Publications

Niccolò Niccoli, Federico Becattini, Lorenzo Seidenari (2026). Defending from GeoLocalization through Adversarial Road Trips. European Conference on Computer Vision (ECCV).

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Claudio Provvedi, Lorenzo Seidenari, Benedetta Picano, Romano Fantacci (2026). Intent-LLM: A Framework for Automated Network Configuration Through Code Generation. IEEE Transactions on Cognitive Communications and Networking.

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Niccolò Niccoli, Silvia Dani, Marco Mistretta, Andrew D. Bagdanov, Marco Bertini, Lorenzo Seidenari (2026). GeoBiaset: A Counterfactual Benchmark for Demographic Bias in World-Level Geolocalization. NeurIPS 2026 (Accepted).

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Matteo Trippodo, Federico Becattini, Lorenzo Seidenari (2025). Immunizing Images from Text to Image Editing via Adversarial Cross-Attention. Proceedings of the 33rd ACM International Conference on Multimedia (MM ’25).

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Francesco Marchetti, Benedetta Picano, Lorenzo Seidenari, Romano Fantacci (2025). Foundation Forecasting in IoE Networks: When Generative AI Meets Programmable Edge Nodes. IEEE Internet of Things Journal.

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Niccolò Niccoli, Leonardo Galteri, Lorenzo Seidenari (2025). Diffusion Autoencoders are Foundation Video Compressors. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops.

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Ilaria Greco, Marco Salvatori, Elena Buonafede, Alessandra Pistolesi, Andrea Corradini, Nadia Cappai, Matilde Marconi, Lorenzo Seidenari, Francesca Cagnacci, Francesco Rovero (2025). Placement matters: Implications of trail- versus random-based camera-trap deployment for monitoring mammal communities. Ecological Applications.

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Hondamunige Prasanna Silva, Federico Becattini, Lorenzo Seidenari (2025). Attacking Attention of Foundation Models Disrupts Downstream Tasks. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops.

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Silvia Dani, Tiberio Uricchio, Lorenzo Seidenari (2025). Prompt-Based Consistent Video Colorization. Image Analysis and Processing – ICIAP 2025.

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Niccolò Niccoli, Lorenzo Seidenari, Ilaria Greco, Francesco Rovero (2025). Benchmark on Monocular Metric Depth Estimation in Wildlife Setting. Image Analysis and Processing – ICIAP 2025 Workshops.

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Daniel Cores, Lorenzo Seidenari, Alberto Del Bimbo, Víctor M. Brea, Manuel Mucientes (2025). A fine-tuning approach based on spatio-temporal features for few-shot video object detection. Engineering Applications of Artificial Intelligence.

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Alessandro Simoni, Francesco Marchetti, Guido Borghi, Federico Becattini, Lorenzo Seidenari, Roberto Vezzani, Alberto Del Bimbo (2025). 3D Pose Nowcasting: Forecast the future to improve the present. Computer Vision and Image Understanding.

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Luca Cultrera, Federico Becattini, Lorenzo Seidenari, Pietro Pala, Alberto Del Bimbo (2024). Addressing Limitations of State-Aware Imitation Learning for Autonomous Driving. IEEE Transactions on Intelligent Vehicles.

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Quentin Guimard, Lucile Sassatelli, Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo (2024). Deep Variational Learning for 360 Adaptive Streaming. ACM Transactions on Multimedia Computing, Communications and Applications.

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Jakub W. Bubnicki, Ben Norton, Steven J. Baskauf, Tom Bruce, Francesca Cagnacci, Jim Casaer, Marcin Churski, Joris P. G. M. Cromsigt, Simone Dal Farra, Christian Fiderer, Tavis D. Forrester, Heidi Hendry, Marco Heurich, Tim R. Hofmeester, Patrick A. Jansen, Roland Kays, Dries P. J. Kuijper, Yorick Liefting, John D. C. Linnell, Matthew S. Luskin, Christopher Mann, Tanja Milotic, Peggy Newman, Jürgen Niedballa, Damiano Oldoni, Federico Ossi, Tim Robertson, Francesco Rovero, Marcus Rowcliffe, Lorenzo Seidenari, Izabela Stachowicz, Dan Stowell, Mathias W. Tobler, John Wieczorek, Fridolin Zimmermann, Peter Desmet (2024). Camtrap DP: an open standard for the FAIR exchange and archiving of camera trap data. Remote Sensing in Ecology and Conservation.

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Andrea Ciamarra, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo, others (2024). FLODCAST: Flow and depth forecasting via multimodal recurrent architectures. Pattern Recognition.

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Alessandro Simoni, Francesco Marchetti, Guido Borghi, Federico Becattini, Davide Davoli, Lorenzo Garattoni, Gianpiero Francesca, Lorenzo Seidenari, Roberto Vezzani (2024). Depth-based Privileged Information for Boosting 3D Human Pose Estimation on RGB. Computer Vision – ECCV 2024 Workshops.

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Andrea Ciamarra, Roberto Caldelli, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo (2024). Deepfake Detection by Exploiting Surface Anomalies: The SurFake Approach. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops.

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Dario Cioni, Christos Tzelepis, Lorenzo Seidenari, Ioannis Patras (2024). Are CLIP Features All You Need for Universal Synthetic Image Origin Attribution?. Computer Vision – ECCV 2024 Workshops.

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Luca Cultrera, Lorenzo Seidenari, Alberto Del Bimbo (2023). Leveraging Visual Attention for out-of-distribution Detection. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops.

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Francesco Marchetti, Taylor Mordan, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo, Alexandre Alahi (2023). CrossFeat: Semantic Cross-modal Attention for Pedestrian Behavior Forecasting. IEEE Transactions on Intelligent Vehicles.

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Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo (2023). SMEMO: social memory for trajectory forecasting. IEEE Transactions on Pattern Analysis and Machine Intelligence.

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Daniel Cores, Lorenzo Seidenari, Alberto Del Bimbo, Víctor M. Brea, Manuel Mucientes (2023). Relation Networks for Few-Shot Video Object Detection. Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA).

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Luca Cultrera, Federico Becattini, Lorenzo Seidenari, Pietro Pala, Alberto Del Bimbo (2023). Explaining autonomous driving with visual attention and end-to-end trainable region proposals. Journal of Ambient Intelligence and Humanized Computing.

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Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo (2023). Explainable Sparse Attention for Memory-Based Trajectory Predictors. Computer Vision–ECCV 2022 Workshops: Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part V.

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Daniel Cores, Víctor M. Brea, Manuel Mucientes, Lorenzo Seidenari, Alberto Del Bimbo (2023). Downsampling GAN for Small Object Data Augmentation. International Conference on Computer Analysis of Images and Patterns (CAIP).

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Hondamunige Prasanna Silva, Lorenzo Seidenari, Alberto Del Bimbo (2023). DiffDefense: Defending against Adversarial Attacks via Diffusion Models. International Conference on Image Analysis and Processing (ICIAP).

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Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo, others (2023). COMPUTER-IMPLEMENTED METHOD FOR PREDICTING MULTIPLE FUTURE TRAJECTORIES OF MOVING OBJECTS.

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Marco Bertini, Leonardo Galteri, Lorenzo Seidenari, Tiberio Uricchio, Alberto Del Bimbo (2022). Fast and effective AI approaches for video quality improvement. Mile High Video (MHV).

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Brais Bosquet, Daniel Cores, Víctor M. Brea, Manuel Mucientes, Alberto Del Bimbo (2022). A Full Data Augmentation Pipeline for Small Object Detection based on Generative Adversarial Networks. Pattern Recognition.

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Quentin Guimard, Lucile Sassatelli, Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo (2022). Deep variational learning for multiple trajectory prediction of 360° head movements. Multimedia Systems (MMSys).

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Andrea Ciamarra, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo (2022). Vehicle Trajectories from Unlabeled Data through Iterative Plane Registration. International Conference on Image Analysis and Processing (ICIAP).

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Alessandra Alfani, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo (2022). Online Deep Clustering with Video Track Consistency. Proc. of International Conference on Pattern Recognition (ICPR).

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Leonardo Galteri, Lorenzo Seidenari, Pietro Bongini, Marco Bertini, Alberto Del Bimbo (2021). Language Based Image Quality Assessment. Multimedia Asia (MMAsia).

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Leonardo Galteri, Lorenzo Seidenari, Pietro Bongini, Marco Bertini, Alberto Del Bimbo (2021). LANBIQUE: LANguage-Based Blind Image QUality Evaluation. ACM Transactions on Multimedia.

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Lorenzo Berlincioni, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo (2021). Multiple Future Prediction Leveraging Synthetic Trajectories. Proc. of International Conference on Pattern Recognition (ICPR).

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Fabio Zappardino, Tiberio Uricchio, Lorenzo Seidenari, Alberto Del Bimbo (2021). Learning Group Activities from Skeletons without Individual Action Labels. Proc. of International Conference on Pattern Recognition (ICPR).

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Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo (2020). MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction. International Conference on Computer Vision and Pattern Recognition (CVPR).

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Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo (2020). Multiple Trajectory Prediction of Moving Agents with Memory Augmented Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence.

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Leonardo Galteri, Marco Bertini, Lorenzo Seidenari, Tiberio Uricchio, Alberto Del Bimbo (2020). Increasing Video Perceptual Quality with GANs and Semantic Coding. Proceedings of the 28th ACM International Conference on Multimedia.

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Federico Becattini, Tiberio Uricchio, Lorenzo Seidenari, Lamberto Ballan, Alberto Del Bimbo (2020). Am I Done? Predicting Action Progress in Videos. ACM Transactions on Multimedia.

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Federico Becattini, Lorenzo Seidenari, Lorenzo Berlincioni, Leonardo Galteri, Alberto Del Bimbo (2019). Vehicle Trajectories from Unlabeled Data through Iterative Plane Registration. International Conference on Image Analysis and Processing (ICIAP).

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Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo (2019). Towards Real-Time Image Enhancement GANs. International Conference on Analysis of Images and Patterns (CAIP).

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Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo (2019). Fast Video Quality Enhancement Using GANs. Proceedings of the 27th ACM International Conference on Multimedia.

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Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo (2019). Deep Universal Generative Adversarial Compression Artifact Removal. IEEE Transactions on Multimedia.

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Leonardo Galteri, Marco Bertini, Lorenzo Seidenari, Alberto Del Bimbo (2018). Video Compression for Object Detection Algorithms. Proc. of International Conference on Pattern Recognition (ICPR).

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Pietro Pala, Lorenzo Seidenari, Stefano Berretti, Alberto Del Bimbo (2018). Person Re-Identification from Depth Cameras using Skeleton and 3D Face Data. Eurographics Workshop on 3D Object Retrieval.

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Lorenzo Seidenari, Claudio Baecchi, Tiberio Uricchio, Andrea Ferracani, Marco Bertini, Alberto Del Bimbo (2018). Object Recognition and Tracking for Smart Audio Guides. Proc. of Italian Research Conference on Digital Libraries (IRCDL).

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Lorenzo Seidenari, Claudio Baecchi, Tiberio Uricchio, Andrea Ferracani, Marco Bertini, Alberto Del Bimbo (2017). Deep Artwork Detection and Retrieval for Automatic Context-Aware Audio Guides. ACM Transactions on Multimedia.

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Francesco Turchini, Lorenzo Seidenari, Alberto Del Bimbo (2017). Understanding and localizing activities from correspondences of clustered trajectories. Computer Vision and Image Understanding.

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Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo (2017). Spatio-temporal Closed-Loop Object Detection. IEEE Transactions on Image Processing.

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Leonardo Galteri, Dena Bazazian, Lorenzo Seidenari, Marco Bertini, Andrew D. Bagdanov, Anguelos Nicolau, Dimosthenis Karatzas, Alberto Del Bimbo (2017). Reading Text in the Wild from Compressed Images. Proc. of ICCV Int’l Workshop on Egocentric Perception, Interaction, Computing (EPIC).

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Federico Bartoli, Giuseppe Lisanti, Lorenzo Seidenari, Alberto Del Bimbo (2017). PACE: Prediction-based Annotation for Crowded Environments. Proc. of International Conference on Multimedia Retrieval.

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Claudio Baecchi, Tiberio Uricchio, Lorenzo Seidenari, Alberto Del Bimbo (2017). Outdoor Object Recognition for Smart Audio Guides. Proc. of ACM Multimedia (ACMMM).

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Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo (2017). Indexing Quantized Ensembles of Exemplar-SVMs with Rejecting Taxonomies. Multimedia Tools and Applications.

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Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo (2017). Deep Generative Adversarial Compression Artifact Removal. Proc. of International Conference on Computer Vision.

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Francesco Turchini, Lorenzo Seidenari, Alberto Del Bimbo (2017). Convex Polytope Ensembles for Spatio-Temporal Anomaly Detection. Proc. of International Conference on Image Analysis and Processing.

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Tiberio Uricchio, Lamberto Ballan, Lorenzo Seidenari, Alberto Del Bimbo (2017). Automatic Image Annotation via Label Transfer in the Semantic Space. Pattern Recognition.

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F. Bartoli, G. Lisanti, L. Seidenari, A. Del Bimbo (2016). User Interest Profiling Using Tracking-Free Coarse Gaze Estimation. Proceedings of the International Conference on Pattern Recognition.

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Giovanni Taverriti, Stefano Lombini, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo (2016). Real-time Wearable Computer Vision System for Improved Museum Experience. Proc. of the 2016 ACM on Multimedia Conference.

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Becattini Federico, Lorenzo Seidenari, Alberto Del Bimbo (2016). Indexing Ensembles of Exemplar-SVMs with Rejecting Taxonomies for Fast Evaluation. Proc. of Content Based Multimedia Indexing (CBMI).

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Bruni Matteo, Tiberio Uricchio, Lorenzo Seidenari, Alberto Del Bimbo (2016). Do Textual Descriptions Help Action Recognition?. Proc. of ACM Multimedia (ACMMM).

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Federico Bartoli, Lorenzo Seidenari, Giuseppe Lisanti, Svebor Karaman, Alberto Del Bimbo (2015). WATSS: a Web Annotation Tool for Surveillance Scenarios . Proc. of ACM MM Open Source Software Competition.

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Francesc Turchini, Lorenzo Seidenari, Alberto Del Bimbo (2015). Understanding Sport Activities from Correspondences of Clustered Trajectories. Proc. of ICCV Int’l Workshop on Computer Vision in Sports (CVSports).

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Lorenzo Seidenari, Alessandro Del Bimbo, Alberto Rozza (2015). Real-Time Age Estimation from Face Imagery using Fisher Vectors. Proc. of International Conference on Image Analysis and Processing.

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Federico Bartoli, Giuseppe Lisanti, Lorenzo Seidenari, Svebor Karaman, Alberto Del Bimbo (2015). MuseumVisitors: a dataset for pedestrian and group detection, gaze estimation and behavior understanding. Proc. of CVPR Int.‘l Workshop on Group And Crowd Behavior Analysis And Understanding.

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Marco Bertini, Tiberio Uricchio, Lorenzo Seidenari, Alberto Del Bimbo (2015). Fisher Encoded Convolutional Bag-of-Windows for Efficient Image Retrieval and Social Image Tagging. Proc. of ICCV Int’l Workshop on Web-scale Vision and Social Media.

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Enrico Bondi, Lorenzo Seidenari, Andrew D. Bagdanov, Alberto Del Bimbo (2014). Real-time people counting from depth imagery of crowded environments. Proc. of IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS).

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Lorenzo Seidenari, Giuseppe Serra, Andrew D. Badanov, Alberto Del Bimbo (2014). Local Pyramidal Descriptors for Image Recognition. Transactions on Pattern Analisys and Machine Intelligence.

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Claudio Baecchi, Francesco Turchini, Lorenzo Seidenari, Andrew D. Bagdanov, Alberto Del Bimbo (2014). Fisher vectors over random density forest for object recognition. Proc. of ICPR.

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Svebor Karaman, Lorenzo Seidenari, Shugao Ma, Alberto Del Bimbo, Stan Sclaroff (2014). Adaptive Structured Pooling for Action Recognition. Proc. of British Machine Vision Conference (BMVC).

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Lamberto Ballan, Tiberio Uricchio, Lorenzo Seidenari, Alberto Del Bimbo (2014). A Cross-media Model for Automatic Image Annotation. Proc. of ICMR.

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Lorenzo Seidenari, Vincenzo Varano, Stefano Berretti, Pietro Pala, Alberto Del Bimbo (2013). Recognizing Actions from Depth Cameras as Weakly Aligned Multi-Part Bag-of-Poses. Proc. of CVPR Workshop on Human Activity Understanding from 3D Data.

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Svebor Karaman, Lorenzo Seidenari, Andrew D. Bagdanov, Alberto Del Bimbo (2013). L1-regularized Logistic Regression Stacking and CRF Smoothing for Action Recognition. THUMOS: ICCV Workshop on Action Recognition with a Large Number of Classes.

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Andrew D. Bagdanov, Alberto Del Bimbo, Lorenzo Seidenari, Lorenzo Usai (2012). Real-time hand status recognition from RGB-D imagery. Proc. of International Conference on Pattern Recognition (ICPR).

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Giovanna Bartoli, Alberto Del Bimbo, Martino Faconti, Andrea Ferracani, Vittoria Marini, Daniele Pezzatini, Lorenzo Seidenari, Felipe Zilleruelo (2012). Emergency Medicine Training with Gesture Driven Interactive 3D Simulations. Proc. of ACM Multimedia Int. Workshop on User Experience in e-Learning and Augmented Technologies in Education (UXeLATE).

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Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari (2012). Multi-scale and real-time non-parametric approach for anomaly detection and localization. Computer Vision and Image Understanding.

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Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari, Giuseppe Serra (2012). Effective Codebooks for Human Action Representation and Classification in Unconstrained Videos. IEEE Transactions on Multimedia.

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Andrew D. Bagdanov, Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari (2011). Adaptive Video Compression for Video Surveillance Applications. *Proc. of ISM Int`l Symposium on Multimedia *.

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Luca Costantini, Lorenzo Seidenari, Giuseppe Serra, Alberto Del Bimbo, Licia Capodiferro (2011). Space-time Zernike Moments and Pyramid Kernel Descriptors for Action Classification. Proc. of International Conference on Image Analysis and Processing (ICIAP).

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Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari, Giuseppe Serra (2011). Event Detection and Recognition for Semantic Annotation of Video. Multimedia Tools and Applications.

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Lorenzo Seidenari, Marco Bertini (2010). Non-parametric Anomaly Detection Exploiting Space-time Features. Proc. of ACM MultiMedia (ACMMM).

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Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo (2010). Dense Spatio-temporal Features For Non-parametric Anomaly Detection And Localization. Proc. of ACM MultiMedia International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams (ARTEMIS).

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Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari, Giuseppe Serra (2009). Human Action Recognition and Localization using Spatio-temporal Descriptors and Tracking. Proc. of AIIA International Workshop on Pattern Recognition and Artificial Intelligence for Human Behaviour Analysis (PRAIHBA).

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Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari, Giuseppe Serra (2009). Recognizing Human Actions by Fusing Spatio-temporal Appearance and Motion Descriptors. Proc. of IEEE International Conference on Image Processing (ICIP).

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Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari, Giuseppe Serra (2009). Effective Codebooks for Human Action Categorization. Proc. of ICCV International Workshop on Video-oriented Object and Event Classification (VOEC).

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