PhD Students

 

 

current

​

• Thomas Mignot (since oct. 2022) co-supervision with Stefan Duffner (Insa Lyon)  and Michelin company, Semi/Self-Supervised Learning for Surface Defect Detection on Tires

• Martial Guidez (since jan. 2024), co-supervision with Stefan Duffner (Insa Lyon), Dynamic Compression of Neural Networks

 

 

former

 

• Muriel Visani (2005), co-supervision with Jean-Michel Jolion (INSA Lyon) Vers de nouvelles approches discriminantes pour la reconnaissance automatique de visages, now Associate Professor, Université de La Rochelle, France

• Sylvain Le Gallou (2007), co-supervision with Renaud Séguier (SUPELEC Rennes), Robust Detection of Facial features with Adaptive Appearance Models,  now Research Engineer at Sagem, Securities, France

• Grégoire Lefebvre (2007), co-supervision with Jean Marc Salotti (Université Bordeaux 2), Feature Selection, Learning and Object Recognition in natural images,  now Research Engineer, Orange Labs, Meylan, France

• Stefan Duffner (2008), co-supervision with Hans Burkhardt (Freiburg University, Germany), Face Image Analysis with Convolutional Neural Networks, now Associate Professor, Insa Lyon, France

• Zohra Saïdane (2008), co-supervision with Jean-Luc Dugelay (EURECOM Sophia Antipolis), Video Text Recognition using Convolutinal Neural Networks, now Senior Software Engineer NTIC at Bull Information Systems

• Joël Gardes (2009), co-supervision with Hubert Emptoz (Insa Lyon), Numerical Document : The Complexity of Shapes and the Shapes of the Complexity, Research Engineer, Orange Labs, Meylan, France

• Sébastien Onis (2009), co-supervision with Jean-Luc Dugelay (EURECOM Sophia Antipolis), Research Engineer at Vision Objects Nantes, France

• Franck Mamalet (2011), Algorithm-Architecture Adequation for Embedded Facial Image Analysis, now R&D department Head, SpikeNet, Toulouse, France

• Khaoula Elagouni (2013), co-supervision with Pascale Sébillot (Irisa/Insa Rennes), Combining neural-based approaches and linguistic knowledge for text recognition in multimedia documents, now Research Engineer at Vision Objects Nantes, France

• Moez Baccouche (2013), co-supervision with Franck Mamalet (Orange Labs), Atilla Baskurt and Christian Wolf (Insa Lyon),  Neural Learning of spatio-temporal features for automatic video sequence classification, now R&D Engineer Orange Labs Rennes, France

• Yuyao Zhang (2014), co-supervision with Khalid Idrissi (Insa Lyon), Non-linear Active Appearance Models for Facial Analysis.

• Peng Wang (2014), co-supervision with Véronique Eglin (Insa-Lyon), Christine Largeron et Antony McKenna (University of Saint Etienne), Historical handwriting representation model dedicated to word spotting application.

• Samuel Berlemont (2014), co-supervision with Grégoire Lefebvre (Orange Labs) and Stefan Duffner (Insa-Lyon), Instrumented gestures classification using sensor fusion, R&D Engineer Orange Labs Rennes, France

• Sonia Yousfi (2015), co-supervision with Sid-Ahmed Berrani (Orange Labs), Detection and recognition of Arabic embedded texts in videos, now IT Consultant, Paris, France

• Rim Walha, (2015) co-supervision with Franck Lebourgeois (Insa Lyon) and Adel Alimi (ENIS, Tunisia),  Resolution enhancement of texts in document images and videos

• Clément Peyrard (2017), co-supervision with Franck Mamalet and Moez Baccouche (Orange Labs), Super-resolution methods for objects classification and recognition in videos

• Louisa Kessi (2018), co-supervision with Franck Lebourgois (Insa Lyon), Automatic Modeling and Recognition of Heterogeneous Logical Structures from Digitized Business Documents

• Bonan Cuan (2019), co-supervision with Khalid Idrissi (Insa Lyon), Recurrent Deep Learning for scene classification and object tracking

• Yongzhe Yan (2019), Deep Face Analysis for Aesthetic Augmented Reality Applications, co-supervision with Thierry Château of Université de Clermont Auvergne and Stefan Duffner from l'Insa Lyon.

• Paul Compagnon (2021), co-supervision with Stefan Duffner (Insa Lyon) and Grégoire Lefebvre (Orange Labs), Prediction of situational routines in the activity of vulnerable individuals

• Thomas Petit (2022), co-supervision with Stefan Duffner (Insa Lyon) and Pierre Letessier (INA), Large scale face recognition in TV programs (founding by INA)

• Naji Najari (2022), co-supervision with Stefan Duffner (Insa Lyon) and Samuel Berlemont (Orange Labs), Robust unsupervised anomaly detection : Application to network traffic monitoring

•  Thibault Douzon (2023), co-supervision with Stefan Duffner (Insa Lyon) and ESKER company; Language Models for Document Understanding,