Home » Teams » Piros » Kévin Bailly
  • Kévin Bailly

  • Maître de conférences
  • Équipe: Piros
  • Bureau: H17
  • Telephone:0144276385
  • Addresse: ISIR, Campus Pierre et Marie Curie, 4 place Jussieu, BC173, 75005 Paris
  • Site web: https://sites.google.com/view/bailly/

Publications

  • Arnaud Dapogny, Kevin Bailly, Matthieu Cord (2021). Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion. 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) Pages 192-198.
  • Lisa Ouss, Giuseppe Palestra, Catherine Saint-Georges, Marluce Leitgel Gille, Mohamed Afshar, Hugues Pellerin, Kevin Bailly, Mohamed Chetouani, Laurence Robel, Bernard Golse, Rima Nabbout, Isabelle Desguerre, Mariana Guergova-Kuras, David Cohen (2020). Behavior and interaction imaging at 9 months of age predict autism/intellectual disability in high-risk infants with West syndrome. Translational Psychiatry Vol 10 Pages 54.
  • Sacha Bernheim, Estephe Arnaud, Arnaud Dapogny, Kevin Bailly (2020). MoDuL: Deep Modal and Dual Landmark-wise Gated Network for Facial Expression Recognition. 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) Pages 153-159.
  • Edouard Yvinec, Arnaud Dapogny, Kevin Bailly (2020). DeeSCo: Deep heterogeneous ensemble with Stochastic Combinatory loss for gaze estimation. 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) Pages 146-152.
  • Zakia Hammal, Di Huang, Kevin Bailly, Liming Chen, Mohamed Daoudi (2020). Face and Gesture Analysis for Health Informatics (FGAHI). ACM International Conference on Multimodal Interaction (ICMI 2020) Pages 874-875.
  • Thomas Janssoone, Kevin Bailly, Gael Richard, Chloé Clavel (2020). The POTUS Corpus, a database of weekly addresses for the study of stance in politics and virtual agents. Conference on Language Resources and Evaluation (LREC 2020) Pages 11 - 16.
  • Étienne de Montalivet, Kevin Bailly, Amélie Touillet, Noël Martinet, Jean Paysant, Nathanael Jarrasse (2020). Guiding the training of users with a pattern similarity biofeedback to improve the performance of myoelectric pattern recognition.. IEEE Transactions on Neural Systems and Rehabilitation Engineering Pages 1-11.
  • Charline Grossard, Arnaud Dapogny, David Cohen, Sacha Bernheim, Estelle Juillet, Fanny Hamel, Stephanie Hun, Jérémy Bourgeois, Hugues Pellerin, Sylvie Serret, Kevin Bailly, Laurence Chaby (2020). Children with autism spectrum disorder produce more ambiguous and less socially meaningful facial expressions: an experimental study using random forest classifiers. Molecular Autism Vol 11 Pages 5.
  • Arnaud Dapogny, Bailly Kevin, Matthieu Cord (2019). DeCaFA: Deep Convolutional Cascade for Face Alignment In The Wild. The IEEE International Conference on Computer Vision (ICCV)
  • Kevin Bailly (2019). Apprentissage automatique pour l'analyse des expressions faciales.
  • Estephe Arnaud, Arnaud Dapogny, Kevin Bailly (2019). Tree-gated Deep Mixture-of-Experts For Pose-robust Face Alignment. IEEE Transactions on Biometrics, Behavior, and Identity Science Pages 1-1.
  • Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson (2019). Dynamic pose-robust facial expression recognition by multi-view pairwise conditional random forests. IEEE Transactions on Affective Computing Vol 10
  • Estephe Arnaud, Arnaud Dapogny, Kevin Bailly (2019). Tree-gated deep regressor ensemble for face alignment in the wild. 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019) Pages 1-7.
  • Arnaud Dapogny, Charline Grossard, Stephanie Hun, Sylvie Serret, Jérémy Bourgeois, Hedy Jean-Marie, Pierre Foulon, Huaxiong Ding, Liming Chen, Séverine Dubuisson, Ouriel Grynszpan, David Cohen, Kevin Bailly (2018). JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions. 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018) Pages 723-730.
  • Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson (2018). Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit detection. International Journal of Computer Vision Vol 126 Pages 255–271.
  • Charline Grossard, Laurence Chaby, Stephanie Hun, Hugues Pellerin, Jérémy Bourgeois, Arnaud Dapogny, Huaxiong Ding, Sylvie Serret, Pierre Foulon, Mohamed Chetouani, Liming Chen, Kevin Bailly, Ouriel Grynszpan, David Cohen (2018). Children Facial Expression Production: Influence of Age, Gender, Emotion Subtype, Elicitation Condition and Culture. Frontiers in Psychology Vol 9
  • Lisa Ouss, Marie-Thérèse Le Normand, Kevin Bailly, Marluce Leitgel Gille, Christelle Gosme, Roberta Simas, Julia Wenke, Xavier Jeudon, Stéphanie Thépot, Telma da Silva, Xavier Clady, Edith Thoueille, Mohammad Afshar, Bernard Golse, Mariana Guergova-Kuras (2018). Developmental Trajectories of Hand Movements in Typical Infants and Those at Risk of Developmental Disorders: An Observational Study of Kinematics during the First Year of Life. Frontiers in Psychology Vol 9
  • Arnaud Dapogny, Kevin Bailly (2018). Face alignment with cascaded semi-parametric deep greedy neural forests. Pattern Recognition Letters Vol 102 Pages 75-81.
  • Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson (2017). Multi-output random forests for facial action unit detection. International Conference on Automatic Face and Gesture Recognition (FG 2017) Pages 1-8.
  • Alex Vasquez, Arnaud Dapogny, Kevin Bailly, Véronique Perdereau (2017). Sequential recognition of in-hand object shape using a collection of neural forests. IEEE/RSJ International Conference on Intelligent Robots and Systems
  • Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gael Richard (2017). Règles d'Associations Temporelles de signaux sociaux pour la synthèse d'Agents Conversationnels Animés : Application aux attitudes sociales. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle
  • Charline Grossard, Ouriel Grynszpan, Sylvie Serret, Anne-Lise Jouen, Kevin Bailly, David Cohen (2017). Serious games to teach social interactions and emotions to individuals with autism spectrum disorders (ASD). Computers and Education Vol 113 Pages 195–211.
  • Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani (2016). On leveraging crowdsourced data for automatic perceived stress detection. ICMI 2016 - 18th ACM International Conference on Multimodal Interaction Pages 113-120.
  • Jérémie Nicolle, Kevin Bailly, Mohamed Chetouani (2016). Real-Time Facial Action Unit Intensity Prediction with Regularized Metric Learning. Image and Vision Computing Vol 52 Pages 1-14.
  • Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gael Richard (2016). Using temporal association rules for the synthesis of embodied conversational agents with a specific stance. The Sixteenth International Conference on Intelligent Virtual Agents (IVA 2016) Pages 1-14.
  • Jérémie Nicolle, Kevin Bailly, Mohamed Chetouani (2015). Facial Action Unit intensity prediction via Hard Multi-Task Metric Learning for Kernel Regression. 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) Pages 1-6.
  • Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson (2015). Dynamic facial expression recognition by joint static and multi-time gap transition classification. International Conference on Automatic Face and Gesture Recognition
  • Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson (2015). Pairwise conditional random forests for facial expression recognition. International Conference on Computer Vision (ICCV 2015) Pages 1-8.
  • Jérémie Nicolle, Vincent Rapp, Kevin Bailly, Lionel Prevost, Mohamed Chetouani (2014). Audio-visual emotion recognition: A dynamic, multimodal approach. IHM'14, 26e conférence francophone sur l'Interaction Homme-Machine Pages 44-51.
  • Thibaud Sénéchal, Kevin Bailly, Lionel Prevost (2014). Impact of action unit detection in automatic emotion recognition. Pattern Analysis and Applications Vol 17 Pages 51-67.
  • Lucas Zamuner, Kevin Bailly, Erwan Bigorgne (2014). A Pose-adaptive constrained local model for accurate head pose tracking. International Conference on Pattern Recognition (ICPR 2014) Pages 1-6.
  • Jérémie Nicolle, Kevin Bailly, Vincent Rapp, Mohamed Chetouani (2013). Locating facial landmarks with binary map cross-correlations. 2013 20th IEEE International Conference on Image Processing (ICIP) Pages 2978-2982.
  • Rapp Vincent, Kevin Bailly, Thibaud Sénéchal, Lionel Prevost (2013). Multi-kernel appearance model. Image and Vision Computing Vol 31 Pages 542-554.
  • Jérémie Nicolle, Vincent Rapp, Kevin Bailly, Lionel Prevost, Mohamed Chetouani (2012). Robust continuous prediction of human emotions using multiscale dynamic cues. Proceedings of the 14th ACM international conference on Multimodal interaction (ICMI'12) Pages 501.
  • Thibaud Sénéchal, Vincent Rapp, Hanan Salam, Renaud Seguier, Kevin Bailly, Lionel Prevost (2012). Facial Action Recognition Combining Heterogeneous Features via Multi-Kernel Learning. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics Vol 42 Pages 993-1005.
  • Vincent Rapp, Thibaud Sénéchal, Lionel Prevost, Kevin Bailly, Hanan Salam, Renaud Seguier (2012). Combinaison de Descripteurs Hétérogènes pour la Reconnaissance de Micro-Mouvements Faciaux. Actes de la conférence RFIA 2012 Pages 978-2-9539515-2-3.
  • Vincent Rapp, Thibaud Sénéchal, Bailly Kevin, Lionel Prevost (2012). Machine à Vecteurs Supports Multi-Noyau pour la détection de points caractéristiques du visage. Actes de la conférence RFIA 2012 Pages 978-2-9539515-2-3.
  • Kevin Bailly, Maurice Milgram, Philippe Phothisane, Erwan Bigorgne (2012). Learning global cost function for face alignment. International Conference on Pattern Recognition (ICPR 2012) Pages 1-4.
  • Thibaud Sénéchal, Vincent Rapp, Hanan Salam, Renaud Seguier, Kevin Bailly, Lionel Prevost (2011). Combining LGBP Histograms with AAM coefficients in the Multi-Kernel SVM framework to detect Facial Action Units. Proceedings of the 2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops Pages 860 - 865.
  • Vincent Rapp, Thibaud Sénéchal, Kevin Bailly, Lionel Prevost (2011). Multiple kernel learning SVM and statistical validation for facial landmark detection. International Conference on Automatic Face & Gesture Recognition (FG) Pages 265-271.
  • Kévin Bailly (2010). Méthodes d'apprentissage pour l'estimation de la pose de la tête dans des images monoculaires.
  • Thibaud Sénéchal, Kevin Bailly, Lionel Prevost (2010). Automatic facial action detection using histogram variation between emotional states. Proc. of Int'l Conference on Pattern Recognition (ICPR10) Pages 3752-3755.
  • Kevin Bailly, Maurice Milgram (2009). Boosting feature selection for Neural Network based regression. Neural Networks Vol 22 Pages 748-756.
  • Kevin Bailly, Maurice Milgram, Philippe Phothisane (2009). Head pose estimation by a stepwise nonlinear regression. International Conference on Computer Analysis of Images and Patterns (CAIP 09) Pages 25-32.
  • Kevin Bailly, Maurice Milgram (2009). Bisar: boosted input selection algorithm for regression. International Joint Conference on Neural Networks (IJCNN 09) Pages 249-255.