Claudio Ferrari

Orcid: 0000-0001-9465-6753

According to our database1, Claudio Ferrari authored at least 63 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Generating Multiple 4D Expression Transitions by Learning Face Landmark Trajectories.
IEEE Trans. Affect. Comput., 2024

Spatio-temporal Transformers for Action Unit Classification with Event Cameras.
CoRR, 2024

Beyond Fixed Topologies: Unregistered Training and Comprehensive Evaluation Metrics for 3D Talking Heads.
CoRR, 2024

Mamba-ST: State Space Model for Efficient Style Transfer.
CoRR, 2024

Neuromorphic Facial Analysis with Cross-Modal Supervision.
CoRR, 2024

MARS: Paying more attention to visual attributes for text-based person search.
CoRR, 2024

EmoVOCA: Speech-Driven Emotional 3D Talking Heads.
CoRR, 2024

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

IMEmo: An Interpersonal Relation Multi-Emotion Dataset.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

ScanTalk: 3D Talking Heads from Unregistered Scans.
Proceedings of the Computer Vision - ECCV 2024, 2024

Adversarial Identity Injection for Semantic Face Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

The Florence multi-resolution 3D facial expression dataset.
Pattern Recognit. Lett., November, 2023

Learning graph-based features for relief patterns classification on mesh manifolds.
Comput. Graph., October, 2023

Correction to: Interpersonal relation recognition: a survey.
Multim. Tools Appl., March, 2023

Interpersonal relation recognition: a survey.
Multim. Tools Appl., March, 2023

Learning Streamed Attention Network from Descriptor Images for Cross-Resolution 3D Face Recognition.
ACM Trans. Multim. Comput. Commun. Appl., February, 2023

(Compress and Restore)<sup>N</sup>: A Robust Defense Against Adversarial Attacks on Image Classification.
ACM Trans. Multim. Comput. Commun. Appl., February, 2023

Computer Vision in Human Analysis: From Face and Body to Clothes.
Sensors, 2023

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

Learning Landmarks Motion from Speech for Speaker-Agnostic 3D Talking Heads Generation.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Towards a Better Understanding of Human Emotions: Challenges of Dataset Labeling.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

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

Meta-evaluation for 3D Face Reconstruction Via Synthetic Data.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

The Florence 4D Facial Expression Dataset.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

2022
Measuring 3D face deformations from RGB images of expression rehabilitation exercises.
Virtual Real. Intell. Hardw., 2022

Macro- and Micro-Expressions Facial Datasets: A Survey.
Sensors, 2022

Would Your Clothes Look Good on Me? Towards Transferring Clothing Styles with Adaptive Instance Normalization.
Sensors, 2022

A Sparse and Locally Coherent Morphable Face Model for Dense Semantic Correspondence Across Heterogeneous 3D Faces.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Generating Complex 4D Expression Transitions by Learning Face Landmark Trajectories.
CoRR, 2022

Instance-wise algorithm configuration with graph neural networks.
CoRR, 2022

Foreword to the Special Section on 3D Object Retrieval 2022 Symposium (3DOR2022).
Comput. Graph., 2022

What makes you, you? Analyzing Recognition by Swapping Face Parts.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Complete Verification via Multi-Neuron Relaxation Guided Branch-and-Bound.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Sparse to Dense Dynamic 3D Facial Expression Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Action Unit Detection by Learning the Deformation Coefficients of a 3D Morphable Model.
Sensors, 2021

Monocular 3D Body Shape Reconstruction under Clothing.
J. Imaging, 2021

3D to 4D Facial Expressions Generation Guided by Landmarks.
CoRR, 2021

PLM-IPE: A Pixel-Landmark Mutual Enhanced Framework for Implicit Preference Estimation.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

2020
Building a Heterogeneous, Large Scale Morphable Face Model.
CoRR, 2020

Semantic Segmentation of Histopathological Slides for the Classification of Cutaneous Lymphoma and Eczema.
Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020

Inner Eye Canthus Localization for Human Body Temperature Screening.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Probability Guided Maxout.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Deep 3D morphable model refinement via progressive growing of conditional Generative Adversarial Networks.
Comput. Vis. Image Underst., 2019

Additional Baseline Metrics for the paper "Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identification".
CoRR, 2019

3D Face Reconstruction from RGB-D Data by Morphable Model to Point Cloud Dense Fitting.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

3DMM for Accurate Reconstruction of Depth Data.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Deep Learning from 3DLBP Descriptors for Depth Image Based Face Recognition.
Proceedings of the 2019 International Conference on Biometrics, 2019

Coarse to Fine 3D Face Reconstruction from Single Image.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Discovering Identity Specific Activation Patterns in Deep Descriptors for Template Based Face Recognition.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Coarse-to-Fine 3D Face Reconstruction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Depth-Based Face Recognition by Learning from 3D-LBP Images.
Proceedings of the 12th Eurographics Workshop on 3D Object Retrieval, 2019

2018
Investigating Nuisances in DCNN-Based Face Recognition.
IEEE Trans. Image Process., 2018

Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Learning 3DMM Deformation Coefficients for Rendering Realistic Expression Images.
Proceedings of the Smart Multimedia - First International Conference, 2018

Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identification.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Rendering Realistic Subject-Dependent Expression Images by Learning 3DMM Deformation Coefficients.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
A Dictionary Learning-Based 3D Morphable Shape Model.
IEEE Trans. Multim., 2017

Investigating Nuisance Factors in Face Recognition with DCNN Representation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
LibHalfSpace: A C++ object-oriented library to study deformation and stress in elastic half-spaces.
Comput. Geosci., 2016

Effective 3D based frontalization for unconstrained face recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Dictionary Learning Based 3D Morphable Model Construction for Face Recognition with Varying Expression and Pose.
Proceedings of the 2015 International Conference on 3D Vision, 2015

2014
Pose Independent Face Recognition by Localizing Local Binary Patterns via Deformation Components.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014


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