Static and Dynamic Classifier Fusion for Character Recognition. - Lionel Prevost; Maurice Milgram (ICDAR, 1997)

Automatic allograph selection and multiple expert classification for totally unconstrained handwritten character recognition. - Lionel Prevost; Maurice Milgram (ICPR, 1998)

Non-supervised Determination of Allograph Sub-classes for On-line Omni-scriptor Handwriting Recognition. - Lionel Prevost; Maurice Milgram (ICDAR, 1999)

Modelizing character allographs in omni-scriptor frame: a new non-supervised clustering algorithm. - Lionel Prevost; Maurice Milgram (Pattern Recognit. Lett., 2000)

Dynamic Recognition in the Omni-Writer Frame: Application to Hand-Printed Text Recognition. - Loïc Oudot; Lionel Prevost; Maurice Milgram (ICDAR, 2001)

Combining model-based and discriminative classifiers : application to handwritten character recognition. - Lionel Prevost; Christian Michel-Sendis; Alvaro Moises; Loïc Oudot; Maurice Milgram (ICDAR, 2003)

Self-supervised adaptation for on-line text recognition. - Loïc Oudot; Lionel Prevost; Alvaro Moises (IWFHR, 2004)

An activation-verification model for on-line texts recognition. - Loïc Oudot; Lionel Prevost; Maurice Milgram (IWFHR, 2004)

Self-Supervised Writer Adaptation using Perceptive Concepts: Application to On-Line Text Recognition. - Loïc Oudot; Lionel Prevost; Alvaro Moises; Maurice Milgram (ICPR (2), 2004)

Techniques de coopération pour la reconnaissance d'écriture en contexte. - Loïc Oudot; Lionel Prevost (Rev. d'Intelligence Artif., 2004)

Classifier Combination for Face Localization in Color Images. - Rachid Belaroussi; Lionel Prevost; Maurice Milgram (ICIAP, 2005)

Multi-stage Combination of Geometric and Colorimetric Detectors for Eyes Localization. - Maurice Milgram; Rachid Belaroussi; Lionel Prevost (ICIAP, 2005)

Combining model-based classifiers for face localization. - Rachid Belaroussi; Lionel Prevost; Maurice Milgram (MVA, 2005)

Hybrid generative/discriminative classifier for unconstrained character recognition. - Lionel Prevost; Loïc Oudot; Alvaro Moises; Christian Michel-Sendis; Maurice Milgram (Pattern Recognit. Lett., 2005)

Multiple Neural Networks for Facial Feature Localization in Orientation-Free Face Images. - Lionel Prevost; Rachid Belaroussi; Maurice Milgram (ANNPR, 2006)

Comparison of Different Combination Strategies for Face Localization. - Rachid Belaroussi; Lionel Prevost; Maurice Milgram (IPCV, 2006)

Fusion Algorithms for Face Localization. - Rachid Belaroussi; Lionel Prevost; Maurice Milgram (J. Adv. Inf. Fusion, 2006)

Texture based Text Detection in Natural Scene Images - A Help to Blind and Visually Impaired Persons. - Shehzad Muhammad Hanif; Lionel Prevost (CVHI, 2007)

Benchmarking haar and histograms of oriented gradients features applied to vehicle detection. - Pablo Negri; Xavier Clady; Lionel Prevost (ICINCO-RA (1), 2007)

A cascade detector for text detection in natural scene images. - Shehzad Muhammad Hanif; Lionel Prevost; Pablo Negri (ICPR, 2008)

A Cascade of Boosted Generative and Discriminative Classifiers for Vehicle Detection. - Pablo Negri; Xavier Clady; Shehzad Muhammad Hanif; Lionel Prevost (EURASIP J. Adv. Signal Process., 2008)

Real-time facial feature localization by combining space displacement neural networks. - Shehzad Muhammad Hanif; Lionel Prevost; Rachid Belaroussi; Maurice Milgram (Pattern Recognit. Lett., 2008)

On the detection of textual information in metro stations. - Shehzad Muhammad Hanif; Lionel Prevost (FIT, 2009)

Text Detection and Localization in Complex Scene Images using Constrained AdaBoost Algorithm. - Shehzad Muhammad Hanif; Lionel Prevost (ICDAR, 2009)

Self-Supervised Adaptation for on-Line Script Text Recognition. - Lionel Prevost; Loïc Oudot (Progress in Computer Vision and Image Analysis, 2009)

Neural Network Cascade for Facial Feature Localization. - Thibaud Senechal; Lionel Prevost; Shehzad Muhammad Hanif (ANNPR, 2010)

Automatic Facial Action Detection Using Histogram Variation Between Emotional States. - Thibaud Senechal; Kevin Bailly; Lionel Prevost (ICPR, 2010)

Facial Feature Tracking for Emotional Dynamic Analysis. - Thibaud Senechal; Vincent Rapp; Lionel Prevost (ACIVS, 2011)

A robust composite metric for head pose tracking using an accurate face model. - Philippe Phothisane; Erwan Bigorgne; Laurent Collot; Lionel Prevost (FG, 2011)

Multiple kernel learning SVM and statistical validation for facial landmark detection. - Vincent Rapp; Thibaud Senechal; Kevin Bailly; Lionel Prevost (FG, 2011)

Combining AAM coefficients with LGBP histograms in the multi-kernel SVM framework to detect facial action units. - Thibaud Senechal; Vincent Rapp; Hanan Salam; Renaud Séguier; Kevin Bailly; Lionel Prevost (FG, 2011)

Robust continuous prediction of human emotions using multiscale dynamic cues. - Jérémie Nicolle; Vincent Rapp; Kevin Bailly; Lionel Prevost; Mohamed Chetouani (ICMI, 2012)

Facial Action Recognition Combining Heterogeneous Features via Multikernel Learning. - Thibaud Senechal; Vincent Rapp; Hanan Salam; Renaud Séguier; Kevin Bailly; Lionel Prevost (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Multi-Kernel Appearance Model. - Vincent Rapp; Kevin Bailly; Thibaud Senechal; Lionel Prevost (Image Vis. Comput., 2013)

Live Stream Oriented Age and Gender Estimation using Boosted LBP Histograms Comparisons. - Lionel Prevost; Philippe Phothisane; Erwan Bigorgne (ICPRAM, 2014)

Real-Time Facial Analysis in Still Images and Videos for Gender and Age Estimation. - Lionel Prevost; Philippe Phothisane; Erwan Bigorgne (ICPRAM (Selected Papers), 2014)

Impact of action unit detection in automatic emotion recognition. - Thibaud Senechal; Kevin Bailly; Lionel Prevost (Pattern Anal. Appl., 2014)

Cascade of Ordinal Classification and Local Regression for Audio-Based Affect Estimation. - Maxime Sazadaly; Pierre Pinchon; Arthur Fagot; Lionel Prevost; Myriam Maumy-Bertrand (ANNPR, 2018)

Fast and Accurate Affect Prediction Using a Hierarchy of Random Forests. - Maxime Sazadaly; Pierre Pinchon; Arthur Fagot; Lionel Prevost; Myriam Maumy-Bertrand (ICANN (1), 2018)

Joint analysis of verbal and nonverbal interactions in collaborative E-learning. - Mélanie Piot; Thybault Alabarbe; Jordan Gonzalez; Chloé Le Bail; Lionel Prevost; Jacqueline Bourdeau; François-Xavier Bernard; Michael J. Baker 001; Françoise Détienne (ACII Workshops, 2019)

Exploiting Physical Contacts for Robustness Improvement of a Dot-painting Mission by a Micro Air Vehicle. - Thomas Chaffre; Kevin Tudal; Sylvain Bertrand; Lionel Prevost (ICINCO (1), 2019)

Dual-Memory Model for Incremental Learning: The Handwriting Recognition Use Case. - Mélanie Piot; Berangere Bourdoulous; Jordan Gonzalez; Aurelia Deshayes; Lionel Prevost (ICPR, 2020)

Personalizing emotion recognition using incremental random forests. - Jordan Gonzalez; Lionel Prevost (EUSIPCO, 2021)

Light Painting with Mobile Robots as Motivating Projects for Robotics and Control Education. - Sylvain Bertrand; Lionel Prevost; Felicia Ionascu; Alexandre Briere; Raphael Koskas; Richard Taquet; Falitiana Andrianantoandro; Meyssan Kanzari (RiE, 2022)

Co-Incrementation: Combining Co-Training and Incremental Learning for Subject-Specific Facial Expression Recognition. - Jordan Gonzalez; Thibault Geoffroy; Aurelia Deshayes; Lionel Prevost (ICPRAM, 2023)

From Learning Management System to Affective Tutoring system: a preliminary study. - Edouard Nadaud; Thibault Geoffroy; Tesnim Khelifi; Antoun Yaacoub; Siba Haidar; Nourhène Ben Rabah; Jean-Pierre Aubin; Lionel Prevost; Bénédicte Le Grand (CoRR, 2023)

Emotion Trajectory and Student Performance in Engineering Education: A Preliminary Study. - Edouard Nadaud; Antoun Yaacoub; Siba Haidar; Bénédicte Le Grand; Lionel Prevost (RCIS (1), 2024)

Analyzing Feedback Mechanisms in AI-Generated MCQs: Insights into Readability, Lexical Properties, and Levels of Challenge. - Antoun Yaacoub; Zainab Assaghir; Lionel Prevost; Jérôme Da Rugna (CoRR, 2025)

Enhancing AI-Driven Education: Integrating Cognitive Frameworks, Linguistic Feedback Analysis, and Ethical Considerations for Improved Content Generation. - Antoun Yaacoub; Sansiri Tarnpradab; Phattara Khumprom; Zainab Assaghir; Lionel Prevost; Jérôme Da Rugna (CoRR, 2025)

Semantic Retention and Extreme Compression in LLMs: Can We Have Both? - Stanislas Laborde; Martin Cousseau; Antoun Yaacoub; Lionel Prevost (CoRR, 2025)