Renaud Séguier

80 papers A 3B 12C 7Misc 4Journal 33Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A vector quantized masked autoencoder for audiovisual speech emotion recognition. Comput. Vis. Image Underst. Samir Sadok, Simon Leglaive, Renaud Séguier
2025	J	`jnl`	EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition. CoRR Hugo Thimonier, Antony Perzo, Renaud Séguier
2025	B	`conf`	JanusGAN: GANs Disentangled Editing with Two Discriminators. FG Neil Farmer, Catherine Soladié, Gabriel Cazorla, Renaud Séguier
2024	J	`jnl`	A multimodal dynamical variational autoencoder for audiovisual speech representation learning. Neural Networks Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
2024	—	`conf`	Can AI Decode the Circumplex Model of Affect? A Data-driven Study. ICPR (Workshops and Challenges, 1) Amdjed Belaref, Samir Sadok, Karim M. Ibrahim, Zineb Noumir, Renaud Séguier
2024	Misc	`conf`	LatentForensics: Towards Frugal Deepfake Detection in the StyleGAN Latent Space. DICTA Matthieu Delmas, Renaud Séguier
2024	B	`conf`	Pivotal Tuning Editing: Towards Disentangled Wrinkle Editing with GANs. FG Neil Farmer, Catherine Soladié, Gabriel Cazorla, Renaud Séguier
2023	J	`jnl`	A Multimodal Dynamical Variational Autoencoder for Audiovisual Speech Representation Learning. CoRR Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
2023	—	`conf`	A Vector Quantized Masked Autoencoder for Speech Emotion Recognition. ICASSP Workshops Samir Sadok, Simon Leglaive, Renaud Séguier
2023	J	`jnl`	A vector quantized masked autoencoder for audiovisual speech emotion recognition. CoRR Samir Sadok, Simon Leglaive, Renaud Séguier
2023	J	`jnl`	A vector quantized masked autoencoder for speech emotion recognition. CoRR Samir Sadok, Simon Leglaive, Renaud Séguier
2023	B	`conf`	Exploring Mental Prototypes by an Efficient Interdisciplinary Approach: Interactive Microbial Genetic Algorithm. FG Sen Yan, Catherine Soladié, Renaud Séguier
2023	J	`jnl`	LatentForensics: Towards lighter deepfake detection in the StyleGAN latent space. CoRR Matthieu Delmas, Amine Kacete, Stéphane Paquelet, Simon Leglaive, Renaud Séguier
2023	J	`jnl`	Learning and controlling the source-filter representation of speech with a variational autoencoder. Speech Commun. Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
2023	J	`jnl`	Local Temporal Pattern and Data Augmentation for Spotting Micro-Expressions. IEEE Trans. Affect. Comput. Jingting Li, Catherine Soladié, Renaud Séguier
2023	J	`jnl`	MES-Loss: Mutually equidistant separation metric learning loss function. Pattern Recognit. Lett. Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Amine Kacete, Jérôme Royan, Renaud Séguier
2023	C	`conf`	Motion-DVAE: Unsupervised learning for fast human motion denoising. MIG Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier
2023	J	`jnl`	Motion-DVAE: Unsupervised learning for fast human motion denoising. CoRR Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier
2023	C	`conf`	SwimXYZ: A large-scale dataset of synthetic swimming motions and videos. MIG Guénolé Fiche, Vincent Sevestre, Camila Gonzalez-Barral, Simon Leglaive, Renaud Séguier
2023	J	`jnl`	SwimXYZ: A large-scale dataset of synthetic swimming motions and videos. CoRR Guénolé Fiche, Vincent Sevestre, Camila Gonzalez-Barral, Simon Leglaive, Renaud Séguier
2022	J	`jnl`	Learning and controlling the source-filter representation of speech with a variational autoencoder. CoRR Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
2022	—	`conf`	Metric Learning-Based Unsupervised Domain Adaptation for 3D Skeleton Hand Activities Categorization. ICIAP (3) Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Amine Kacete, Jérôme Royan, Renaud Séguier
2022	—	`conf`	Multi-stage RGB-based Transfer Learning Pipeline for Hand Activity Recognition. VISIGRAPP (4: VISAPP) Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Jérôme Royan, Renaud Séguier
2021	—	`conf`	Efficient Multi-stream Temporal Learning and Post-fusion Strategy for 3D Skeleton-based Hand Activity Recognition. VISIGRAPP (4: VISAPP) Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Amine Kacete, Jérôme Royan, Renaud Séguier
2021	J	`jnl`	Learning Vision Transformer with Squeeze and Excitation for Facial Expression Recognition. CoRR Mouath Aouayeb, Wassim Hamidouche, Catherine Soladié, Kidiyo Kpalma, Renaud Séguier
2021	J	`jnl`	Micro-expression recognition from local facial regions. Signal Process. Image Commun. Mouath Aouayeb, Wassim Hamidouche, Catherine Soladié, Kidiyo Kpalma, Renaud Séguier
2020	J	`jnl`	A Wide Dataset of Ear Shapes and Pinna-Related Transfer Functions Generated by Random Ear Drawings. CoRR Corentin Guezenoc, Renaud Séguier
2020	J	`jnl`	Dataset Augmentation and Dimensionality Reduction of Pinna-Related Transfer Functions. CoRR Corentin Guezenoc, Renaud Séguier
2020	J	`jnl`	Emo-CNN for Perceiving Stress from Audio Signals: A Brain Chemistry Approach. CoRR Anup Anand Deshmukh, Catherine Soladié, Renaud Séguier
2020	J	`jnl`	HRTF Individualization: A Survey. CoRR Corentin Guezenoc, Renaud Séguier
2020	—	`conf`	Learning an Unsupervised and Interpretable Representation of Emotion from Speech. SPECOM Siwei Wang, Catherine Soladié, Renaud Séguier
2020	—	`conf`	Localization Cues Preservation in Hearing Aids by Combining Noise Reduction and Dynamic Range Compression. APSIPA Adrien Llave, Simon Leglaive, Renaud Séguier
2020	J	`jnl`	Realistic Transformation of Facial and Vocal Smiles in Real-Time Audiovisual Streams. IEEE Trans. Affect. Comput. Pablo Arias, Catherine Soladié, Oussema Bouafif, Axel Roebel, Renaud Séguier, Jean-Julien Aucouturier
2020	J	`jnl`	Unsupervised Adaptation of a Person-Specific Manifold of Facial Expressions. IEEE Trans. Affect. Comput. Raphaël Weber, Vincent Barrielle, Catherine Soladié, Renaud Séguier
2019	—	`conf`	A Survey on Databases for Facial Micro-Expression Analysis. VISIGRAPP (5: VISAPP) Jingting Li, Catherine Soladié, Renaud Séguier
2019	J	`jnl`	Face aging simulation with a new wrinkle oriented active appearance model. Multim. Tools Appl. Victor Martin, Renaud Séguier, Aurélie Porcheron, Frédérique Morizot
2019	—	`conf`	OCAE: Organization-Controlled Autoencoder for Unsupervised Speech Emotion Analysis. ICFSP Siwei Wang, Catherine Soladié, Renaud Séguier
2019	B	`conf`	Spotting Micro-Expressions on Long Videos Sequences. FG Jingting Li, Catherine Soladié, Renaud Séguier, Su-Jing Wang, Moi Hoon Yap
2018	—	`conf`	A Survey on Databases for Facial Expression Analysis. VISIGRAPP (5: VISAPP) Raphaël Weber, Catherine Soladié, Renaud Séguier
2018	—	`conf`	A Survey on Databases of Facial Macro-expression and Micro-expression. VISIGRAPP (Revised Selected Papers) Raphaël Weber, Jingting Li, Catherine Soladié, Renaud Séguier
2018	J	`jnl`	A survey on face modeling: building a bridge between face analysis and synthesis. Vis. Comput. Hanan Salam, Renaud Séguier
2018	B	`conf`	LTP-ML: Micro-Expression Detection by Recognition of Local Temporal Pattern of Facial Movements. FG Jingting Li, Catherine Soladié, Renaud Séguier
2018	J	`jnl`	Spotting Micro-Expressions on Long Videos Sequences. CoRR Jingting Li, Catherine Soladié, Renaud Séguier, Su-Jing Wang, Moi Hoon Yap
2018	—	`conf`	Towards Continuous Health Diagnosis from Faces with Deep Learning. PRIME@MICCAI Victor Martin, Renaud Séguier, Aurélie Porcheron, Frédérique Morizot
2017	—	`conf`	Can Synthetic Data Handle Unconstrained Gaze Estimation? APIA Amine Kacete, Renaud Séguier, Michel Collobert, Jérôme Royan
2016	—	`conf`	High-Level Geometry-based Features of Video Modality for Emotion Prediction. AVEC@ACM Multimedia Raphaël Weber, Vincent Barrielle, Catherine Soladié, Renaud Séguier
2016	A	`conf`	Real-time eye pupil localization using Hough regression forest. WACV Amine Kacete, Jérôme Royan, Renaud Séguier, Michel Collobert, Catherine Soladié
2016	—	`conf`	Unconstrained Gaze Estimation Using Random Forest Regression Voting. ACCV (3) Amine Kacete, Renaud Séguier, Michel Collobert, Jérôme Royan
2015	C	`conf`	3D facial clone based on depth patches. VCIP Jérôme Manceau, Catherine Soladié, Renaud Séguier
2015	—	`conf`	Reconstruction of Face Texture Based on the Fusion of Texture Patches. ISVC (1) Jérôme Manceau, Renaud Séguier, Catherine Soladié
2013	C	`conf`	Bilinear decomposition for blended expressions representation. VCIP Catherine Soladié, Renaud Séguier, Nicolas Stoiber
2013	J	`jnl`	Invariant representation of facial expressions for blended expression recognition on unknown subjects. Comput. Vis. Image Underst. Catherine Soladié, Nicolas Stoiber, Renaud Séguier
2012	B	`conf`	A multi-texture approach for estimating iris positions in the eye using 2.5D Active Appearance Models. ICIP Hanan Salam, Nicolas Stoiber, Renaud Séguier
2012	B	`conf`	A multimodal fuzzy inference system using a continuous facial expression representation for emotion detection. ICMI Catherine Soladié, Hanan Salam, Catherine Pelachaud, Nicolas Stoiber, Renaud Séguier
2012	B	`conf`	A new invariant representation of facial expressions: Definition and application to blended expression recognition. ICIP Catherine Soladié, Nicolas Stoiber, Renaud Séguier
2012	J	`jnl`	Facial Action Recognition Combining Heterogeneous Features via Multikernel Learning. IEEE Trans. Syst. Man Cybern. Part B Thibaud Senechal, Vincent Rapp, Hanan Salam, Renaud Séguier, Kevin Bailly, Lionel Prevost
2011	B	`conf`	Combining AAM coefficients with LGBP histograms in the multi-kernel SVM framework to detect facial action units. FG Thibaud Senechal, Vincent Rapp, Hanan Salam, Renaud Séguier, Kevin Bailly, Lionel Prevost
2010	J	`jnl`	Facial animation retargeting and control based on a human appearance space. Comput. Animat. Virtual Worlds Nicolas Stoiber, Renaud Séguier, Gaspard Breton
2010	—	`conf`	Facial feature extraction using hybrid genetic-simplex optimization in multi-objective Active Appearance Model. ICDIM Abdul Sattar, Renaud Séguier
2010	J	`jnl`	HMOAM: hybrid multi-objective genetic optimization for facial analysis by appearance model. Memetic Comput. Abdul Sattar, Renaud Séguier
2010	J	`jnl`	Modeling Short-Term Dynamics and Variability for Realistic Interactive Facial Animation. IEEE Computer Graphics and Applications Nicolas Stoiber, Gaspard Breton, Renaud Séguier
2010	—	`conf`	The mimic game: real-time recognition and imitation of emotional facial expressions. SIGGRAPH Talks Nicolas Stoiber, Olivier Aubault, Renaud Séguier, Gaspard Breton
2009	J	`jnl`	Adapted Active Appearance Models. EURASIP J. Image Video Process. Renaud Séguier, Sylvain Le Gallou, Gaspard Breton, Christophe Garcia
2009	A	`conf`	Automatic design of a control interface for a synthetic face. IUI Nicolas Stoiber, Renaud Séguier, Gaspard Breton
2009	C	`conf`	Fast Simplex Optimization for Active Appearance Model. PSIVT Yasser Aidarous, Renaud Séguier
2009	J	`jnl`	Gamer's Facial Cloning for Online Interactive Games. Int. J. Comput. Games Technol. Abdul Sattar, Nicolas Stoiber, Renaud Séguier, Gaspard Breton
2009	J	`jnl`	HGOAAM: Facial Analysis by Active Appearance Model Optimized by Hybrid Genetic Algorithm. J. Digit. Inf. Manag. Abdul Sattar, Renaud Séguier
2008	B	`conf`	GAGM-AAM: A genetic optimization with Gaussian mixtures for Active Appearance Models. ICIP Abdul Sattar, Yasser Aidarous, Renaud Séguier
2008	—	`conf`	GGA-AAM: Novel heuristic method of gradient driven Genetic Algorithm for Active Appearance Models. ICDIM Abdul Sattar, Renaud Séguier
2008	B	`conf`	MVAAM (multi-view active appearance model) optimized by multi-objective genetic algorithm. FG Abdul Sattar, Renaud Séguier
2007	B	`conf`	Avatar Puppetry Using Real-Time Audio and Video Analysis. IVA Sylvain Le Gallou, Gaspard Breton, Renaud Séguier, Christophe Garcia
2007	—	`conf`	Face alignment using active appearance model optimized by simplex. VISAPP (2) Yasser Aidarous, Sylvain Le Gallou, Abdul Sattar, Renaud Séguier
2007	Misc	`conf`	Simplex Optimisation Initialized by Gaussian Mixture for Active Appearance Models. DICTA Yasser Aidarous, Sylvain Le Gallou, Renaud Séguier
2006	C	`conf`	Scale Normalization for the Distance Maps AAM. ICARCV Denis Giri, Maxime Rosenwald, Benjamin Villeneuve, Sylvain Le Gallou, Renaud Séguier
2006	A	`conf`	Time series modeling for IDS alert management. AsiaCCS Jouni Viinikka, Hervé Debar, Ludovic Mé, Renaud Séguier
2003	—	`conf`	Genetic Snakes: Application on Lipreading. ICANNGA Renaud Séguier, Nicolas Cladel
2002	C	`conf`	Audio-Visual Speech Recognition One Pass Learning with Spiking Neurons. ICANN Renaud Séguier, David Mercier
2002	Misc	`conf`	Lipreading with Spiking Neurons - One Pass Learning. WSCG Renaud Séguier, Nicolas Cladel, Christophe Foucher, David Mercier
2000	J	`jnl`	A Set of Neural Tools for Human-Computer Interactions: Application to the Handwritten Character Recognition, and Visual Speech Recognition Problems. Neural Comput. Appl. Gilles Vaucher, Abdul Rauf Baig, Renaud Séguier
1999	Misc	`conf`	mage Sequence Analysis Using A Spatio-Temporal Coding For Automatic Lip-reading. ICIAP Abdul Rauf Baig, Renaud Séguier, Gilles Vaucher