Federico Becattini

Orcid: 0000-0003-2537-2700

According to our database¹, Federico Becattini authored at least 46 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

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PhD thesis

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Bibliography

2024

Addressing Limitations of State-Aware Imitation Learning for Autonomous Driving.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., January, 2024

Transformer-Based Graph Neural Networks for Outfit Generation.

[BibT_eX]

[DOI]

Federico Becattini

Federico Maria Teotini

Alberto Del Bimbo

IEEE Trans. Emerg. Top. Comput., 2024

Neuromorphic Face Analysis: a Survey.

[BibT_eX]

[DOI]

CoRR, 2024

Interactive Garment Recommendation with User in the Loop.

[BibT_eX]

[DOI]

CoRR, 2024

Neuromorphic Valence and Arousal Estimation.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Fashion recommendation based on style and social events.

[BibT_eX]

[DOI]

Multim. Tools Appl., October, 2023

Attribute disentanglement with gradient reversal for interactive fashion retrieval.

[BibT_eX]

[DOI]

Giovanna Scaramuzzino

Federico Becattini

Alberto Del Bimbo

Pattern Recognit. Lett., August, 2023

Multiple Trajectory Prediction of Moving Agents With Memory Augmented Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

(Compress and Restore)<sup>N</sup>: A Robust Defense Against Adversarial Attacks on Image Classification.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., February, 2023

Disentangling Features for Fashion Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., February, 2023

Joint-Based Action Progress Prediction.

[BibT_eX]

[DOI]

Davide Pucci

Federico Becattini

Alberto Del Bimbo

Sensors, 2023

Computer Vision in Human Analysis: From Face and Body to Clothes.

[BibT_eX]

[DOI]

Sensors, 2023

Deepfake detection by exploiting surface anomalies: the SurFake approach.

[BibT_eX]

[DOI]

CoRR, 2023

FLODCAST: Flow and Depth Forecasting via Multimodal Recurrent Architectures.

[BibT_eX]

[DOI]

CoRR, 2023

Robot Pose Nowcasting: Forecast the Future to Improve the Present.

[BibT_eX]

[DOI]

CoRR, 2023

Diffusion Based Augmentation for Captioning and Retrieval in Cultural Heritage.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ECO: Ensembling Context Optimization for Vision-Language Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Neuromorphic Event-based Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Understanding Human Reactions Looking at Facial Microexpressions With an Event Camera.

[BibT_eX]

[DOI]

Federico Becattini

Federico Palai

Alberto Del Bimbo

IEEE Trans. Ind. Informatics, 2022

Events in crowded places: A smart service management.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2022

SMEMO: Social Memory for Trajectory Forecasting.

[BibT_eX]

[DOI]

CoRR, 2022

Deep variational learning for multiple trajectory prediction of 360° head movements.

[BibT_eX]

[DOI]

Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022

MCFR'22: 1st Workshop on Multimedia Computing towards Fashion Recommendation.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Memory Networks.

[BibT_eX]

[DOI]

Federico Becattini

Tiberio Uricchio

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

I-MALL An Effective Framework for Personalized Visits. Improving the Customer Experience in Stores.

[BibT_eX]

[DOI]

Proceedings of the MCFR@MM 2022: Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation, 2022

Online Deep Clustering with Video Track Consistency.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Forecasting Future Instance Segmentation with Learned Optical Flow and Warping.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Explainable Sparse Attention for Memory-Based Trajectory Predictors.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Is GPT-3 All You Need for Visual Question Answering in Cultural Heritage?

[BibT_eX]

[DOI]

Pietro Bongini

Federico Becattini

Alberto Del Bimbo

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Am I Done? Predicting Action Progress in Videos.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

PLM-IPE: A Pixel-Landmark Mutual Enhanced Framework for Implicit Preference Estimation.

[BibT_eX]

[DOI]

Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Style-Based Outfit Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2020

Visual Question Answering for Cultural Heritage.

[BibT_eX]

[DOI]

CoRR, 2020

Temporal Binary Representation for Event-Based Action Recognition.

[BibT_eX]

[DOI]

Simone Undri Innocenti

Federico Becattini

Federico Pernici

Alberto Del Bimbo

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

Garment Recommendation with Memory Augmented Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Multiple Future Prediction Leveraging Synthetic Trajectories.

[BibT_eX]

[DOI]

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

MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Explaining Autonomous Driving by Learning End-to-End Visual Attention.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

NeuronUnityIntegration2.0. A Unity Based Application for Motion Capture and Gesture Recognition.

[BibT_eX]

[DOI]

Federico Becattini

Andrea Ferracani

Filippo Principi

Marioemanuele Ghianni

Alberto Del Bimbo

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Vehicle Trajectories from Unlabeled Data Through Iterative Plane Registration.

[BibT_eX]

[DOI]

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

2018

Semantic Road Layout Understanding by Generative Adversarial Inpainting.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Indexing quantized ensembles of exemplar-SVMs with rejecting taxonomies.

[BibT_eX]

[DOI]

Federico Becattini

Lorenzo Seidenari

Alberto Del Bimbo

Multim. Tools Appl., 2017

Thermodynamic Equilibrium and Relativity: Killing Vectors and Lie Derivatives.

[BibT_eX]

[DOI]

Federico Becattini

Proceedings of the Geometric Science of Information - Third International Conference, 2017

2016

Imaging Novecento. A Mobile App for Automatic Recognition of Artworks and Transfer of Artistic Styles.

[BibT_eX]

[DOI]

Proceedings of the Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection, 2016

Segmentation Free Object Discovery in Video.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Indexing Ensembles of Exemplar-SVMs with rejecting taxonomies.

[BibT_eX]

[DOI]

Federico Becattini

Lorenzo Seidenari

Alberto Del Bimbo

Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

Federico Becattini

Timeline

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