracani, Lea Landucci, Daniele Pezzatini
Interactive multi-user video retrieval systems. Multim. Tools Appl. 62 (1) (2013)
Lamberto Ballan, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo
Social media annotation. CBMI (2013)
Marco Bertini, Alberto Del Bimbo, Andrea Ferracani, Francesco Gelli, Daniele Maddaluno, Daniele Pezzatini
Socially-aware video recommendation using users' profiles and crowdsourced annotations. SAM@ACM Multimedia (2013)
Marco Bertini, Alberto Del Bimbo, George Ioannidis, Emile Bijk, Isabel Trancoso, Hugo Meinedo
euTV: a system for media monitoring and publishing. ACM Multimedia (2013)
Tiberio Uricchio, Lamberto Ballan, Marco Bertini, Alberto Del Bimbo
Evaluating Temporal Information for Social Image Annotation and Retrieval. ICIAP (1) (2013)
Giuseppe Serra, Thomas M. Alisi, Marco Bertini, Lamberto Ballan, Alberto Del Bimbo, Laurent-Walter Goix, Carlo Alberto Licciardi
Demo paper: Stamat: A framework for Social Topics and Media Analysis. ICME Workshops (2013)
Marco Bertini, Alberto Del Bimbo, Andrea Ferracani, Francesco Gelli, Daniele Maddaluno, Daniele Pezzatini
A novel framework for collaborative video recommendation, interest discovery and friendship suggestion based on semantic profiling. ACM Multimedia (2013)
Tiberio Uricchio, Marco Bertini, Lamberto Ballan, Alberto Del Bimbo
MICC-UNIFI at ImageCLEF 2013 Scalable Concept Image Annotation. CLEF (Working Notes) (2013)
Seungmin Rho, Marco Bertini, Gamhewage Chaminda de Silva, Stephan Kopf
Multimedia and semantic technologies for future computing environments. Multim. Tools Appl. 61 (1) (2012)
Marco Bertini, Alberto Del Bimbo, Andrea Ferracani, Daniele Pezzatini
Social and automatic annotation of videos for semantic profiling and content discovery. ACM Multimedia (2012)
Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari
Multi-scale and real-time non-parametric approach for anomaly detection and localization. Comput. Vis. Image Underst. 116 (3) (2012)
Joël Dumoulin, Marco Bertini, Alberto Del Bimbo, Elena Mugellini, Omar Abou Khaled, Maria Sokhn
Next Generation TV through Automatic Multimedia Annotation Systems - A Hybrid Approach. SIGMAP (2012)
Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari, Giuseppe Serra
Effective Codebooks for Human Action Representation and Classification in Unconstrained Videos. IEEE Trans. Multim. 14 (4) (2012)
Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Andrea M. Serain, Giuseppe Serra, Benito F. Zaccone
Combining generative and discriminative models for classifying social images from 101 object categories. ICPR (2012)
Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari
Scene and crowd behaviour analysis with local space-time descriptors. ISCCSP (2012)
Marco Bertini, Alberto Del Bimbo, Andrea Ferracani, Daniele Pezzatini
A social network for video annotation and discovery based on semantic profiling. WWW (Companion Volume) (2012)
Marco Bertini, Alberto Del Bimbo, Andrea Ferracani, Daniele Pezzatini
Interactive video search and browsing systems. CBMI (2011)
Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Giuseppe Serra
Enriching and localizing semantic tags in internet videos. ACM Multimedia (2011)
Marco Bertini, Giuseppe Becchi, Alberto Del Bimbo, Andrea Ferracani, Daniele Pezzatini
A web system for ontology-based multimedia annotation, browsing and search. ICME (2011)
Marco Bertini, Vladan Devedzic, Dragan Gasevic, Carlo Torniai
Editorial. Interact. Learn. Environ. 19 (1) (2011)
Marco Bertini, Alberto Del Bimbo, George Ioannidis, Alexandru Stan, Emile Bijk
A flexible environment for multimedia management and publishing. ICMR (2011)
Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari, Giuseppe Serra
Event detection and recognition for semantic annotation of video. Multim. Tools Appl. 51 (1) (2011)
Andrew D. Bagdanov, Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari
Adaptive Video Compression for Video Surveillance Applications. ISM (2011)
Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Marco Meoni, Giuseppe Serra
Tag suggestion and localization in user-generated videos based on social knowledge. WSM@MM (2010)
Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Giuseppe Serra
Semantic annotation of soccer videos by visual instance clustering and spatial/temporal reasoning in ontologies. Multim. Tools Appl. 48 (2) (2010)
Marco Bertini, Gianpaolo D'Amico, Andrea Ferracani, Marco Meoni, Giuseppe Serra
Web-based semantic browsing of video collections using multimedia ontologies. ACM Multimedia (2010)
Marco Bertini, Gianpaolo D'Amico, Andrea Ferracani, Marco Meoni, Giuseppe Serra
Sirio, orione and pan: an integrated web system for ontology-based video search and annotation. ACM Multimedia (2010)
Lorenzo Seidenari, Marco Bertini
Non-parametric anomaly detection exploiting space-time features. ACM Multimedia (2010)
Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Giuseppe Serra
Video event classification using string kernels. Multim. Tools Appl. 48 (1) (2010)
Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo
Dense spatio-temporal features for non-parametric anomaly detection and localization. ARTEMIS@ACM Multimedia (2010)
Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Giuseppe Serra
Video Annotation and Retrieval Using Ontologies and Rule Learning. IEEE Multim. 17 (4) (2010)
Thomas M. Alisi, Marco Bertini, Gianpaolo D'Amico, Alberto Del Bimbo, Andrea Ferracani, Federico Pernici, Giuseppe Serra
Sirio: an ontology-based web search engine for videos. ACM Multimedia (2009)
Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari, Giuseppe Serra
Recognizing human actions by fusing spatio-temporal appearance and motion descriptors. ICIP (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marco Bertini