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Federico Becattini, PhD

Tenure Track Assistant Professor (RTD-B)
University of Siena
name.surnameATunisi.it


ABOUT
PUBLICATIONS
TEACHING

Publications

  1. Indexing ensembles of exemplar-svms with rejecting taxonomies
    Becattini, Federico and Seidenari, Lorenzo and Del Bimbo, Alberto
    2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI)
    PDF BibTex

  2. Segmentation free object discovery in video
    Cuffaro, Giovanni and Becattini, Federico and Baecchi, Claudio and Seidenari, Lorenzo and Del Bimbo, Alberto
    PDF BibTex

  3. Imaging novecento. a mobile app for automatic recognition of artworks and transfer of artistic styles
    Becattini, Federico and Ferracani, Andrea and Landucci, Lea and Pezzatini, Daniele and Uricchio, Tiberio and Bimbo, Alberto Del
    Euro-Mediterranean Conference
    PDF BibTex

  4. Am I done? Predicting action progress in videos
    Becattini, Federico and Uricchio, Tiberio and Seidenari, Lorenzo and Ballan, Lamberto and Bimbo, Alberto Del
    ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
    PDF BibTex

  5. Indexing quantized ensembles of exemplar-SVMs with rejecting taxonomies
    Becattini, Federico and Seidenari, Lorenzo and Del Bimbo, Alberto
    Multimedia Tools and Applications
    PDF BibTex

  6. Road layout understanding by generative adversarial inpainting
    Berlincioni, Lorenzo and Becattini, Federico and Galteri, Leonardo and Seidenari, Lorenzo and Bimbo, Alberto Del
    Inpainting and Denoising Challenges
    PDF BibTex

  7. Vehicle Trajectories from Unlabeled Data through Iterative Plane Registration
    Becattini, Federico and Seidenari, Lorenzo and Berlincioni, Lorenzo and Galteri, Leonardo and Del Bimbo, Alberto
    International Conference on Image Analysis and Processing
    PDF BibTex

  8. NeuronUnityIntegration2. 0. A Unity Based Application for Motion Capture and Gesture Recognition
    Becattini, Federico and Ferracani, Andrea and Principi, Filippo and Ghianni, Marioemanuele and Del Bimbo, Alberto
    Proceedings of the 27th ACM International Conference on Multimedia
    PDF BibTex

  9. Voice Onset Time Enhanced User System (VOTEUS) a web graphic interface for the analysis of plosives’ release phases
    Piccardi, Duccio and Becattini, Federico
    Book series Studi AISV
    PDF BibTex

  10. Visual question answering for cultural heritage
    Bongini, Pietro and Becattini, Federico and Bagdanov, Andrew D and Del Bimbo, Alberto
    IOP Conference Series Materials Science and Engineering
    PDF BibTex

  11. Mantra Memory augmented networks for multiple trajectory prediction
    Marchetti, Francesco and Becattini, Federico and Seidenari, Lorenzo and Bimbo, Alberto Del
    Proceedings of the IEEE/CVF conference on computer vision and pattern recognition
    PDF BibTex

  12. Explaining autonomous driving by learning end-to-end visual attention
    Cultrera, Luca and Seidenari, Lorenzo and Becattini, Federico and Pala, Pietro and Del Bimbo, Alberto
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops
    PDF BibTex

  13. Multiple Trajectory Prediction of Moving Agents with Memory Augmented Networks
    Marchetti, Francesco and Becattini, Federico and Seidenari, Lorenzo and Del Bimbo, Alberto
    IEEE Transactions on Pattern Analysis and Machine Intelligence
    PDF BibTex

  14. Multiple future prediction leveraging synthetic trajectories
    Berlincioni, Lorenzo and Becattini, Federico and Seidenari, Lorenzo and Del Bimbo, Alberto
    2020 25th International Conference on Pattern Recognition (ICPR)
    PDF BibTex

  15. Temporal binary representation for event-based action recognition
    Innocenti, Simone Undri and Becattini, Federico and Pernici, Federico and Del Bimbo, Alberto
    2020 25th International Conference on Pattern Recognition (ICPR)
    PDF BibTex

  16. Garment recommendation with memory augmented neural networks
    De Divitiis, Lavinia and Becattini, Federico and Baecchi, Claudio and Del Bimbo, Alberto
    International conference on pattern recognition
    PDF BibTex

  17. Style-based outfit recommendation
    De Divitiis, Lavinia and Becattini, Federico and Baecchi, Claudio and Del Bimbo, Alberto
    2021 International Conference on Content-Based Multimedia Indexing (CBMI)
    PDF BibTex

  18. PLM-IPE A pixel-landmark mutual enhanced framework for implicit preference estimation
    Becattini, Federico and Song, Xuemeng and Baecchi, Claudio and Fang, Shi-Ting and Ferrari, Claudio and Nie, Liqiang and Del Bimbo, Alberto
    ACM Multimedia Asia
    PDF BibTex

  19. (Compress and Restore) N a Robust Defense Against Adversarial Attacks on Image Classification
    Ferrari, Claudio and Becattini, Federico and Galteri, Leonardo and Bimbo, Alberto Del
    ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
    PDF BibTex

  20. Smemo social memory for trajectory forecasting
    Marchetti, Francesco and Becattini, Federico and Seidenari, Lorenzo and Del Bimbo, Alberto
    IEEE Transactions on Pattern Analysis and Machine Intelligence
    PDF BibTex

  21. Deep variational learning for multiple trajectory prediction of 360° head movements
    Guimard, Quentin and Sassatelli, Lucile and Marchetti, Francesco and Becattini, Federico and Seidenari, Lorenzo and Bimbo, Alberto Del
    Proceedings of the 13th ACM Multimedia Systems Conference
    PDF BibTex

  22. Disentangling features for fashion recommendation
    De Divitiis, Lavinia and Becattini, Federico and Baecchi, Claudio and Del Bimbo, Alberto
    ACM Transactions on Multimedia Computing, Communications and Applications
    PDF BibTex

  23. Forecasting future instance segmentation with learned optical flow and warping
    Ciamarra, Andrea and Becattini, Federico and Seidenari, Lorenzo and Del Bimbo, Alberto
    International Conference on Image Analysis and Processing
    PDF BibTex

  24. Online Deep Clustering with Video Track Consistency
    Alfani, Alessandra and Becattini, Federico and Seidenari, Lorenzo and Del Bimbo, Alberto
    2022 26th International Conference on Pattern Recognition (ICPR)
    PDF BibTex

  25. Is GPT-3 All You Need for Visual Question Answering in Cultural Heritage?
    Bongini, Pietro and Becattini, Federico and Del Bimbo, Alberto
    European Conference on Computer Vision
    PDF BibTex

  26. Fashion recommendation based on style and social events
    Becattini, Federico and De Divitiis, Lavinia and Baecchi, Claudio and Bimbo, Alberto Del
    Multimedia Tools and Applications
    PDF BibTex

  27. Understanding human reactions looking at facial microexpressions with an event camera
    Becattini, Federico and Palai, Federico and Del Bimbo, Alberto
    IEEE Transactions on Industrial Informatics
    PDF BibTex

  28. I-MALL An Effective Framework for Personalized Visits. Improving the Customer Experience in Stores
    Becattini, Federico and Becchi, Giuseppe and Ferracani, Andrea and Bimbo, Alberto Del and Presti, Liliana Lo and Mazzola, Giuseppe and Cascia, Marco La and Cunico, Federico and Toaiari, Andrea and Cristani, Marco and others
    Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation
    PDF BibTex

  29. MCFR'22 1st Workshop on Multimedia Computing towards Fashion Recommendation
    Song, Xuemeng and Chen, Jingjing and Becattini, Federico and Guan, Weili and Zhan, Yibing and Chua, Tat-Seng
    Proceedings of the 30th ACM International Conference on Multimedia
    PDF BibTex

  30. Memory Networks
    Becattini, Federico and Uricchio, Tiberio
    Proceedings of the 30th ACM International Conference on Multimedia
    PDF BibTex

  31. Events in crowded places A smart service management
    Becattini, Federico and Ferracani, Andrea and Becchi, Giuseppe and Del Bimbo, Alberto
    Pattern Recognition Letters
    PDF BibTex

  32. Joint-Based Action Progress Prediction
    Pucci, Davide and Becattini, Federico and Del Bimbo, Alberto
    Sensors
    PDF BibTex

  33. Explaining autonomous driving with visual attention and end-to-end trainable region proposals
    Cultrera, Luca and Becattini, Federico and Seidenari, Lorenzo and Pala, Pietro and Del Bimbo, Alberto
    Journal of Ambient Intelligence and Humanized Computing
    PDF BibTex

  34. Explainable sparse attention for memory-based trajectory predictors
    Marchetti, Francesco and Becattini, Federico and Seidenari, Lorenzo and Del Bimbo, Alberto
    European Conference on Computer Vision
    PDF BibTex

  35. VISCOUNTH A Large-Scale Multilingual Visual Question Answering Dataset for Cultural Heritage
    Becattini, Federico and Bongini, Pietro and Bulla, Luana and Bimbo, Alberto Del and Marinucci, Ludovica and Mongiov{\`\i}, Misael and Presutti, Valentina
    ACM Transactions on Multimedia Computing, Communications and Applications
    PDF BibTex

  36. Neuromorphic Event-based Facial Expression Recognition
    Berlincioni, Lorenzo and Cultrera, Luca and Albisani, Chiara and Cresti, Lisa and Leonardo, Andrea and Picchioni, Sara and Becattini, Federico and Del Bimbo, Alberto
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
    PDF BibTex

  37. Transformer-based Graph Neural Networks for Outfit Generation
    Becattini, Federico and Teotini, Federico Maria and Del Bimbo, Alberto
    IEEE Transactions on Emerging Topics in Computing
    PDF BibTex

  38. Computer Vision in Human Analysis From Face and Body to Clothes
    Daoudi, Mohamed and Vezzani, Roberto and Borghi, Guido and Ferrari, Claudio and Cornia, Marcella and Becattini, Federico and Pilzer, Andrea
    Sensors
    PDF BibTex

  39. Attribute disentanglement with gradient reversal for interactive fashion retrieval
    Scaramuzzino, Giovanna and Becattini, Federico and Del Bimbo, Alberto
    Pattern Recognition Letters
    PDF BibTex

  40. ECO Ensembling Context Optimization for Vision-Language Models
    Agnolucci, Lorenzo and Baldrati, Alberto and Todino, Francesco and Becattini, Federico and Bertini, Marco and Del Bimbo, Alberto
    Proceedings of the IEEE/CVF International Conference on Computer Vision
    PDF BibTex

  41. Head pose estimation patterns as deepfake detectors
    Becattini, Federico and Bisogni, Carmen and Loia, Vincenzo and Pero, Chiara and Hao, Fei
    ACM Transactions on Multimedia Computing, Communications and Applications
    PDF BibTex

  42. Diffusion Based Augmentation for Captioning and Retrieval in Cultural Heritage
    Cioni, Dario and Berlincioni, Lorenzo and Becattini, Federico and Del Bimbo, Alberto
    Proceedings of the IEEE/CVF International Conference on Computer Vision
    PDF BibTex

  43. Robot Pose Nowcasting Forecast the Future to Improve the Present
    Simoni, Alessandro and Marchetti, Francesco and Borghi, Guido and Becattini, Federico and Seidenari, Lorenzo and Vezzani, Roberto and Del Bimbo, Alberto
    arXiv preprint arXiv2308.12914
    PDF BibTex

  44. FLODCAST Flow and Depth Forecasting via Multimodal Recurrent Architectures
    Ciamarra, Andrea and Becattini, Federico and Seidenari, Lorenzo and Del Bimbo, Alberto
    arXiv preprint arXiv2310.20593
    PDF BibTex

  45. Deepfake detection by exploiting surface anomalies the SurFake approach
    Ciamarra, Andrea and Caldelli, Roberto and Becattini, Federico and Seidenari, Lorenzo and Del Bimbo, Alberto
    Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision
    PDF BibTex

  46. Addressing Limitations of State-Aware Imitation Learning for Autonomous Driving
    Cultrera, Luca and Becattini, Federico and Seidenari, Lorenzo and Pala, Pietro and Del Bimbo, Alberto
    IEEE Transactions on Intelligent Vehicles
    PDF BibTex

  47. Deep Variational Learning for 360° Adaptive Streaming
    Guimard, Quentin and Sassatelli, Lucile and Marchetti, Francesco and Becattini, Federico and Seidenari, Lorenzo and Bimbo, Alberto Del
    ACM Transactions on Multimedia Computing, Communications and Applications
    PDF BibTex