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

  • Estephe Arnaud, Arnaud Dapogny, Kevin Bailly. THIN: THrowable Information Networks and Application for Facial Expression Recognition In The Wild. IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers, In press, pp.1-1. ⟨10.1109/TAFFC.2022.3144439⟩. ⟨hal-03612596⟩
  • Ferdinand Dhombres, Jules Bonnard, Kevin Bailly, Paul Maurice, Aris Papageorghiou, et al.. Contributions of Artificial Intelligence Reported in Obstetrics and Gynecology Journals: Systematic Review. Journal of Medical Internet Research, JMIR Publications, 2022, 24 (4), pp.e35465. ⟨10.2196/35465⟩. ⟨hal-03648171⟩
  • Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kévin Bailly. RED: Looking for Redundancies for Data-FreeStructured Compression of Deep Neural Networks. Advances in Neural Information Processing Systems (NeurIPS 2021), Dec 2021, Virtual, France. ⟨hal-03610457⟩
  • Arnaud Dapogny, Kevin Bailly, Matthieu Cord. 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), Nov 2020, Buenos Aires, Argentina. pp.192-198, ⟨10.1109/FG47880.2020.00038⟩. ⟨hal-03174162⟩
  • Lisa Ouss, Giuseppe Palestra, Catherine Saint-Georges, Marluce Leitgel Gille, Mohamed Afshar, et al.. Behavior and interaction imaging at 9 months of age predict autism/intellectual disability in high-risk infants with West syndrome. Translational Psychiatry, Nature Pub. Group, 2020, 10 (1), pp.54. ⟨10.1038/s41398-020-0743-8⟩. ⟨hal-02553787⟩
  • Sacha Bernheim, Estephe Arnaud, Arnaud Dapogny, Kevin Bailly. 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), Nov 2020, Buenos Aires, France. pp.153-159, ⟨10.1109/FG47880.2020.00081⟩. ⟨hal-03181868⟩
  • Edouard Yvinec, Arnaud Dapogny, Kevin Bailly. DeeSCo: Deep heterogeneous ensemble with Stochastic Combinatory loss for gaze estimation. 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Nov 2020, Buenos Aires, France. pp.146-152, ⟨10.1109/FG47880.2020.00039⟩. ⟨hal-03181865⟩
  • Zakia Hammal, Di Huang, Kevin Bailly, Liming Chen, Mohamed Daoudi. Face and Gesture Analysis for Health Informatics (FGAHI). ACM International Conference on Multimodal Interaction (ICMI 2020), Virtual Event Netherlands, France. ACM, pp.874-875, 2020, ⟨10.1145/3382507.3419747⟩. ⟨hal-03186285⟩
  • Étienne de Montalivet, Kevin Bailly, Amélie Touillet, Noël Martinet, Jean Paysant, et al.. 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, IEEE Institute of Electrical and Electronics Engineers, In press, pp.1-11. ⟨10.1109/TNSRE.2020.3003077⟩. ⟨hal-02884543⟩
  • Thomas Janssoone, Kevin Bailly, Gael Richard, Chloé Clavel. 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), 2020, Marseille, France. pp.11 - 16. ⟨hal-02873020⟩
  • Charline Grossard, Arnaud Dapogny, David Cohen, Sacha Bernheim, Estelle Juillet, et al.. Children with autism spectrum disorder produce more ambiguous and less socially meaningful facial expressions: an experimental study using random forest classifiers. Molecular Autism, BioMed Central, 2020, 11, pp.5. ⟨10.1186/s13229-020-0312-2⟩. ⟨hal-02484406⟩
  • Arnaud Dapogny, Bailly Kevin, Matthieu Cord. DeCaFA: Deep Convolutional Cascade for Face Alignment In The Wild. The IEEE International Conference on Computer Vision (ICCV), Oct 2019, Seoul, South Korea. ⟨hal-02450430⟩
  • Kevin Bailly. Apprentissage automatique pour l'analyse des expressions faciales. Intelligence artificielle [cs.AI]. Sorbonne Université, 2019. ⟨tel-02489704⟩
  • Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson. Dynamic pose-robust facial expression recognition by multi-view pairwise conditional random forests. IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers, 2019, 10 (2), ⟨10.1109/TAFFC.2017.2708106⟩. ⟨hal-03181853⟩
  • Estephe Arnaud, Arnaud Dapogny, Kevin Bailly. Tree-gated deep regressor ensemble for face alignment in the wild. 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), May 2019, Lille, France. pp.1-7, ⟨10.1109/FG.2019.8756538⟩. ⟨hal-03181843⟩
  • Estephe Arnaud, Arnaud Dapogny, Kevin Bailly. Tree-gated Deep Mixture-of-Experts For Pose-robust Face Alignment. IEEE Transactions on Biometrics, Behavior, and Identity Science, IEEE, 2019, pp.1-1. ⟨10.1109/TBIOM.2019.2950032⟩. ⟨hal-02450422⟩
  • Arnaud Dapogny, Charline Grossard, Stephanie Hun, Sylvie Serret, Jérémy Bourgeois, et al.. 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), May 2018, Xi'an, France. pp.723-730, ⟨10.1109/FG.2018.00114⟩. ⟨hal-02076870⟩
  • Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson. Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit detection. International Journal of Computer Vision, Springer Verlag, 2018, 126, pp.255-271. ⟨10.1007/s11263-017-1010-1⟩. ⟨hal-01509850⟩
  • Charline Grossard, Laurence Chaby, Stephanie Hun, Hugues Pellerin, Jérémy Bourgeois, et al.. Children Facial Expression Production: Influence of Age, Gender, Emotion Subtype, Elicitation Condition and Culture. Frontiers in Psychology, Frontiers Media, 2018, 9, ⟨10.3389/fpsyg.2018.00446⟩. ⟨hal-02422897⟩
  • Lisa Ouss, Marie-Thérèse Le Normand, Kevin Bailly, Marluce Leitgel Gille, Christelle Gosme, et al.. 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, Frontiers Media, 2018, 9 (83 ), ⟨10.3389/fpsyg.2018.00083⟩. ⟨inserm-01807609⟩
  • Arnaud Dapogny, Kevin Bailly. Face alignment with cascaded semi-parametric deep greedy neural forests. Pattern Recognition Letters, Elsevier, 2018, 102, pp.75-81. ⟨10.1016/j.patrec.2017.12.010⟩. ⟨hal-03181852⟩
  • Alex Vasquez, Arnaud Dapogny, Kevin Bailly, Véronique Perdereau. Sequential recognition of in-hand object shape using a collection of neural forests. IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017, Vancouver, Canada. ⟨hal-03181845⟩
  • Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson. Multi-output random forests for facial action unit detection. International Conference on Automatic Face and Gesture Recognition (FG 2017), 2017, Washington, United States. pp.1-8. ⟨hal-03181844⟩
  • Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gael Richard. 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, Lavoisier, 2017, ⟨10.3166/RIA.31.511-537⟩. ⟨hal-02704911⟩
  • Charline Grossard, Ouriel Grynszpan, Sylvie Serret, Anne-Lise Jouen, Kevin Bailly, et al.. Serious games to teach social interactions and emotions to individuals with autism spectrum disorders (ASD). Computers and Education, Elsevier, 2017, 113, pp.195-211. ⟨10.1016/j.compedu.2017.05.002⟩. ⟨hal-01525828⟩
  • Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson, Marcin Detyniecki, et al.. On leveraging crowdsourced data for automatic perceived stress detection. ICMI 2016 - 18th ACM International Conference on Multimodal Interaction, Nov 2016, Tokyo, Japan. pp.113-120, ⟨10.1145/2993148.2993200⟩. ⟨hal-02422960⟩
  • Jérémie Nicolle, Kevin Bailly, Mohamed Chetouani. Real-Time Facial Action Unit Intensity Prediction with Regularized Metric Learning. Image and Vision Computing, Elsevier, 2016, 52, pp.1-14. ⟨10.1016/j.imavis.2016.03.004⟩. ⟨hal-01318177⟩
  • Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gael Richard. 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), 2016, Los Angeles, United States. pp.1-14, ⟨10.1007/978-3-319-47665-0_16⟩. ⟨hal-03181846⟩
  • Jérémie Nicolle, Kevin Bailly, Mohamed Chetouani. 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), May 2015, Ljubljana, France. pp.1-6, ⟨10.1109/FG.2015.7284868⟩. ⟨hal-02423008⟩
  • Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson. Pairwise conditional random forests for facial expression recognition. International Conference on Computer Vision (ICCV 2015), 2015, Santiago, Chile. pp.1-8. ⟨hal-03181848⟩
  • Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson. Dynamic facial expression recognition by joint static and multi-time gap transition classification. International Conference on Automatic Face and Gesture Recognition, 2015, Ljubljana, Slovenia. ⟨10.1109/FG.2015.7163111⟩. ⟨hal-03181847⟩
  • Jérémie Nicolle, Vincent Rapp, Kevin Bailly, Lionel Prevost, Mohamed Chetouani. Audio-visual emotion recognition: A dynamic, multimodal approach. IHM'14, 26e conférence francophone sur l'Interaction Homme-Machine, Oct 2014, Lille, France. pp.44-51, 2014. ⟨hal-01089628⟩
  • Thibaud Sénéchal, Kevin Bailly, Lionel Prevost. Impact of action unit detection in automatic emotion recognition. Pattern Analysis and Applications, Springer Verlag, 2014, 17 (1), pp.51-67. ⟨hal-01279720⟩
  • Lucas Zamuner, Kevin Bailly, Erwan Bigorgne. A Pose-adaptive constrained local model for accurate head pose tracking. International Conference on Pattern Recognition (ICPR 2014), 2014, Stockholm, Sweden. pp.1-6, ⟨10.1109/ICPR.2014.436⟩. ⟨hal-03181849⟩
  • Jérémie Nicolle, Kevin Bailly, Vincent Rapp, Mohamed Chetouani. Locating facial landmarks with binary map cross-correlations. 2013 20th IEEE International Conference on Image Processing (ICIP), Sep 2013, Melbourne, Australia. pp.2978-2982, ⟨10.1109/ICIP.2013.6738613⟩. ⟨hal-02423139⟩
  • Rapp Vincent, Kevin Bailly, Thibaud Sénéchal, Lionel Prevost. Multi-kernel appearance model. Image and Vision Computing, Elsevier, 2013, 31 (8), pp.542-554. ⟨hal-01279721⟩
  • Jérémie Nicolle, Vincent Rapp, Kevin Bailly, Lionel Prevost, Mohamed Chetouani. Robust continuous prediction of human emotions using multiscale dynamic cues. Proceedings of the 14th ACM international conference on Multimodal interaction (ICMI'12), Oct 2012, Santa Monica, United States. pp.501, ⟨10.1145/2388676.2388783⟩. ⟨hal-02423171⟩
  • Thibaud Sénéchal, Vincent Rapp, Hanan Salam, Renaud Seguier, Kevin Bailly, et al.. Facial Action Recognition Combining Heterogeneous Features via Multi-Kernel Learning. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Institute of Electrical and Electronics Engineers, 2012, 42 (4), pp.993-1005. ⟨10.1109/TSMCB.2012.2193567⟩. ⟨hal-00731864⟩
  • Vincent Rapp, Thibaud Sénéchal, Lionel Prevost, Kevin Bailly, Hanan Salam, et al.. Combinaison de Descripteurs Hétérogènes pour la Reconnaissance de Micro-Mouvements Faciaux. RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3. ⟨hal-00656559⟩
  • Vincent Rapp, Thibaud Sénéchal, Bailly Kevin, Lionel Prevost. Machine à Vecteurs Supports Multi-Noyau pour la détection de points caractéristiques du visage. RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3. ⟨hal-00656522⟩
  • Kevin Bailly, Maurice Milgram, Philippe Phothisane, Erwan Bigorgne. Learning global cost function for face alignment. International Conference on Pattern Recognition (ICPR 2012), 2012, Tsukuba, Japan. pp.1-4. ⟨hal-03181836⟩
  • Thibaud Sénéchal, Vincent Rapp, Hanan Salam, Renaud Seguier, Kevin Bailly, et al.. Combining LGBP Histograms with AAM coefficients in the Multi-Kernel SVM framework to detect Facial Action Units. FG 2011, Mar 2011, Santa Barbara, United States. pp.860 - 865, ⟨10.1109/FG.2011.5771363⟩. ⟨hal-00657734⟩
  • Vincent Rapp, Thibaud Sénéchal, Kevin Bailly, Lionel Prevost. Multiple kernel learning SVM and statistical validation for facial landmark detection. International Conference on Automatic Face & Gesture Recognition (FG), 2011, Santa Barbara, United States. pp.265-271, ⟨10.1109/FG.2011.5771409⟩. ⟨hal-03181841⟩
  • Kévin Bailly. Méthodes d'apprentissage pour l'estimation de la pose de la tête dans des images monoculaires. Interface homme-machine [cs.HC]. Université Pierre et Marie Curie - Paris VI, 2010. Français. ⟨tel-00560836⟩
  • Thibaud Sénéchal, Kevin Bailly, Lionel Prevost. Automatic facial action detection using histogram variation between emotional states. Proc. of Int'l Conference on Pattern Recognition (ICPR10), 2010, Istanbul, Turkey. pp.3752-3755. ⟨hal-03181842⟩
  • Kevin Bailly, Maurice Milgram. Boosting feature selection for Neural Network based regression. Neural Networks, Elsevier, 2009, 22 (5-6), pp.748-756. ⟨10.1016/j.neunet.2009.06.039⟩. ⟨hal-00731068⟩
  • Kevin Bailly, Maurice Milgram, Philippe Phothisane. Head pose estimation by a stepwise nonlinear regression. International Conference on Computer Analysis of Images and Patterns (CAIP 09), 2009, Münster, Germany. pp.25-32. ⟨hal-03181838⟩
  • Kevin Bailly, Maurice Milgram. Bisar: boosted input selection algorithm for regression. International Joint Conference on Neural Networks (IJCNN 09), 2009, Atlanta, USA, Unknown Region. pp.249-255. ⟨hal-03181837⟩