Andrea Prati

Orcid: 0000-0002-1211-529X

Affiliations:
  • University of Parma, Italy
  • University IUAV of Venice, Italy (former)
  • University of Modena and Reggio Emilia, Italy (PhD 2002)


According to our database1, Andrea Prati authored at least 153 papers between 1998 and 2024.

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Bibliography

2024
Towards Controllable Face Generation with Semantic Latent Diffusion Models.
CoRR, 2024

2023
FrankenMask: Manipulating semantic masks with transformers for face parts editing.
Pattern Recognit. Lett., December, 2023

Smart System to Recapitulate Student Attendance on Virtual Meeting Platforms During Covid-19.
Int. J. Interact. Mob. Technol., June, 2023

Face Synthesis With a Focus on Facial Attributes Translation Using Attention Mechanisms.
IEEE Trans. Biom. Behav. Identity Sci., 2023

Semantic Image Synthesis via Class-Adaptive Cross-Attention.
CoRR, 2023

Memory-augmented Online Video Anomaly Detection.
CoRR, 2023

Automatic Generation of Semantic Parts for Face Image Synthesis.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022
Self-Balanced R-CNN for instance segmentation.
J. Vis. Commun. Image Represent., 2022

LDD: A Dataset for Grape Diseases Object Detection and Instance Segmentation.
CoRR, 2022

Aspect-Based Emotion Analysis and Multimodal Coreference: A Case Study of Customer Comments on Adidas Instagram Posts.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

LDD: A Grape Diseases Dataset Detection and Instance Segmentation.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Improving Localization for Semi-Supervised Object Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Towards Latent Space Optimization of GANs Using Meta-Learning.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Avoiding Shortcuts in Unpaired Image-to-Image Translation.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021
Bag of indexes: a multi-index scheme for efficient approximate nearest neighbor search.
Multim. Tools Appl., 2021

LSH kNN graph for diffusion on image retrieval.
Inf. Retr. J., 2021

A Real-Time Approach for Automatic Food Quality Assessment Based on Shape Analysis.
Int. J. Comput. Intell. Appl., 2021

Transferring Knowledge with Attention Distillation for Multi-Domain Image-to-Image Translation.
CoRR, 2021

UniParma @ SemEval 2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model.
CoRR, 2021

UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Improving BERT Performance for Aspect-Based Sentiment Analysis.
Proceedings of the 4th International Conference on Natural Language and Speech Processing, 2021

AEDA: An Easier Data Augmentation Technique for Text Classification.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Recursively Refined R-CNN: Instance Segmentation with Self-RoI Rebalancing.
Proceedings of the Computer Analysis of Images and Patterns, 2021

2020
Diffusion Parameters Analysis in a Content-Based Image Retrieval Task for Mobile Vision.
Sensors, 2020

MetalGAN: Multi-domain label-less image synthesis using cGANs and meta-learning.
Neural Networks, 2020

Adversarial Training for Aspect-Based Sentiment Analysis with BERT.
CoRR, 2020

A Novel Region of Interest Extraction Layer for Instance Segmentation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Adversarial Training for Aspect-Based Sentiment Analysis with BERT.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Landmark Recognition: From Small-Scale to Large-Scale Retrieval.
Proceedings of the Recent Advances in Computer Vision - Theories and Applications, 2019

Computer Vision for Supporting Fashion Creative Processes.
Proceedings of the Recent Advances in Computer Vision - Theories and Applications, 2019

Large-Scale Image Geo-Localization Using Dominant Sets.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

A complete hand-drawn sketch vectorization framework.
Multim. Tools Appl., 2019

Sensors, vision and networks: From video surveillance to activity recognition and health monitoring.
J. Ambient Intell. Smart Environ., 2019

Multi-target Tracking in Multiple Non-overlapping Cameras Using Fast-Constrained Dominant Sets.
Int. J. Comput. Vis., 2019

An Efficient Approximate kNN Graph Method for Diffusion on Image Retrieval.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

MetalGAN: A Cluster-Based Adaptive Training for Few-Shot Adversarial Colorization.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Genetic Algorithms for the Optimization of Diffusion Parameters in Content-Based Image Retrieval.
Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019

ViTALiSE: Virtual to Augmented Loop in Smart Environments.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
A Dense-Depth Representation for VLAD Descriptors in Content-Based Image Retrieval.
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

Efficient Nearest Neighbors Search for Large-Scale Landmark Recognition.
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

An accurate retrieval through R-MAC+ descriptors for landmark recognition.
Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018

2017
Acknowledgment of JAISE reviewers.
J. Ambient Intell. Smart Environ., 2017

A technology platform for automatic high-level tennis game analysis.
Comput. Vis. Image Underst., 2017

Multi-Target Tracking in Multiple Non-Overlapping Cameras using Constrained Dominant Sets.
CoRR, 2017

A location-aware embedding technique for accurate landmark recognition.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017

An Accurate System for Fashion Hand-Drawn Sketches Vectorization.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016
Introduction of New Associate Editors.
IEEE Trans. Circuits Syst. Video Technol., 2016

Preface.
J. Ambient Intell. Smart Environ., 2016

Multi-object tracking using dominant sets.
IET Comput. Vis., 2016

Simultaneous clustering and outlier detection using dominant sets.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
A deep analysis on age estimation.
Pattern Recognit. Lett., 2015

Editorial introduction to the special issue on "Image Understanding for Real-World Distributed Video Networks" - Computer Vision and Image Understanding Journal.
Comput. Vis. Image Underst., 2015

Using dominant sets for data association in multi-camera tracking.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

Tennis Player Segmentation for Semantic Behavior Analysis.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

2014
A fast and effective ellipse detector for embedded vision applications.
Pattern Recognit., 2014

Integrating Consumer Smart Cameras into Camera Networks: Opportunities and Obstacles.
Computer, 2014

A Comparative Evaluation of Regression Learning Algorithms for Facial Age Estimation.
Proceedings of the Face and Facial Expression Recognition from Real World Videos, 2014

Multimodal feedback fusion of laser, image and temporal information.
Proceedings of the International Conference on Distributed Smart Cameras, 2014

Facial Age Estimation Through the Fusion of Texture and Local Appearance Descriptors.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
Guest Editorial Computational and Smart Cameras.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2013

Editorial to the 'pattern recognition and artificial intelligence for human behaviour analysis' special section.
Expert Syst. J. Knowl. Eng., 2013

An automated picking workstation for healthcare applications.
Comput. Ind. Eng., 2013

Lightweight sign recognition for mobile devices.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

A Mobile Vision System for Fast and Accurate Ellipse Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

A people counting system for business analytics.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

Intelligent Video Surveillance as a Service.
Proceedings of the Intelligent Multimedia Surveillance - Current Trends and Research, 2013

2012
Multistage Particle Windows for Fast and Accurate Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Real-time object detection and localization with SIFT-based clustering.
Image Vis. Comput., 2012

Very fast ellipse detection for embedded vision applications.
Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012

2011
Mixtures of von Mises Distributions for People Trajectory Shape Analysis.
IEEE Trans. Circuits Syst. Video Technol., 2011

Contextual Information and Covariance Descriptors for People Surveillance: An Application for Safety of Construction Workers.
EURASIP J. Image Video Process., 2011

Detecting anomalies in people's trajectories using spectral graph analysis.
Comput. Vis. Image Underst., 2011

Identification of intruders in groups of people using cameras and RFIDs.
Proceedings of the 2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, 2011

Energy-efficient feedback tracking on embedded smart cameras by hardware-level optimization.
Proceedings of the 2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, 2011

An Evidential Fusion Architecture for People Surveillance in Wide Open Areas.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

A real-time embedded solution for skew correction in banknote analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

A reasoning engine for intruders' localization in wide open areas using a network of cameras and RFIDs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Energy-efficient foreground object detection on embedded smart cameras by hardware-level operations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

A multi-stage pedestrian detection using monolithic classifiers.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Moving Pixels in Static Cameras: Detecting Dangerous Situations due to Environment or People.
Proceedings of the Intelligent Multimedia Analysis for Security Applications, 2010

Markerless body part tracking for action recognition.
Int. J. Multim. Intell. Secur., 2010

Alignment-Based Similarity of People Trajectories Using Semi-directional Statistics.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Mutual calibration of camera motes and RFIDs for people localization and identification.
Proceedings of the 2010 Fourth ACM/IEEE International Conference on Distributed Smart Cameras, Atlanta, GA, USA - August 31, 2010

Multi-stage Sampling with Boosting Cascades for Pedestrian Detection in Images and Videos.
Proceedings of the Computer Vision - ECCV 2010, 2010

Perspective and appearance context for people surveillance in open areas.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Unsupervised learning in body-area networks.
Proceedings of the 5th International ICST Conference on Body Area Networks, 2010

2009
A fast multi-model approach for object duplicate extraction.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Multiple Object Detection for Pick-and-Place Applications.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

Video surveillance and multimedia forensics: an application to trajectory analysis.
Proceedings of the First ACM workshop on Multimedia in forensics, 2009

Covariance descriptors on moving regions for human detection in very complex outdoor scenes.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

A real-time system for abnormal path detection.
Proceedings of the 3rd International Conference on Imaging for Crime Detection and Prevention, 2009

Learning People Trajectories Using Semi-directional Statistics.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

Statistical Pattern Recognition for Multi-Camera Detection, Tracking, and Trajectory Analysis.
Proceedings of the Multi-Camera Networks, 2009

2008
Video Streaming for Mobile Video Surveillance.
IEEE Trans. Multim., 2008

Bayesian-Competitive Consistent Labeling for People Surveillance.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

HECOL: Homography and epipolar-based consistent labeling for outdoor park surveillance.
Comput. Vis. Image Underst., 2008

Pervasive Self-Learning with Multi-modal Distributed Sensors.
Proceedings of the Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008

Enabling technologies on hybrid camera networks for behavioral analysis of unattended indoor environments and their surroundings.
Proceedings of the 1st ACM Workshop on Vision Networks for Behavior Analysis, 2008

ACM multimedia 2008: 1st workshop on vision networks for behavior analysis (VNBA 2008).
Proceedings of the 16th International Conference on Multimedia 2008, 2008

A markerless approach for consistent action recognition in a multi-camera system.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Using circular statistics for trajectory shape analysis.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Commentary Paper 1 on "Automatic Detection of Adverse Weather Conditions in Traffic Scenes".
Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008

Commentary Paper 2 on "A Localized Approach to Abandoned Luggage Detection with Foreground-Mask Sampling".
Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008

Action Signature: A Novel Holistic Representation for Action Recognition.
Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008

2007
Expert environments: machine intelligence methods for ambient intelligence.
Expert Syst. J. Knowl. Eng., 2007

A multi-camera vision system for fall detection and alarm generation.
Expert Syst. J. Knowl. Eng., 2007

Mobile video surveillance with low-bandwidth low-latency video streaming.
Proceedings of the international workshop on Workshop on mobile video, 2007

An Open Source Architecture for Low-Latency Video Streaming on PDAs.
Proceedings of the Ninth IEEE International Symposium on Multimedia, 2007

A Dynamic Programming Technique for Classifying Trajectories.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

A Distributed Outdoor Video Surveillance System for Detection of Abnormal People Trajectories.
Proceedings of the 2007 First ACM/IEEE International Conference on Distributed Smart Cameras, 2007

Video Transcoding and Streaming for Mobile Applications.
Proceedings of the Digital Libraries: Research and Development, 2007

Detection of abnormal behaviors using a mixture of Von Mises distributions.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Semantic adaptation of sport videos with user-centred performance analysis.
IEEE Trans. Multim., 2006

A system for automatic face obscuration for privacy purposes.
Pattern Recognit. Lett., 2006

A semi-automatic system for segmentation of cardiac M-mode images.
Pattern Anal. Appl., 2006

Reliable background suppression for complex scenes.
Proceedings of the 4th ACM International Workshop on Video Surveillance and Sensor Networks, 2006

Multimedia surveillance: content-based retrieval with multicamera people tracking.
Proceedings of the 4th ACM International Workshop on Video Surveillance and Sensor Networks, 2006

Low-Latency Live Video Streaming over Low-Capacity Networks.
Proceedings of the Eigth IEEE International Symposium on Multimedia (ISM 2006), 2006

Fast Dynamic Mosaicing and Person Following.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

FaceMouse: A Human-Computer Interface for Tetraplegic People.
Proceedings of the Computer Vision in Human-Computer Interaction, 2006

Group Detection at Camera Handoff for Collecting People Appearance in Multi-camera Systems.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005
Probabilistic posture classification for Human-behavior analysis.
IEEE Trans. Syst. Man Cybern. Part A, 2005

An Integrated Framework for Semantic Annotation and Adaptation.
Multim. Tools Appl., 2005

Predictive and Probabilistic Tracking to Detect Stopped Vehicles.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

An integrated multi-modal sensor network for video surveillance.
Proceedings of the Third ACM International Workshop on Video Surveillance & Sensor Networks, 2005

On the usefulness of object shape coding with MPEG-4.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

Posture classification in a multi-camera indoor environment.
Proceedings of the 2005 International Conference on Image Processing, 2005

Consistent Labeling for Multi-camera Object Tracking.
Proceedings of the Image Analysis and Processing, 2005

Entry edge of field of view for multi-camera tracking in distributed video surveillance.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

2004
Introduction to the Special Section on In-Vehicle Computer Vision Systems.
IEEE Trans. Veh. Technol., 2004

Neighbor cache prefetching for multimedia image and video processing.
IEEE Trans. Multim., 2004

Real-time motion segmentation from moving cameras.
Real Time Imaging, 2004

An Intelligent Surveillance System for Dangerous Situation Detection in Home Environments.
Intelligenza Artificiale, 2004

Semantic video adaptation based on automatic annotation of sport videos.
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Object-Based and Event-Based Semantic Video Adaptation.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Content-based video adaptation with user's preferences.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

2003
Detecting Moving Shadows: Algorithms and Evaluation.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Detecting Moving Objects, Ghosts, and Shadows in Video Streams.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Improving Data Prefetching Efficacy in Multimedia Applications.
Multim. Tools Appl., 2003

Semantic Video Transcoding Using Classes of Relevance.
Int. J. Image Graph., 2003

Object and event detection for semantic annotation and transcoding.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

A Hough transform-based method for radial lens distortion correction.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Object Segmentation in Videos from Moving Camera with MRFs on Color and Motion Features.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Semantic transcoding for live video server.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

Building the Topological Tree by Recursive FCM Color Clustering.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Detecting Objects, Shadows and Ghosts in Video Streams by Exploiting Color and Motion Information.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

Analysis and Detection of Shadows in Video Streams: A Comparative Evaluation.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Exploring multimedia applications locality to improve cache performance.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

Hardware Prefetching Techniques for Cache Memories in Multimedia Applications.
Proceedings of the Fifth International Workshop on Computer Architectures for Machine Perception (CAMP 2000), 2000

Focus based Feature Extraction for Pallets Recognition.
Proceedings of the British Machine Vision Conference 2000, 2000

1999
Exploiting Cache in Multimedia.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Real-Time Detection of Moving Vehicles.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998
Image Convolution on FPGAs: The Implementation of a Multi-FPGA FIFO Structure.
Proceedings of the 24th EUROMICRO '98 Conference, 1998


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