2024
Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features.
ACM Trans. Multim. Comput. Commun. Appl., March, 2024
Investigating OpenAI's ChatGPT Capabilities to Improve Accessibility of Textual Information: An Explorative Study.
Proceedings of the Universal Access in Human-Computer Interaction, 2024
Emojilingo: Harnessing AI to Translate Words into Emojis.
Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024
2023
Meta-learning Advisor Networks for Long-tail and Noisy Labels in Social Image Classification.
ACM Trans. Multim. Comput. Commun. Appl., 2023
Exploiting CLIP-based Multi-modal Approach for Artwork Classification and Retrieval.
CoRR, 2023
Smoothing and Transition Matrices Estimation to Learn with Noisy Labels.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
Precision Archaeology: a computational approach to archeological risk assessment.
Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023
Artificial Intelligence for the analysis of Cultural Heritage point clouds.
Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023
GPT-based Language Models meet Emojitaliano: A Preliminary Assessment Test between Automation and Creativity.
Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023
2022
Effective triplet mining improves training of multi-scale pooled CNN for image retrieval.
Mach. Vis. Appl., 2022
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Fast and effective AI approaches for video quality improvement.
Proceedings of the MHV '22: Mile-High Video Conference, Denver, Colorado, USA, March 1, 2022
Learning Advisor Networks for Noisy Image Classification.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Effective conditioned and composed image retrieval combining CLIP-based features.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Conditioned and composed image retrieval combining and partially fine-tuning CLIP-based features.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
Am I Done? Predicting Action Progress in Videos.
ACM Trans. Multim. Comput. Commun. Appl., 2021
Conditioned Image Retrieval for Fashion using Contrastive Learning and CLIP-based Features.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021
Fast Video Visual Quality and Resolution Improvement using SR-UNet.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Improving Video Quality with Generative Adversarial Networks.
Proceedings of the Multi-faceted Deep Learning - Models and Data, 2021
2020
Learning Visual Elements of Images for Discovery of Brand Posts.
ACM Trans. Multim. Comput. Commun. Appl., 2020
Increasing Video Perceptual Quality with GANs and Semantic Coding.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Image Retrieval using Multi-scale CNN Features Pooling.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020
Learning Group Activities from Skeletons without Individual Action Labels.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
Learning Subjective Attributes of Images from Auxiliary Sources.
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Fast Video Quality Enhancement using GANs.
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Open Set Recognition for Unique Person Counting via Virtual Gates.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
2018
Beyond the Product: Discovering Image Posts for Brands in Social Media.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
Object Recognition and Tracking for Smart Audio Guides.
Proceedings of the Digital Libraries and Multimedia Archives, 2018
2017
Deep Artwork Detection and Retrieval for Automatic Context-Aware Audio Guides.
ACM Trans. Multim. Comput. Commun. Appl., 2017
Automatic image annotation via label transfer in the semantic space.
Pattern Recognit., 2017
Tracing images back to their social network of origin: A CNN-based approach.
Proceedings of the 2017 IEEE Workshop on Information Forensics and Security, 2017
Outdoor Object Recognition for Smart Audio Guides.
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Deep Sentiment Features of Context and Faces for Affective Video Analysis.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017
Localization of JPEG Double Compression Through Multi-domain Convolutional Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
Image understanding by socializing the semantic gap.
PhD thesis, 2016
A multimodal feature learning approach for sentiment analysis of social network multimedia.
Multim. Tools Appl., 2016
Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement, and Retrieval.
ACM Comput. Surv., 2016
Do Textual Descriptions Help Action Recognition?
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Imaging Novecento. A Mobile App for Automatic Recognition of Artworks and Transfer of Artistic Styles.
Proceedings of the Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection, 2016
2015
Data-driven approaches for social image and video tagging.
Multim. Tools Appl., 2015
Image Tag Assignment, Refinement and Retrieval.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Image Popularity Prediction in Social Media Using Sentiment and Context Features.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Fisher Encoded Convolutional Bag-of-Windows for Efficient Image Retrieval and Social Image Tagging.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
2014
A Cross-media Model for Automatic Image Annotation.
Proceedings of the International Conference on Multimedia Retrieval, 2014
2013
An evaluation of nearest-neighbor methods for tag refinement.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013
Evaluating Temporal Information for Social Image Annotation and Retrieval.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
MICC-UNIFI at ImageCLEF 2013 Scalable Concept Image Annotation.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013
2012
LIT: transcription, annotation, search and visualization tools for the Lexicon of the Italian Television.
Multim. Tools Appl., 2012