Stefano Berretti

ORCID

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 122

Top Venues

CoRR

ICPR

3DOR@Eurographics

Publications

Yirui Wu, Lilai Zhang, Stefano Berretti, Shaohua Wan
Medical Image Encryption by Content-Aware DNA Computing for Secure Healthcare. IEEE Trans. Ind. Informatics 19 (2) (2023)
Hajer Guerdelli, Claudio Ferrari, Stefano Berretti
Correction to: Interpersonal relation recognition: a survey. Multim. Tools Appl. 82 (8) (2023)
João Renato Ribeiro Manesco, Stefano Berretti, Aparecido Nilceu Marana
DUA: A Domain-Unified Approach for Cross-Dataset 3D Human Pose Estimation. Sensors 23 (17) (2023)
João Baptista Cardia Neto, Claudio Ferrari, Aparecido Nilceu Marana, Stefano Berretti, Alberto Del Bimbo
Learning Streamed Attention Network from Descriptor Images for Cross-Resolution 3D Face Recognition. ACM Trans. Multim. Comput. Commun. Appl. 19 (1s) (2023)
Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo
The Florence multi-resolution 3D facial expression dataset. Pattern Recognit. Lett. 175 (2023)
Lorenzo Berlincioni, Stefano Berretti, Marco Bertini, Alberto Del Bimbo
4DSR-GCN: 4D Video Point Cloud Upsampling using Graph Convolutional Networks. CoRR (2023)
Hajer Guerdelli, Claudio Ferrari, Stefano Berretti
Interpersonal relation recognition: a survey. Multim. Tools Appl. 82 (8) (2023)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
Finding Foundation Models for Time Series Classification with a PreText Task. CoRR (2023)
Lorenzo Berlincioni, Stefano Berretti, Marco Bertini, Alberto Del Bimbo
Upsampling 4D Point Clouds of Human Body via Adversarial Generation. ICIAP Workshops (1) (2023)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
LITE: Light Inception with boosTing tEchniques for Time Series Classification. DSAA (2023)
Filippo Principi, Stefano Berretti, Claudio Ferrari, Naima Otberdout, Mohamed Daoudi, Alberto Del Bimbo
The Florence 4D Facial Expression Dataset. FG (2023)
Amit Kumar Singh, Stefano Berretti, Huimin Lu
Guest Editorial: Advanced information hiding techniques for industrial applications. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier
ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter Averaging. CoRR (2023)
Yirui Wu, Haifeng Guo, Chinmay Chakraborty, Mohammad Reza Khosravi, Stefano Berretti, Shaohua Wan
Edge Computing Driven Low-Light Image Dynamic Enhancement for Object Detection. IEEE Trans. Netw. Sci. Eng. 10 (5) (2023)
Jaime Lloret, Stefano Berretti
Message from the General Chairs. MCNA (2023)
Niccolò Guiducci, Claudio Tortorici, Claudio Ferrari, Stefano Berretti
Learning graph-based features for relief patterns classification on mesh manifolds. Comput. Graph. 115 (2023)
Ali Ismail-Fawaz, Angus Dempster, Chang Wei Tan, Matthieu Herrmann, Lynn Miller, Daniel F. Schmidt, Stefano Berretti, Jonathan Weber, Maxime Devanne, Germain Forestier, Geoffrey I. Webb
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set. CoRR (2023)
Tomaso Fontanini, Claudio Ferrari, Giuseppe Lisanti, Leonardo Galteri, Stefano Berretti, Massimo Bertozzi, Andrea Prati
FrankenMask: Manipulating semantic masks with transformers for face parts editing. Pattern Recognit. Lett. 176 (2023)
Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier
ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging. AALTD@ECML/PKDD (2023)
Hajer Guerdelli, Claudio Ferrari, João Baptista Cardia Neto, Stefano Berretti, Walid Barhoumi, Alberto Del Bimbo
Towards a Better Understanding of Human Emotions: Challenges of Dataset Labeling. ICIAP Workshops (1) (2023)
Federico Nocentini, Claudio Ferrari, Stefano Berretti
Learning Landmarks Motion from Speech for Speaker-Agnostic 3D Talking Heads Generation. CoRR (2023)
Lorenzo Berlincioni, Stefano Berretti, Marco Bertini, Alberto Del Bimbo
4DSR-GCN: 4D Video Point Cloud Upsampling using Graph Convolutional Networks. MCGE@MM (2023)
Federico Nocentini, Claudio Ferrari, Stefano Berretti
Learning Landmarks Motion from Speech for Speaker-Agnostic 3D Talking Heads Generation. ICIAP (1) (2023)
Naima Otberdout, Claudio Ferrari, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo
Sparse to Dense Dynamic 3D Facial Expression Generation. CVPR (2022)
Amit Kumar Singh, Huiyu Zhou, Stefano Berretti
Guest Editorial: Medical Data Security Solution for Healthcare Industries. IEEE Trans. Ind. Informatics 18 (8) (2022)
Naima Otberdout, Claudio Ferrari, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo
Generating Complex 4D Expression Transitions by Learning Face Landmark Trajectories. CoRR (2022)
Claudio Ferrari, Matteo Serpentoni, Stefano Berretti, Alberto Del Bimbo
What makes you, you? Analyzing Recognition by Swapping Face Parts. CoRR (2022)
Filippo Principi, Stefano Berretti, C. Ferrari, Naima Otberdout, Mohamed Daoudi, Alberto Del Bimbo
The Florence 4D Facial Expression Dataset. CoRR (2022)
Alessandro Arezzo, Stefano Berretti
SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transformers. CoRR (2022)
Stefano Berretti, Theoharis Theoharis, Mohamed Daoudi, Claudio Ferrari, Remco C. Veltkamp
Foreword to the Special Section on 3D Object Retrieval 2022 Symposium (3DOR2022). Comput. Graph. 107 (2022)
Claudio Ferrari, Matteo Serpentoni, Stefano Berretti, Alberto Del Bimbo
What makes you, you? Analyzing Recognition by Swapping Face Parts. ICPR (2022)
Hajer Guerdelli, Claudio Ferrari, Walid Barhoumi, Haythem Ghazouani, Stefano Berretti
Macro- and Micro-Expressions Facial Datasets: A Survey. Sensors 22 (4) (2022)
Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo
Measuring 3D face deformations from RGB images of expression rehabilitation exercises. Virtual Real. Intell. Hardw. 4 (4) (2022)
Lorenzo Mandelli, Stefano Berretti
CAD 3D Model Classification by Graph Neural Networks: A new Approach based on STEP Format. STAG (2022)
Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Pietro Pala, Alberto Del Bimbo, Zakia Hammal
Automatic Estimation of Self-Reported Pain by Trajectory Analysis in the Manifold of Fixed Rank Positive Semi-Definite Matrices. IEEE Trans. Affect. Comput. 13 (4) (2022)
Yulan Guo, Hanyun Wang, Ronald Clark, Stefano Berretti, Mohammed Bennamoun
Deep learning for 3D vision. IET Comput. Vis. 16 (7) (2022)
Shaohua Wan, Michele Nappi, Chen Chen, Stefano Berretti
Guest Editorial Emerging IoT-Driven Smart Health: From Cloud to Edge. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Alessandro Arezzo, Stefano Berretti
SPEAKER VGG CCT: Cross-Corpus Speech Emotion Recognition with Speaker Embedding and Vision Transformers. MMAsia (2022)
Naima Otberdout, Mohamed Daoudi, Anis Kacem, Lahoucine Ballihi, Stefano Berretti
Dynamic Facial Expression Generation on Hilbert Hypersphere With Conditional Wasserstein Generative Adversarial Nets. IEEE Trans. Pattern Anal. Mach. Intell. 44 (2) (2022)
Elizabeth B. Varghese, Sabu M. Thampi, Stefano Berretti
A Psychologically Inspired Fuzzy Cognitive Deep Learning Framework to Predict Crowd Behavior. IEEE Trans. Affect. Comput. 13 (2) (2022)
Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo
A Sparse and Locally Coherent Morphable Face Model for Dense Semantic Correspondence Across Heterogeneous 3D Faces. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Lorenzo Mandelli, Stefano Berretti
CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP format. CoRR (2022)
Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Pietro Pala, Alberto Del Bimbo, Zakia Hammal
Automatic Estimation of Self-Reported Pain by Trajectory Analysis in the Manifold of Fixed Rank Positive Semi-Definite Matrices. CoRR (2022)
Claudio Tortorici, Naoufel Werghi, Stefano Berretti
Representing and analyzing relief patterns using LBP variants on mesh manifold. Pattern Anal. Appl. 24 (2) (2021)
Ruggero Pintus, Silvia Biasotti, Stefano Berretti
Foreword to the Special Section on Smart Tool and Applications for Graphics (STAG 2020). Comput. Graph. 101 (2021)
Abdessamad Youssfi Alaoui, Youness Tabii, Rachid Oulad Haj Thami, Mohamed Daoudi, Stefano Berretti, Pietro Pala
Fall Detection of Elderly People Using the Manifold of Positive Semidefinite Matrices. J. Imaging 7 (7) (2021)
Naima Otberdout, Claudio Ferrari, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo
3D to 4D Facial Expressions Generation Guided by Landmarks. CoRR (2021)
Luigi Ariano, Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo
Action Unit Detection by Learning the Deformation Coefficients of a 3D Morphable Model. Sensors 21 (2) (2021)
Claudio Tortorici, Stefano Berretti, Ahmad Obeid, Naoufel Werghi
Convolution operations for relief-pattern retrieval, segmentation and classification on mesh manifolds. Pattern Recognit. Lett. 142 (2021)
Claudio Ferrari, Leonardo Casini, Stefano Berretti, Alberto Del Bimbo
Monocular 3D Body Shape Reconstruction under Clothing. J. Imaging 7 (12) (2021)
Elia Moscoso Thompson, Silvia Biasotti, Andrea Giachetti, Claudio Tortorici, Naoufel Werghi, Ahmad Shaker Obeid, Stefano Berretti, Hoang-Phuc Nguyen-Dinh, Minh-Quan Le, Hai-Dang Nguyen, Minh-Triet Tran, Leonardo Gigli, Santiago Velasco-Forero, Beatriz Marcotegui, Ivan Sipiran, Benjamin Bustos, Ioannis Romanelis, Vlassis Fotis, Ramamoorthy Luxman
SHREC 2020: Retrieval of digital surfaces with similar geometric reliefs. Comput. Graph. 91 (2020)
Anis Kacem, Mohamed Daoudi, Boulbaba Ben Amor, Stefano Berretti, Juan Carlos Álvarez Paiva
A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 42 (1) (2020)
Andrea Giachetti, Silvia Biasotti, Elia Moscoso Thompson, Luigi Fraccarollo, Quang Nguyen, Hai-Dang Nguyen, Minh-Triet Tran, Gerasimos Arvanitis, Ioannis Romanelis, Vlassis Fotis, Konstantinos Moustakas, Claudio Tortorici, Naoufel Werghi, Stefano Berretti
SHREC 2020 Track: River Gravel Characterization. 3DOR (2020)
Naima Otberdout, Anis Kacem, Mohamed Daoudi, Lahoucine Ballihi, Stefano Berretti
Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo
Probability Guided Maxout. ICPR (2020)
Claudio Tortorici, Naoufel Werghi, Stefano Berretti
Extracting Ordered Iso-Geodesic Points on the Mesh. STAG (2020)
Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Pietro Pala, Alberto Del Bimbo, Zakia Hammal
Automatic Estimation of Self-Reported Pain by Interpretable Representations of Motion Dynamics. ICPR (2020)
Claudio Tortorici, Naoufel Werghi, Stefano Berretti
CSIOR: An Algorithm For Ordered Triangular Mesh Regularization. ICIP (2020)
Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo
Building a Heterogeneous, Large Scale Morphable Face Model. CoRR (2020)
Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Pietro Pala, Alberto Del Bimbo, Zakia Hammal
Automatic Estimation of Self-Reported Pain by Interpretable Representations of Motion Dynamics. CoRR (2020)
Claudio Tortorici, Mohamed Kamel Riahi, Stefano Berretti, Naoufel Werghi
CSIOR: Circle-Surface Intersection Ordered Resampling. Comput. Aided Geom. Des. 79 (2020)
Ettore Maria Celozzi, Luca Ciabini, Luca Cultrera, Pietro Pala, Stefano Berretti, Mohamed Daoudi, Alberto Del Bimbo
Modelling the Statistics of Cyclic Activities by Trajectory Analysis on the Manifold of Positive-Semi-Definite Matrices. FG (2020)
Ettore Maria Celozzi, Luca Ciabini, Luca Cultrera, Pietro Pala, Stefano Berretti, Mohamed Daoudi, Alberto Del Bimbo
Modelling the Statistics of Cyclic Activities by Trajectory Analysis on the Manifold of Positive-Semi-Definite Matrices. CoRR (2020)
Bilal Taha, Munawar Hayat, Stefano Berretti, Dimitrios Hatzinakos, Naoufel Werghi
Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. IEEE Trans. Circuits Syst. Video Technol. 30 (9) (2020)
Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
Fused Geometry Augmented Images For Analyzing Textured Mesh. ICIP (2020)
Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo
Discovering Identity Specific Activation Patterns in Deep Descriptors for Template Based Face Recognition. FG (2019)
Claudio Tortorici, Mohamed Kamel Riahi, Stefano Berretti, Naoufel Werghi
CSIOR: An Ordered Structured Resampling of Mesh Surfaces. ICSM (2019)
Leonardo Galteri, Claudio Ferrari, Giuseppe Lisanti, Stefano Berretti, Alberto Del Bimbo
Coarse-to-Fine 3D Face Reconstruction. CVPR Workshops (2019)
Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
Fused Geometry Augmented Images for Analyzing Textured Mesh. ICSM (2019)
Pietro Pala, Lorenzo Seidenari, Stefano Berretti, Alberto Del Bimbo
Enhanced skeleton and face 3D data for person re-identification from depth cameras. Comput. Graph. 79 (2019)
Pietro Pala, Stefano Berretti
Reconstructing 3D Face Models by Incremental Aggregation and Refinement of Depth Frames. ACM Trans. Multim. Comput. Commun. Appl. 15 (1) (2019)
Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. CoRR (2019)
João Baptista Cardia Neto, Aparecido Nilceu Marana, Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo
Deep Learning from 3DLBP Descriptors for Depth Image Based Face Recognition. ICB (2019)
Leonardo Galteri, Claudio Ferrari, Giuseppe Lisanti, Stefano Berretti, Alberto Del Bimbo
Coarse to Fine 3D Face Reconstruction from Single Image. FG (2019)
Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo
3D Face Reconstruction from RGB-D Data by Morphable Model to Point Cloud Dense Fitting. ICPRAM (2019)
Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo, Pietro Pala, Estelle M. Massart
Fitting, Comparison, and Alignment of Trajectories on Positive Semi-Definite Matrices with Application to Action Recognition. CoRR (2019)
Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo, Pietro Pala, Estelle M. Massart
Fitting, Comparison, and Alignment of Trajectories on Positive Semi-Definite Matrices with Application to Action Recognition. ICCV Workshops (2019)
Naima Otberdout, Mohamed Daoudi, Anis Kacem, Lahoucine Ballihi, Stefano Berretti
Dynamic Facial Expression Generation on Hilbert Hypersphere with Conditional Wasserstein Generative Adversarial Nets. CoRR (2019)
Claudio Tortorici, Denis Vreshtazi, Stefano Berretti, Naoufel Werghi
Relief Pattern Segmentation Using 2D-Grid Patches on a Locally Ordered Mesh Manifold. STAG (2019)
Leonardo Galteri, Claudio Ferrari, Giuseppe Lisanti, Stefano Berretti, Alberto Del Bimbo
Deep 3D morphable model refinement via progressive growing of conditional Generative Adversarial Networks. Comput. Vis. Image Underst. 185 (2019)
João Baptista Cardia Neto, Aparecido Nilceu Marana, Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo
Depth-Based Face Recognition by Learning from 3D-LBP Images. 3DOR@Eurographics (2019)
Claudio Tortorici, Naoufel Werghi, Stefano Berretti
Extending LBP and Convolution-Like Operations on the Mesh. ICIP (2019)
Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo
Additional Baseline Metrics for the paper "Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identification". CoRR (2019)
Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo
3DMM for Accurate Reconstruction of Depth Data. ICIAP (1) (2019)
Stefano Berretti
Table of Contents: Online Supplement Volume 14, Number 1s. ACM Trans. Multim. Comput. Commun. Appl. 14 (2) (2018)
Anis Kacem, Mohamed Daoudi, Boulbaba Ben Amor, Stefano Berretti, Juan Carlos Álvarez Paiva
A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding. CoRR (2018)
Silvia Biasotti, Elia Moscoso Thompson, Loïc Barthe, Stefano Berretti, Andrea Giachetti, Thibault Lejemble, Nicolas Mellado, Konstantinos Moustakas, Iason Manolas, Dimitrios Dimou, Claudio Tortorici, Santiago Velasco-Forero, Naoufel Werghi, Martina Polig, Giusi Sorrentino, Sorin Hermon
Recognition of Geometric Patterns Over 3D Models. 3DOR@Eurographics (2018)
Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo
Learning 3DMM Deformation Coefficients for Rendering Realistic Expression Images. ICSM (2018)
Stefano Berretti, Mohamed Daoudi, Pavan K. Turaga, Anup Basu
Representation, Analysis, and Recognition of 3D Humans: A Survey. ACM Trans. Multim. Comput. Commun. Appl. 14 (1s) (2018)
Claudio Tortorici, Naoufel Werghi, Stefano Berretti
Performing Image-like Convolution on Triangular Meshes. 3DOR@Eurographics (2018)
Stefano Berretti, Mohamed Daoudi, Pavan K. Turaga, Anup Basu
Introduction to the Special Issue on Representation, Analysis, and Recognition of 3D Humans. ACM Trans. Multim. Comput. Commun. Appl. 14 (1s) (2018)
Naima Otberdout, Anis Kacem, Mohamed Daoudi, Lahoucine Ballihi, Stefano Berretti
Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories. CoRR (2018)
Naima Otberdout, Anis Kacem, Mohamed Daoudi, Lahoucine Ballihi, Stefano Berretti
Deep Covariance Descriptors for Facial Expression Recognition. CoRR (2018)
Pietro Pala, Lorenzo Seidenari, Stefano Berretti, Alberto Del Bimbo
Person Re-Identification from Depth Cameras using Skeleton and 3D Face Data. 3DOR@Eurographics (2018)
Naima Otberdout, Anis Kacem, Mohamed Daoudi, Lahoucine Ballihi, Stefano Berretti
Deep Covariance Descriptors for Facial Expression Recognition. BMVC (2018)
Elia Moscoso Thompson, Claudio Tortorici, Naoufel Werghi, Stefano Berretti, Santiago Velasco-Forero, Silvia Biasotti
Retrieval of Gray Patterns Depicted on 3D Models. 3DOR@Eurographics (2018)
Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo
Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identification. ICPR (2018)
Taleb Alashkar, Boulbaba Ben Amor, Mohamed Daoudi, Stefano Berretti
Spontaneous Expression Detection from 3D Dynamic Sequences by Analyzing Trajectories on Grassmann Manifolds. IEEE Trans. Affect. Comput. 9 (2) (2018)
Claudio Ferrari, Giuseppe Lisanti, Stefano Berretti, Alberto Del Bimbo
Investigating Nuisances in DCNN-Based Face Recognition. IEEE Trans. Image Process. 27 (11) (2018)
Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo
Rendering Realistic Subject-Dependent Expression Images by Learning 3DMM Deformation Coefficients. ECCV Workshops (2) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefano Berretti