Recognition of handwritten words using stochastic models. - Christian Olivier; Thierry Paquet; Manuel Avila; Yves Lecourtier (ICDAR, 1995)

Markov Model Order Optimization for Text Recognition. - Christian Olivier; Frédéric Jouzel; Manuel Avila (ICDAR, 1997)

Optimal Order of Markov Models Applied to Bankchecks. - Christian Olivier; Thierry Paquet; Manuel Avila; Yves Lecourtier (Int. J. Pattern Recognit. Artif. Intell., 1997)

Estimation of Movement. - Bruno Emile; Stephane Bégot; Manuel Avila; Jean-Christophe Bardet; C. Etienne; P. O. Lombarteix (VIIP, 2001)

Road Markings Detection and Tracking Using Hough Transform and Kalman Filter. - Vincent Voisin; Manuel Avila; Bruno Emile; Stephane Bégot; Jean-Christophe Bardet (ACIVS, 2005)

Automatic detection and classification of defect on road pavement using anisotropy measure. - Tien Sy Nguyen; Manuel Avila; Stephane Bégot (EUSIPCO, 2009)

Towards a Maintenance and Servicing Indicator. - Pascal Vrignat; Manuel Avila; Florent Duculty; Frédéric Kratz (APMS, 2009)

Free-form anisotropy: A new method for crack detection on pavement surface images. - Tien Sy Nguyen; Stephane Bégot; Florent Duculty; Manuel Avila (ICIP, 2011)

Detection and recognition of traffic signs using Gabor filters. - Felix Mariut; Cristian Fosalau; Manuel Avila; Daniel Petrisor (TSP, 2011)

Algorithm for face and eye detection using colour segmentation and invariant features. - Daniel Petrisor; Cristian Fosalau; Manuel Avila; Felix Mariut (TSP, 2011)

Evaluation of Minimal Data Size by Using Entropy, in a HMM Maintenance Manufacturing Use. - Bernard Roblès; Manuel Avila; Florent Duculty; Pascal Vrignat; Stephane Bégot; Frédéric Kratz (MIM, 2013)

2D image based road pavement crack detection by calculating minimal paths and dynamic programming. - Manuel Avila; Stephane Bégot; Florent Duculty; Tien Sy Nguyen (ICIP, 2014)

Failure Event Prediction Using Hidden Markov Model Approaches. - Pascal Vrignat; Manuel Avila; Florent Duculty; Frédéric Kratz (IEEE Trans. Reliab., 2015)

An approach for assessment of level of degradation and RUL estimation for a dynamic systeme. - Toufik Aggab; Frédéric Kratz; Pascal Vrignat; Manuel Avila (IECON, 2017)

Unifying Model-Based Prognosis With Learning-Based Time-Series Prediction Methods: Application to Li-Ion Battery. - Toufik Aggab; Manuel Avila; Pascal Vrignat; Frédéric Kratz (IEEE Syst. J., 2021)

Sustainable manufacturing, maintenance policies, prognostics and health management: A literature review. - Pascal Vrignat; Frédéric Kratz; Manuel Avila (Reliab. Eng. Syst. Saf., 2022)