Automatic 3D Face Recognition Using Topological Techniques. - Chafik Samir; Jean-Philippe Vandeborre; Mohamed Daoudi (ICME, 2005)

3D Face Recognition Using Shapes of Facial Curves. - Chafik Samir; Anuj Srivastava; Mohamed Daoudi (ICASSP (5), 2006)

Three-Dimensional Face Recognition Using Shapes of Facial Curves. - Chafik Samir; Anuj Srivastava; Mohamed Daoudi (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Human identification using facial curves with extensions to joint shape-texture analysis. - Chafik Samir; Mohamed Daoudi; Anuj Srivastava (VISAPP (2), 2007)

Three-dimensional face recognition using elastic deformations of facial surfaces. - Mohamed Daoudi; Lahoucine Ballihi; Chafik Samir; Anuj Srivastava (ICME, 2008)

Elastic Morphing of 2D and 3D Objects on a Shape Manifold. - Chafik Samir; Paul Van Dooren; D. Laurent; Kyle A. Gallivan; Pierre-Antoine Absil (ICIAR, 2009)

Fitting Curves on Riemannian Manifolds Using Energy Minimization. - Chafik Samir; Pierre-Antoine Absil; Anuj Srivastava; Eric Klassen (MVA, 2009)

On Analyzing Symmetry of Objects using Elastic Deformations. - Chafik Samir; Anuj Srivastava; Mohamed Daoudi; Sebastian Kurtek (VISAPP (1), 2009)

An Intrinsic Framework for Analysis of Facial Surfaces. - Chafik Samir; Anuj Srivastava; Mohamed Daoudi; Eric Klassen (Int. J. Comput. Vis., 2009)

Elastic Shape Models for Face Analysis Using Curvilinear Coordinates. - Anuj Srivastava; Chafik Samir; Shantanu H. Joshi; Mohamed Daoudi (J. Math. Imaging Vis., 2009)

Smooth 2D Coordinate Systems on Discrete Surfaces. - Colin Cartade; Rémy Malgouyres; Christian Mercat; Chafik Samir (DGCI, 2011)

A Simple and Flexible Mesh Parameterization Method. - Colin Cartade; Rémy Malgouyres; Christian Mercat; Chafik Samir (IWCIA, 2011)

3D Medical Image Enhancement based on Wavelet Transforms. - Amir Yavariabdi; Chafik Samir; Adrien Bartoli (MIUA, 2011)

Fast Level-Wise Convolution. - Damien Gonzalez; Rémy Malgouyres; Henri-Alex Esbelin; Chafik Samir (IWCIA, 2012)

A Gradient-Descent Method for Curve Fitting on Riemannian Manifolds. - Chafik Samir; Pierre-Antoine Absil; Anuj Srivastava; Eric Klassen (Found. Comput. Math., 2012)

Convergence of Level-Wise Convolution Differential Estimators. - Damien Gonzalez; Rémy Malgouyres; Henri-Alex Esbelin; Chafik Samir (DGCI, 2013)

Mapping endometrial implants by 2D/2D registration of TVUS to MR images from point correspondences. - Amir Yavariabdi; Chafik Samir; Adrien Bartoli; David Da Ines; Nicolas Bourdel (ISBI, 2013)

Contour-Based TVUS-MR Image Registration for Mapping Small Endometrial Implants. - Amir Yavariabdi; Chafik Samir; Adrien Bartoli; David Da Ines; Nicolas Bourdel (Abdominal Imaging, 2013)

Mesh Parameterization with Generalized Discrete Conformal Maps. - Colin Cartade; Christian Mercat; Rémy Malgouyres; Chafik Samir (J. Math. Imaging Vis., 2013)

An augmented representation of activity in video using semantic-context information. - Samir Khoualed; Thierry Chateau; Umberto Castellani; Chafik Samir (ICIP, 2014)

Piecewise-Bézier C1 Interpolation on Riemannian Manifolds with Application to 2D Shape Morphing. - Pierre-Yves Gousenbourger; Chafik Samir; Pierre-Antoine Absil (ICPR, 2014)

Statistical Shape Model for Simulation of Realistic Endometrial Tissue. - Sebastian Kurtek; Chafik Samir; Lemlih Ouchchane (ICPRAM, 2014)

Elastic Shape Analysis of Cylindrical Surfaces for 3D/2D Registration in Endometrial Tissue Characterization. - Chafik Samir; Sebastian Kurtek; Anuj Srivastava; Michel Canis (IEEE Trans. Medical Imaging, 2014)

Fitting Smooth Paths on Riemannian Manifolds: Endometrial Surface Reconstruction and Preoperative MRI-Based Navigation. - Antoine Arnould; Pierre-Yves Gousenbourger; Chafik Samir; Pierre-Antoine Absil; Michel Canis (GSI, 2015)

A new curves-based method for adaptive multimodal registration. - Samir Khoualed; Antoine Sarbinowski; Chafik Samir; Sebastian Kurtek; Constance Hordonneau (IPTA, 2015)

Curves-Driven Smooth Deformation Field for Multimodal TVUS-MR Image Registration. - Amir Yavariabdi; Chafik Samir; Constance Hordonneau (MIUA, 2015)

Mapping and characterizing endometrial implants by registering 2D transvaginal ultrasound to 3D pelvic magnetic resonance images. - Amir Yavariabdi; Adrien Bartoli; Chafik Samir; Maxime Artigues; Michel Canis (Comput. Medical Imaging Graph., 2015)

A Statistical Framework for Elastic Shape Analysis of Spatio-Temporal Evolutions of Planar Closed Curves. - Chafik Samir; Sebastian Kurtek; Justin D. Strait; Shantanu H. Joshi (CVPR Workshops, 2016)

A Regression Model for Registering Multimodal Images. - Thomas Deregnaucourt; Chafik Samir; Anne-Françoise Yao (MIUA, 2016)

An elastic functional data analysis framework for preoperative evaluation of patients with Rheumatoid Arthritis. - Chafik Samir; Sebastian Kurtek; Anuj Srivastava; Noe Borges (WACV, 2016)

Statistical model for simulation of deformable elastic endometrial tissue shapes. - Sebastian Kurtek; Qian Xie 003; Chafik Samir; Michel Canis (Neurocomputing, 2016)

Manifold-Based Inference for a Supervised Gaussian Process Classifier. - Anis Fradi; Chafik Samir; Anne-Françoise Yao (ICASSP, 2018)

Inférence bayésienne pour l'estimation de déformations larges par champs gaussien : application au recalage d'images multi-modales(Bayesian inference for estimation of large deformations by Gaussian random fields: application to multimodal image registration). - Thomas Deregnaucourt; Chafik Samir; Anne-Françoise Yao (CNIA+RJCIA, 2018)

Méthode non paramétrique pour l'analyse et la classification des données fonctionnelles(Non-parametric method for analysis and classification of functional data). - Papa Alioune Meissa Mbaye; Anne-Françoise Yao; Chafik Samir (CNIA+RJCIA, 2018)

Bézier Curves and C^2 C 2 Interpolation in Riemannian Symmetric Spaces. - Chafik Samir; Ines Adouani (GSI, 2019)

Learning a Gaussian Process Model on the Riemannian Manifold of Non-decreasing Distribution Functions. - Chafik Samir; Jean-Michel Loubes; Anne-Françoise Yao; François Bachoc (PRICAI (2), 2019)

C1 interpolating Bézier path on Riemannian manifolds, with applications to 3D shape space. - Chafik Samir; Ines Adouani (Appl. Math. Comput., 2019)

Bayesian Inference on Local Distributions of Functions and Multidimensional Curves with Spherical HMC Sampling. - Anis Fradi; Ines Adouani; Chafik Samir (SPIGL, 2020)

A Constructive Approximation of Interpolating Bézier Curves on Riemannian Symmetric Spaces. - Ines Adouani; Chafik Samir (J. Optim. Theory Appl., 2020)

An Optimization Method for Accurate Nonparametric Regressions on Stiefel Manifolds. - Ines Adouani; Chafik Samir (LOD, 2021)

Coordinate descent optimization for one-to-one correspondence and supervised classification of 3D shapes. - Chafik Samir; Wen Huang (Appl. Math. Comput., 2021)

Bayesian regression and classification using Gaussian process priors indexed by probability density functions. - Anis Fradi; Yan Feunteun; Chafik Samir; M. Baklouti; François Bachoc; Jean-Michel Loubes (Inf. Sci., 2021)

On Studying the Effect of Data Quality on Classification Performances. - Roxane Jouseau; Sébastien Salva; Chafik Samir (IDEAL, 2022)

A scalable Matérn Gaussian process for learning spatial curves distributions. - Tam Tien Tran; Yan Feunteun; Chafik Samir; José Braga (Inf. Sci., 2022)

Nonparametric Bayesian Regression and Classification on Manifolds, With Applications to 3D Cochlear Shapes. - Anis Fradi; Chafik Samir; José Braga; Shantanu H. Joshi; Jean-Michel Loubes (IEEE Trans. Image Process., 2022)

A New Framework for Classifying Probability Density Functions. - Anis Fradi; Chafik Samir (ECML/PKDD (1), 2023)

Learning and Regression on the Grassmannian. - Anis Fradi; Chafik Samir (PRICAI (2), 2023)

A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves. - Anis Fradi; Chafik Samir; José Braga (SoICT, 2023)

A Novel Metric for Measuring Data Quality in Classification Applications (extended version). - Roxane Jouseau; Sébastien Salva; Chafik Samir (CoRR, 2023)

Learning, inference, and prediction on probability density functions with constrained Gaussian processes. - Tien Tam Tran; Anis Fradi; Chafik Samir (Inf. Sci., 2023)

Numerical algorithms for spline interpolation on space of probability density functions. - Ines Adouani; Chafik Samir (Comput. Appl. Math., 2023)

A Novel Metric for Measuring Data Quality in Classification Applications. - Roxane Jouseau; Sébastien Salva; Chafik Samir (ICAART (3), 2024)

A New Metric for Measuring the Intrinsic Quality in Data Collected for Quantitative Classification. - Roxane Jouseau; Sébastien Salva; Chafik Samir (ICAART (Revised Selected Paper, 1), 2024)

A New Framework for Evaluating the Validity and the Performance of Binary Decisions on Manifold-Valued Data. - Anis Fradi; Chafik Samir (ECML/PKDD (1), 2024)

A New Bayesian Approach to Global Optimization on Parametrized Surfaces in $ mathbb {R}^{3}$. - Anis Fradi; Chafik Samir; Ines Adouani (J. Optim. Theory Appl., 2024)

ConvKAN: Towards Robust, High-Performance and Interpretable Image Classification. - Achref Ouni; Chafik Samir; Yousef Bouaziz; Anis Fradi (VISIGRAPP (2): VISAPP, 2025)