Lorenzo Seidenari
Lorenzo Seidenari
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2022
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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
,
Victor 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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Project
DOI
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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Project
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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Project
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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Project
Video
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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Project
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)
.
PDF
Cite
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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DOI
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
.
Cite
DOI
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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DOI
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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DOI
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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DOI
Leonardo Galteri
,
Lorenzo Seidenari
,
Marco Bertini
,
Alberto Del Bimbo
(2017).
Deep Generative Adversarial Compression Artifact Removal
.
Proc. of International Conference on Computer Vision
.
PDF
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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
.
PDF
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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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DOI
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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DOI
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)
.
PDF
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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
.
PDF
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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)
.
PDF
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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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DOI
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
.
PDF
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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)
.
PDF
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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)
.
PDF
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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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DOI
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
.
PDF
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DOI
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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DOI
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 AI
IA International Workshop on Pattern Recognition and Artificial Intelligence for Human Behaviour Analysis (PRAI
HBA)
.
PDF
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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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