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Stefano Berretti

Stefano Berretti

D-Index & Metrics

Computer Science

D-Index
36
Citations
5295
World Ranking
11296
National Ranking
367

Overview

Stefano Berretti is affiliated with the University of Florence in Italy. Their research spans primarily the fields of Computer Science and Engineering, with a particular focus on subfields including Computer Vision and Pattern Recognition, Computational Mechanics, Signal Processing, Artificial Intelligence, and Computer Graphics and Computer-Aided Design.

The main topics of Berretti's work include:

  • Face recognition and analysis
  • 3D Shape Modeling and Analysis
  • Human Pose and Action Recognition
  • Face and Expression Recognition
  • Generative Adversarial Networks and Image Synthesis
  • Anomaly Detection Techniques and Applications
  • Time Series Analysis and Forecasting

Frequent publication venues for Berretti include:

  • arXiv (Cornell University)
  • Computers & Graphics
  • Sensors
  • IEEE Transactions on Affective Computing
  • Pattern Recognition Letters

Some recent papers by Berretti include:

  • Medical Image Encryption by Content-Aware DNA Computing for Secure Healthcare, 2022, IEEE Transactions on Industrial Informatics
  • Edge Computing Driven Low-Light Image Dynamic Enhancement for Object Detection, 2022, IEEE Transactions on Network Science and Engineering
  • Dynamic Facial Expression Generation on Hilbert Hypersphere With Conditional Wasserstein Generative Adversarial Nets, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence
  • A Psychologically Inspired Fuzzy Cognitive Deep Learning Framework to Predict Crowd Behavior, 2020, IEEE Transactions on Affective Computing
  • Macro- and Micro-Expressions Facial Datasets: A Survey, 2022, Sensors

Berretti has collaborated frequently with several co-authors, notably Claudio Ferrari, Alberto Del Bimbo, Mohamed Daoudi, Ali Ismail-Fawaz, and Maxime Devanne.

Regarding book publications, Berretti has contributed to works published by Springer Science+Business Media, including:

  • Machine Learning and Metaheuristics Algorithms, and Applications (2021)
  • Machine Learning and Metaheuristics Algorithms, and Applications (2020)
  • Smart Multimedia (2022)

Best Publications

  • 3-D Human Action Recognition by Shape Analysis of Motion Trajectories on Riemannian Manifold

    Maxime Devanne;Hazem Wannous;Stefano Berretti;Pietro Pala

  • Retrieval by shape similarity with perceptual distance and effective indexing

    S. Berretti;A. Del Bimbo;P. Pala

  • 3D Face Recognition Using Isogeodesic Stripes

    S Berretti;A Del Bimbo;P Pala

  • Efficient matching and indexing of graph models in content-based retrieval

    S. Berretti;A. Del Bimbo;E. Vicario

  • Recognizing Actions from Depth Cameras as Weakly Aligned Multi-part Bag-of-Poses

    Lorenzo Seidenari;Vincenzo Varano;Stefano Berretti;Alberto Del Bimbo

  • A Set of Selected SIFT Features for 3D Facial Expression Recognition

    Stefano Berretti;Alberto Del Bimbo;Pietro Pala;Boulbaba Ben Amor

  • 3D facial expression recognition using SIFT descriptors of automatically detected keypoints

    Stefano Berretti;Boulbaba Ben Amor;Mohamed Daoudi;Alberto del Bimbo

  • Edge Computing Driven Low-Light Image Dynamic Enhancement for Object Detection

    Unknown

  • Shape analysis of local facial patches for 3D facial expression recognition

    Ahmed Maalej;Boulbaba Ben Amor;Mohamed Daoudi;Anuj Srivastava

  • Space-Time Pose Representation for 3D Human Action Recognition

    Maxime Devanne;Hazem Wannous;Stefano Berretti;Pietro Pala

  • Matching 3D face scans using interest points and local histogram descriptors

    Stefano Berretti;Naoufel Werghi;Alberto del Bimbo;Pietro Pala

  • The Mesh-LBP: A Framework for Extracting Local Binary Patterns From Discrete Manifolds

    Naoufel Werghi;Stefano Berretti;Alberto del Bimbo

  • 4-D facial expression recognition by learning geometric deformations.

    Boulbaba Ben Amor;Hassen Drira;Stefano Berretti;Mohamed Daoudi

  • Weighted walkthroughs between extended entities for retrieval by spatial arrangement

    S. Berretti;A. Del Bimbo;E. Vicario

  • 3D Mesh decomposition using Reeb graphs

    Stefano Berretti;Alberto Del Bimbo;Pietro Pala

  • Boosting 3D LBP-Based Face Recognition by Fusing Shape and Texture Descriptors on the Mesh

    Naoufel Werghi;Claudio Tortorici;Stefano Berretti;Alberto Del Bimbo

  • Description and retrieval of 3D face models using iso-geodesic stripes

    Stefano Berretti;Alberto Del Bimbo;Pietro Pala

  • Superfaces: a super-resolution model for 3d faces

    Stefano Berretti;Alberto Del Bimbo;Pietro Pala

  • A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding

    Anis Kacem;Mohamed Daoudi;Boulbaba Ben Amor;Stefano Berretti

  • Sparse Matching of Salient Facial Curves for Recognition of 3-D Faces With Missing Parts

    S. Berretti;A. del Bimbo;P. Pala

  • Boosting 3D LBP-based face recognition by fusing shape and texture descriptors on the mesh

    Claudio Tortorici;Naoufel Werghi;Stefano Berretti

Frequent Co-Authors

Pietro Pala
Pietro Pala University of Florence
Alberto Del Bimbo
Alberto Del Bimbo University of Florence
Mohamed Daoudi
Mohamed Daoudi IMT Nord Europe
Anuj Srivastava
Anuj Srivastava Florida State University
Munawar Hayat
Munawar Hayat Monash University
Pavan Turaga
Pavan Turaga Arizona State University
Anup Basu
Anup Basu University of Alberta
Yiannis Andreopoulos
Yiannis Andreopoulos University College London
Oscar C. Au
Oscar C. Au Hong Kong University of Science and Technology
Dimitrios Hatzinakos
Dimitrios Hatzinakos University of Toronto

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