Clustering with EM: Complex Models vs. Robust Estimation. - Christophe Saint-Jean; Carl Frélicot; B. Vachon (SSPR/SPR, 2000)

Classification paramétrique robuste partiellement supervisée en reconnaissance des formes. (Parametric and robust semi-supervised clustering). - Christophe Saint-Jean (2001)

A Robust Semi-Supervised EM-Based Clustering Algorithm with a Reject Option. - Christophe Saint-Jean; Carl Frélicot (ICPR (3), 2002)

Alive Fishes Species Characterization from Video Sequences. - Dahbia Semani; Christophe Saint-Jean; Carl Frélicot; Thierry Bouwmans; Pierre Courtellemont (SSPR/SPR, 2002)

A Metric Approach to nD Images Edge Detection with Clifford Algebras. - Thomas Batard; Christophe Saint-Jean; Michel Berthier (J. Math. Imaging Vis., 2009)

Clifford-Fourier Transform for Color Image Processing. - Thomas Batard; Michel Berthier; Christophe Saint-Jean (Geometric Algebra Computing, 2010)

New geometric fourier descriptors for color image recognition. - José Mennesson; Christophe Saint-Jean; Laurent Mascarilla (ICIP, 2010)

An Expectation-Maximization algorithm for the Wishart mixture model: Application to movement clustering. - Sullivan Hidot; Christophe Saint-Jean (Pattern Recognit. Lett., 2010)

Color Object Recognition Based on a Clifford Fourier Transform. - José Mennesson; Christophe Saint-Jean; Laurent Mascarilla (Guide to Geometric Algebra in Practice, 2011)

Un nouvel ensemble de descripteurs de Fourier Clifford pour les images couleur. Les GCFD3. - José Mennesson; Christophe Saint-Jean; Laurent Mascarilla (Traitement du Signal, 2012)

A New Implementation of k-MLE for Mixture Modeling of Wishart Distributions. - Christophe Saint-Jean; Frank Nielsen (GSI, 2013)

Color Fourier-Mellin descriptors for image recognition. - José Mennesson; Christophe Saint-Jean; Laurent Mascarilla (Pattern Recognit. Lett., 2014)

Online k-MLE for Mixture Modeling with Exponential Families. - Christophe Saint-Jean; Frank Nielsen (GSI, 2015)

Multi-Spheres Anomaly Detection with Hyperspherical Layers. - Julien de Saint Angel; Christophe Saint-Jean (ICMLA, 2024)