Renaud Séguier

According to our database, Renaud Séguier authored at least 68 papers between 1999 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

MES-Loss: Mutually equidistant separation metric learning loss function.

Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Amine Kacete, Jérôme Royan, Renaud Séguier

Pattern Recognit. Lett., August, 2023

Learning and controlling the source-filter representation of speech with a variational autoencoder.

Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier

Speech Commun., March, 2023

Local Temporal Pattern and Data Augmentation for Spotting Micro-Expressions.

Jingting Li, Catherine Soladié, Renaud Séguier

IEEE Trans. Affect. Comput., 2023

A Multimodal Dynamical Variational Autoencoder for Audiovisual Speech Representation Learning.

Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier

CoRR, 2023

A vector quantized masked autoencoder for audiovisual speech emotion recognition.

Samir Sadok, Simon Leglaive, Renaud Séguier

CoRR, 2023

LatentForensics: Towards lighter deepfake detection in the StyleGAN latent space.

Matthieu Delmas, Amine Kacete, Stéphane Paquelet, Simon Leglaive, Renaud Séguier

CoRR, 2023

SwimXYZ: A large-scale dataset of synthetic swimming motions and videos.

Guénolé Fiche, Vincent Sevestre, Camila Gonzalez-Barral, Simon Leglaive, Renaud Séguier

Proceedings of the 16th ACM SIGGRAPH Conference on Motion, Interaction and Games, 2023

Motion-DVAE: Unsupervised learning for fast human motion denoising.

Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier

Proceedings of the 16th ACM SIGGRAPH Conference on Motion, Interaction and Games, 2023

A Vector Quantized Masked Autoencoder for Speech Emotion Recognition.

Samir Sadok, Simon Leglaive, Renaud Séguier

Proceedings of the IEEE International Conference on Acoustics, 2023

Exploring Mental Prototypes by an Efficient Interdisciplinary Approach: Interactive Microbial Genetic Algorithm.

Sen Yan, Catherine Soladié, Renaud Séguier

Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

2022

Multi-stage RGB-based Transfer Learning Pipeline for Hand Activity Recognition.

Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Jérôme Royan, Renaud Séguier

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Metric Learning-Based Unsupervised Domain Adaptation for 3D Skeleton Hand Activities Categorization.

Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Amine Kacete, Jérôme Royan, Renaud Séguier

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

Micro-expression recognition from local facial regions.

Mouath Aouayeb, Wassim Hamidouche, Catherine Soladié, Kidiyo Kpalma, Renaud Séguier

Signal Process. Image Commun., 2021

Learning Vision Transformer with Squeeze and Excitation for Facial Expression Recognition.

Mouath Aouayeb, Wassim Hamidouche, Catherine Soladié, Kidiyo Kpalma, Renaud Séguier

CoRR, 2021

Efficient Multi-stream Temporal Learning and Post-fusion Strategy for 3D Skeleton-based Hand Activity Recognition.

Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Amine Kacete, Jérôme Royan, Renaud Séguier

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

2020

Unsupervised Adaptation of a Person-Specific Manifold of Facial Expressions.

Raphaël Weber, Vincent Barrielle, Catherine Soladié, Renaud Séguier

IEEE Trans. Affect. Comput., 2020

Realistic Transformation of Facial and Vocal Smiles in Real-Time Audiovisual Streams.

Pablo Arias, Catherine Soladié, Oussema Bouafif, Axel Roebel, Renaud Séguier, Jean-Julien Aucouturier

IEEE Trans. Affect. Comput., 2020

Dataset Augmentation and Dimensionality Reduction of Pinna-Related Transfer Functions.

Corentin Guezenoc, Renaud Séguier

CoRR, 2020

HRTF Individualization: A Survey.

Corentin Guezenoc, Renaud Séguier

CoRR, 2020

A Wide Dataset of Ear Shapes and Pinna-Related Transfer Functions Generated by Random Ear Drawings.

Corentin Guezenoc, Renaud Séguier

CoRR, 2020

Emo-CNN for Perceiving Stress from Audio Signals: A Brain Chemistry Approach.

Anup Anand Deshmukh, Catherine Soladié, Renaud Séguier

CoRR, 2020

Learning an Unsupervised and Interpretable Representation of Emotion from Speech.

Siwei Wang, Catherine Soladié, Renaud Séguier

Proceedings of the Speech and Computer - 22nd International Conference, 2020

Localization Cues Preservation in Hearing Aids by Combining Noise Reduction and Dynamic Range Compression.

Adrien Llave, Simon Leglaive, Renaud Séguier

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

2019

Face aging simulation with a new wrinkle oriented active appearance model.

Victor Martin, Renaud Séguier, Aurélie Porcheron, Frédérique Morizot

Multim. Tools Appl., 2019

A Survey on Databases for Facial Micro-Expression Analysis.

Jingting Li, Catherine Soladié, Renaud Séguier

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

OCAE: Organization-Controlled Autoencoder for Unsupervised Speech Emotion Analysis.

Siwei Wang, Catherine Soladié, Renaud Séguier

Proceedings of the 5th International Conference on Frontiers of Signal Processing, 2019

Spotting Micro-Expressions on Long Videos Sequences.

Jingting Li, Catherine Soladié, Renaud Séguier, Su-Jing Wang, Moi Hoon Yap

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018

A survey on face modeling: building a bridge between face analysis and synthesis.

Hanan Salam, Renaud Séguier

Vis. Comput., 2018

A Survey on Databases for Facial Expression Analysis.

Raphaël Weber, Catherine Soladié, Renaud Séguier

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Towards Continuous Health Diagnosis from Faces with Deep Learning.

Victor Martin, Renaud Séguier, Aurélie Porcheron, Frédérique Morizot

Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018

A Survey on Databases of Facial Macro-expression and Micro-expression.

Raphaël Weber, Jingting Li, Catherine Soladié, Renaud Séguier

Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2018

LTP-ML: Micro-Expression Detection by Recognition of Local Temporal Pattern of Facial Movements.

Jingting Li, Catherine Soladié, Renaud Séguier

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

2017

Can Synthetic Data Handle Unconstrained Gaze Estimation?

Amine Kacete, Renaud Séguier, Michel Collobert, Jérôme Royan

Proceedings of the 3ème Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle, 2017

2016

Real-time eye pupil localization using Hough regression forest.

Amine Kacete, Jérôme Royan, Renaud Séguier, Michel Collobert, Catherine Soladié

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

High-Level Geometry-based Features of Video Modality for Emotion Prediction.

Raphaël Weber, Vincent Barrielle, Catherine Soladié, Renaud Séguier

Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

Unconstrained Gaze Estimation Using Random Forest Regression Voting.

Amine Kacete, Renaud Séguier, Michel Collobert, Jérôme Royan

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

3D facial clone based on depth patches.

Jérôme Manceau, Catherine Soladié, Renaud Séguier

Proceedings of the 2015 Visual Communications and Image Processing, 2015

Reconstruction of Face Texture Based on the Fusion of Texture Patches.

Jérôme Manceau, Renaud Séguier, Catherine Soladié

Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

2013

Invariant representation of facial expressions for blended expression recognition on unknown subjects.

Catherine Soladié, Nicolas Stoiber, Renaud Séguier

Comput. Vis. Image Underst., 2013

Bilinear decomposition for blended expressions representation.

Catherine Soladié, Renaud Séguier, Nicolas Stoiber

Proceedings of the 2013 Visual Communications and Image Processing, 2013

2012

Facial Action Recognition Combining Heterogeneous Features via Multikernel Learning.

Thibaud Senechal, Vincent Rapp, Hanan Salam, Renaud Séguier, Kevin Bailly, Lionel Prevost

IEEE Trans. Syst. Man Cybern. Part B, 2012

A multimodal fuzzy inference system using a continuous facial expression representation for emotion detection.

Catherine Soladié, Hanan Salam, Catherine Pelachaud, Nicolas Stoiber, Renaud Séguier

Proceedings of the International Conference on Multimodal Interaction, 2012

A new invariant representation of facial expressions: Definition and application to blended expression recognition.

Catherine Soladié, Nicolas Stoiber, Renaud Séguier

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A multi-texture approach for estimating iris positions in the eye using 2.5D Active Appearance Models.

Hanan Salam, Nicolas Stoiber, Renaud Séguier

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

Combining AAM coefficients with LGBP histograms in the multi-kernel SVM framework to detect facial action units.

Thibaud Senechal, Vincent Rapp, Hanan Salam, Renaud Séguier, Kevin Bailly, Lionel Prevost

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

2010

HMOAM: hybrid multi-objective genetic optimization for facial analysis by appearance model.

Abdul Sattar, Renaud Séguier

Memetic Comput., 2010

Facial animation retargeting and control based on a human appearance space.

Nicolas Stoiber, Renaud Séguier, Gaspard Breton

Comput. Animat. Virtual Worlds, 2010

Modeling Short-Term Dynamics and Variability for Realistic Interactive Facial Animation.

Nicolas Stoiber, Gaspard Breton, Renaud Séguier

IEEE Computer Graphics and Applications, 2010

The mimic game: real-time recognition and imitation of emotional facial expressions.

Nicolas Stoiber, Olivier Aubault, Renaud Séguier, Gaspard Breton

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2010

Facial feature extraction using hybrid genetic-simplex optimization in multi-objective Active Appearance Model.

Abdul Sattar, Renaud Séguier

Proceedings of the Fifth IEEE International Conference on Digital Information Management, 2010

2009

HGOAAM: Facial Analysis by Active Appearance Model Optimized by Hybrid Genetic Algorithm.

Abdul Sattar, Renaud Séguier

J. Digit. Inf. Manag., 2009

Gamer's Facial Cloning for Online Interactive Games.

Abdul Sattar, Nicolas Stoiber, Renaud Séguier, Gaspard Breton

Int. J. Comput. Games Technol., 2009

Adapted Active Appearance Models.

Renaud Séguier, Sylvain Le Gallou, Gaspard Breton, Christophe Garcia

EURASIP J. Image Video Process., 2009

Fast Simplex Optimization for Active Appearance Model.

Yasser Aidarous, Renaud Séguier

Proceedings of the Advances in Image and Video Technology, Third Pacific Rim Symposium, 2009

Automatic design of a control interface for a synthetic face.

Nicolas Stoiber, Renaud Séguier, Gaspard Breton

Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009

2008

GAGM-AAM: A genetic optimization with Gaussian mixtures for Active Appearance Models.

Abdul Sattar, Yasser Aidarous, Renaud Séguier

Proceedings of the International Conference on Image Processing, 2008

GGA-AAM: Novel heuristic method of gradient driven Genetic Algorithm for Active Appearance Models.

Abdul Sattar, Renaud Séguier

Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008

MVAAM (multi-view active appearance model) optimized by multi-objective genetic algorithm.

Abdul Sattar, Renaud Séguier

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2007

Face alignment using active appearance model optimized by simplex.

Yasser Aidarous, Sylvain Le Gallou, Abdul Sattar, Renaud Séguier

Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Avatar Puppetry Using Real-Time Audio and Video Analysis.

Sylvain Le Gallou, Gaspard Breton, Renaud Séguier, Christophe Garcia

Proceedings of the Intelligent Virtual Agents, 7th International Conference, 2007

Simplex Optimisation Initialized by Gaussian Mixture for Active Appearance Models.

Yasser Aidarous, Sylvain Le Gallou, Renaud Séguier

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

2006

Scale Normalization for the Distance Maps AAM.

Denis Giri, Maxime Rosenwald, Benjamin Villeneuve, Sylvain Le Gallou, Renaud Séguier

Proceedings of the Ninth International Conference on Control, 2006

Time series modeling for IDS alert management.

Jouni Viinikka, Hervé Debar, Ludovic Mé, Renaud Séguier

Proceedings of the 2006 ACM Symposium on Information, Computer and Communications Security, 2006

2003

Genetic Snakes: Application on Lipreading.

Renaud Séguier, Nicolas Cladel

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

2002

Lipreading with Spiking Neurons - One Pass Learning.

Renaud Séguier, Nicolas Cladel, Christophe Foucher, David Mercier

Proceedings of the 10-th International Conference in Central Europe on Computer Graphics, 2002

Audio-Visual Speech Recognition One Pass Learning with Spiking Neurons.

Renaud Séguier, David Mercier

Proceedings of the Artificial Neural Networks, 2002

2000

A Set of Neural Tools for Human-Computer Interactions: Application to the Handwritten Character Recognition, and Visual Speech Recognition Problems.

Gilles Vaucher, Abdul Rauf Baig, Renaud Séguier

Neural Comput. Appl., 2000

1999

mage Sequence Analysis Using A Spatio-Temporal Coding For Automatic Lip-reading.

Abdul Rauf Baig, Renaud Séguier, Gilles Vaucher

Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999