Renaud Séguier

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 45

Top Topics

Motion Recognition

Metric Learning

Top Venues

IEEE Trans. Affect. Comput.

VISIGRAPP (5: VISAPP)

Publications

Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
A multimodal dynamical variational autoencoder for audiovisual speech representation learning. Neural Networks 172 (2024)
Neil Farmer, Catherine Soladié, Gabriel Cazorla, Renaud Séguier
Pivotal Tuning Editing: Towards Disentangled Wrinkle Editing with GANs. FG (2024)
Jingting Li, Catherine Soladié, Renaud Séguier
Local Temporal Pattern and Data Augmentation for Spotting Micro-Expressions. IEEE Trans. Affect. Comput. 14 (1) (2023)
Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier
Motion-DVAE: Unsupervised learning for fast human motion denoising. MIG (2023)
Sen Yan, Catherine Soladié, Renaud Séguier
Exploring Mental Prototypes by an Efficient Interdisciplinary Approach: Interactive Microbial Genetic Algorithm. FG (2023)
Matthieu Delmas, Amine Kacete, Stéphane Paquelet, Simon Leglaive, Renaud Séguier
LatentForensics: Towards lighter deepfake detection in the StyleGAN latent space. CoRR (2023)
Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Amine Kacete, Jérôme Royan, Renaud Séguier
MES-Loss: Mutually equidistant separation metric learning loss function. Pattern Recognit. Lett. 172 (2023)
Samir Sadok, Simon Leglaive, Renaud Séguier
A Vector Quantized Masked Autoencoder for Speech Emotion Recognition. ICASSP Workshops (2023)
Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier
Motion-DVAE: Unsupervised learning for fast human motion denoising. CoRR (2023)
Guénolé Fiche, Vincent Sevestre, Camila Gonzalez-Barral, Simon Leglaive, Renaud Séguier
SwimXYZ: A large-scale dataset of synthetic swimming motions and videos. MIG (2023)
Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
Learning and controlling the source-filter representation of speech with a variational autoencoder. Speech Commun. 148 (2023)
Samir Sadok, Simon Leglaive, Renaud Séguier
A vector quantized masked autoencoder for speech emotion recognition. CoRR (2023)
Samir Sadok, Simon Leglaive, Renaud Séguier
A vector quantized masked autoencoder for audiovisual speech emotion recognition. CoRR (2023)
Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
A Multimodal Dynamical Variational Autoencoder for Audiovisual Speech Representation Learning. CoRR (2023)
Guénolé Fiche, Vincent Sevestre, Camila Gonzalez-Barral, Simon Leglaive, Renaud Séguier
SwimXYZ: A large-scale dataset of synthetic swimming motions and videos. CoRR (2023)
Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
Learning and controlling the source-filter representation of speech with a variational autoencoder. CoRR (2022)
Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Amine Kacete, Jérôme Royan, Renaud Séguier
Metric Learning-Based Unsupervised Domain Adaptation for 3D Skeleton Hand Activities Categorization. ICIAP (3) (2022)
Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Jérôme Royan, Renaud Séguier
Multi-stage RGB-based Transfer Learning Pipeline for Hand Activity Recognition. VISIGRAPP (4: VISAPP) (2022)
Mouath Aouayeb, Wassim Hamidouche, Catherine Soladié, Kidiyo Kpalma, Renaud Séguier
Micro-expression recognition from local facial regions. Signal Process. Image Commun. 99 (2021)
Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Amine Kacete, Jérôme Royan, Renaud Séguier
Efficient Multi-stream Temporal Learning and Post-fusion Strategy for 3D Skeleton-based Hand Activity Recognition. VISIGRAPP (4: VISAPP) (2021)
Mouath Aouayeb, Wassim Hamidouche, Catherine Soladié, Kidiyo Kpalma, Renaud Séguier
Learning Vision Transformer with Squeeze and Excitation for Facial Expression Recognition. CoRR (2021)
Anup Anand Deshmukh, Catherine Soladié, Renaud Séguier
Emo-CNN for Perceiving Stress from Audio Signals: A Brain Chemistry Approach. CoRR (2020)
Corentin Guezenoc, Renaud Séguier
A Wide Dataset of Ear Shapes and Pinna-Related Transfer Functions Generated by Random Ear Drawings. CoRR (2020)
Corentin Guezenoc, Renaud Séguier
Dataset Augmentation and Dimensionality Reduction of Pinna-Related Transfer Functions. CoRR (2020)
Adrien Llave, Simon Leglaive, Renaud Séguier
Localization Cues Preservation in Hearing Aids by Combining Noise Reduction and Dynamic Range Compression. APSIPA (2020)
Siwei Wang, Catherine Soladié, Renaud Séguier
Learning an Unsupervised and Interpretable Representation of Emotion from Speech. SPECOM (2020)
Pablo Arias, Catherine Soladié, Oussema Bouafif, Axel Roebel, Renaud Séguier, Jean-Julien Aucouturier
Realistic Transformation of Facial and Vocal Smiles in Real-Time Audiovisual Streams. IEEE Trans. Affect. Comput. 11 (3) (2020)
Raphaël Weber, Vincent Barrielle, Catherine Soladié, Renaud Séguier
Unsupervised Adaptation of a Person-Specific Manifold of Facial Expressions. IEEE Trans. Affect. Comput. 11 (3) (2020)
Corentin Guezenoc, Renaud Séguier
HRTF Individualization: A Survey. CoRR (2020)
Siwei Wang, Catherine Soladié, Renaud Séguier
OCAE: Organization-Controlled Autoencoder for Unsupervised Speech Emotion Analysis. ICFSP (2019)
Jingting Li, Catherine Soladié, Renaud Séguier, Su-Jing Wang, Moi Hoon Yap
Spotting Micro-Expressions on Long Videos Sequences. FG (2019)
Jingting Li, Catherine Soladié, Renaud Séguier
A Survey on Databases for Facial Micro-Expression Analysis. VISIGRAPP (5: VISAPP) (2019)
Victor Martin, Renaud Séguier, Aurélie Porcheron, Frédérique Morizot
Face aging simulation with a new wrinkle oriented active appearance model. Multim. Tools Appl. 78 (5) (2019)
Jingting Li, Catherine Soladié, Renaud Séguier
LTP-ML: Micro-Expression Detection by Recognition of Local Temporal Pattern of Facial Movements. FG (2018)
Raphaël Weber, Catherine Soladié, Renaud Séguier
A Survey on Databases for Facial Expression Analysis. VISIGRAPP (5: VISAPP) (2018)
Victor Martin, Renaud Séguier, Aurélie Porcheron, Frédérique Morizot
Towards Continuous Health Diagnosis from Faces with Deep Learning. PRIME@MICCAI (2018)
Jingting Li, Catherine Soladié, Renaud Séguier, Su-Jing Wang, Moi Hoon Yap
Spotting Micro-Expressions on Long Videos Sequences. CoRR (2018)
Hanan Salam, Renaud Séguier
A survey on face modeling: building a bridge between face analysis and synthesis. Vis. Comput. 34 (2) (2018)
Raphaël Weber, Jingting Li, Catherine Soladié, Renaud Séguier
A Survey on Databases of Facial Macro-expression and Micro-expression. VISIGRAPP (Revised Selected Papers) (2018)
Amine Kacete, Renaud Séguier, Michel Collobert, Jérôme Royan
Can Synthetic Data Handle Unconstrained Gaze Estimation? APIA (2017)
Amine Kacete, Jérôme Royan, Renaud Séguier, Michel Collobert, Catherine Soladié
Real-time eye pupil localization using Hough regression forest. WACV (2016)
Raphaël Weber, Vincent Barrielle, Catherine Soladié, Renaud Séguier
High-Level Geometry-based Features of Video Modality for Emotion Prediction. AVEC@ACM Multimedia (2016)
Amine Kacete, Renaud Séguier, Michel Collobert, Jérôme Royan
Unconstrained Gaze Estimation Using Random Forest Regression Voting. ACCV (3) (2016)
Jérôme Manceau, Catherine Soladié, Renaud Séguier
3D facial clone based on depth patches. VCIP (2015)
Jérôme Manceau, Renaud Séguier, Catherine Soladié
Reconstruction of Face Texture Based on the Fusion of Texture Patches. ISVC (1) (2015)
Catherine Soladié, Nicolas Stoiber, Renaud Séguier
Invariant representation of facial expressions for blended expression recognition on unknown subjects. Comput. Vis. Image Underst. 117 (11) (2013)
Catherine Soladié, Renaud Séguier, Nicolas Stoiber
Bilinear decomposition for blended expressions representation. VCIP (2013)
Catherine Soladié, Nicolas Stoiber, Renaud Séguier
A new invariant representation of facial expressions: Definition and application to blended expression recognition. ICIP (2012)
Hanan Salam, Nicolas Stoiber, Renaud Séguier
A multi-texture approach for estimating iris positions in the eye using 2.5D Active Appearance Models. ICIP (2012)
Thibaud Senechal, Vincent Rapp, Hanan Salam, Renaud Séguier, Kevin Bailly, Lionel Prevost
Facial Action Recognition Combining Heterogeneous Features via Multikernel Learning. IEEE Trans. Syst. Man Cybern. Part B 42 (4) (2012)
Catherine Soladié, Hanan Salam, Catherine Pelachaud, Nicolas Stoiber, Renaud Séguier
A multimodal fuzzy inference system using a continuous facial expression representation for emotion detection. ICMI (2012)
Thibaud Senechal, Vincent Rapp, Hanan Salam, Renaud Séguier, Kevin Bailly, Lionel Prevost
Combining AAM coefficients with LGBP histograms in the multi-kernel SVM framework to detect facial action units. FG (2011)
Nicolas Stoiber, Gaspard Breton, Renaud Séguier
Modeling Short-Term Dynamics and Variability for Realistic Interactive Facial Animation. IEEE Computer Graphics and Applications 30 (4) (2010)
Nicolas Stoiber, Olivier Aubault, Renaud Séguier, Gaspard Breton
The mimic game: real-time recognition and imitation of emotional facial expressions. SIGGRAPH Talks (2010)
Nicolas Stoiber, Renaud Séguier, Gaspard Breton
Facial animation retargeting and control based on a human appearance space. Comput. Animat. Virtual Worlds 21 (1) (2010)
Abdul Sattar, Renaud Séguier
Facial feature extraction using hybrid genetic-simplex optimization in multi-objective Active Appearance Model. ICDIM (2010)
Abdul Sattar, Renaud Séguier
HMOAM: hybrid multi-objective genetic optimization for facial analysis by appearance model. Memetic Comput. 2 (1) (2010)
Renaud Séguier, Sylvain Le Gallou, Gaspard Breton, Christophe Garcia
Adapted Active Appearance Models. EURASIP J. Image Video Process. 2009 (2009)
Yasser Aidarous, Renaud Séguier
Fast Simplex Optimization for Active Appearance Model. PSIVT (2009)
Nicolas Stoiber, Renaud Séguier, Gaspard Breton
Automatic design of a control interface for a synthetic face. IUI (2009)
Abdul Sattar, Renaud Séguier
HGOAAM: Facial Analysis by Active Appearance Model Optimized by Hybrid Genetic Algorithm. J. Digit. Inf. Manag. 7 (4) (2009)
Abdul Sattar, Nicolas Stoiber, Renaud Séguier, Gaspard Breton
Gamer's Facial Cloning for Online Interactive Games. Int. J. Comput. Games Technol. 2009 (2009)
Abdul Sattar, Renaud Séguier
GGA-AAM: Novel heuristic method of gradient driven Genetic Algorithm for Active Appearance Models. ICDIM (2008)
Abdul Sattar, Renaud Séguier
MVAAM (multi-view active appearance model) optimized by multi-objective genetic algorithm. FG (2008)
Abdul Sattar, Yasser Aidarous, Renaud Séguier
GAGM-AAM: A genetic optimization with Gaussian mixtures for Active Appearance Models. ICIP (2008)
Yasser Aidarous, Sylvain Le Gallou, Renaud Séguier
Simplex Optimisation Initialized by Gaussian Mixture for Active Appearance Models. DICTA (2007)
Sylvain Le Gallou, Gaspard Breton, Renaud Séguier, Christophe Garcia
Avatar Puppetry Using Real-Time Audio and Video Analysis. IVA (2007)
Yasser Aidarous, Sylvain Le Gallou, Abdul Sattar, Renaud Séguier
Face alignment using active appearance model optimized by simplex. VISAPP (2) (2007)
Denis Giri, Maxime Rosenwald, Benjamin Villeneuve, Sylvain Le Gallou, Renaud Séguier
Scale Normalization for the Distance Maps AAM. ICARCV (2006)
Jouni Viinikka, Hervé Debar, Ludovic Mé, Renaud Séguier
Time series modeling for IDS alert management. AsiaCCS (2006)
Renaud Séguier, Nicolas Cladel
Genetic Snakes: Application on Lipreading. ICANNGA (2003)
Renaud Séguier, David Mercier
Audio-Visual Speech Recognition One Pass Learning with Spiking Neurons. ICANN (2002)
Renaud Séguier, Nicolas Cladel, Christophe Foucher, David Mercier
Lipreading with Spiking Neurons - One Pass Learning. WSCG (2002)
Gilles Vaucher, Abdul Rauf Baig, Renaud Séguier
A Set of Neural Tools for Human-Computer Interactions: Application to the Handwritten Character Recognition, and Visual Speech Recognition Problems. Neural Comput. Appl. 9 (4) (2000)
Abdul Rauf Baig, Renaud Séguier, Gilles Vaucher
mage Sequence Analysis Using A Spatio-Temporal Coding For Automatic Lip-reading. ICIAP (1999)