Spatial Entropy: A Tool for Controlling Contextual Classification Convergence. - Henri Maître; Isabelle Bloch; Marc Sigelle (ICIP (2), 1994)

A 3D reconstruction of vascular structures from two X-ray angiograms using an adapted simulated annealing algorithm. - Claire Pellot; Alain Herment; Marc Sigelle; Patrick Horain; Henri Maître; Pierre Peronneau (IEEE Trans. Medical Imaging, 1994)

Restoration of SAR Images Using Recovery of Discontinuities and Non-linear Optimization. - Florence Tupin; Marc Sigelle; Ammar Chkeif; Jean-Pierre Véran (EMMCVPR, 1997)

Toward Markov random field modeling of speech. - Guillaume Gravier; Marc Sigelle; Gérard Chollet (ICSLP, 1998)

Image processing for multitemporal SAR images. - Etienne G. Huot; Jean-Paul Rudant; Nicolas Classeau; B. Flasque; P. Guillope; Isabelle L. Herlin; Marc Sigelle; W. Stroobants (SAR, 1998)

Estimating Gaussian Markov random field parameters in a nonstationary framework: application to remote sensing imaging. - Xavier Descombes; Marc Sigelle; Françoise J. Prêteux (IEEE Trans. Image Process., 1999)

A Markov random field based multi-band model. - Guillaume Gravier; Marc Sigelle; Gérard Chollet (ICASSP, 2000)

Definition of a Spatial Entropy and its Use for Texture Discrimination. - Florence Tupin; Marc Sigelle; Henri Maître (ICIP, 2000)

A Markov Random Field Model for Automatic Speech Recognition. - Guillaume Gravier; Marc Sigelle; Gérard Chollet (ICPR, 2000)

Speech modeling with state constrained Markov fields over frequency bands. - Vincent Arsigny; Gérard Chollet; Guillaume Gravier; Marc Sigelle (INTERSPEECH, 2000)

A Cumulant Expansion Technique for Simultaneous Markov Random Field Image Restoration and Hyperparameter Estimation. - Marc Sigelle (Int. J. Comput. Vis., 2000)

A Comparative Study between Decision Fusion and Data Fusion in Markovian Printed Character Recognition. - Khalid Hallouli; Laurence Likforman-Sulem; Marc Sigelle (ICPR (3), 2002)

Kullback-Leibler divergence and Markov random fields for speckled image restoration. - Emmanuel Bratsolis; Marc Sigelle (ISSPA (1), 2003)

Fast SAR image restoration, segmentation, and detection of high-reflectance regions. - Emmanuel Bratsolis; Marc Sigelle (IEEE Trans. Geosci. Remote. Sens., 2003)

Unsupervised classification of radar images using hidden Markov chains and hidden Markov random fields. - Roger Fjørtoft; Yves Delignon; Wojciech Pieczynski; Marc Sigelle; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2003)

Exact Optimization of Discrete Constrained Total Variation Minimization Problems. - Jérôme Darbon; Marc Sigelle (IWCIA, 2004)

Graphical Models for Text-Independent Speaker Verification. - Eduardo Sánchez-Soto; Marc Sigelle; Gérard Chollet (Summer School on Neural Networks, 2004)

Représentation et reconnaissance de caractères manuscrits par Réseaux Bayésiens Dynamiques. - Marc Sigelle; Laurence Likforman-Sulem (EGC (Ateliers), 2005)

A Fast and Exact Algorithm for Total Variation Minimization. - Jérôme Darbon; Marc Sigelle (IbPRIA (1), 2005)

Image Restoration with Discrete Constrained Total Variation Part I: Fast and Exact Optimization. - Jérôme Darbon; Marc Sigelle (J. Math. Imaging Vis., 2006)

Image Restoration with Discrete Constrained Total Variation Part II: Levelable Functions, Convex Priors and Non-Convex Cases. - Jérôme Darbon; Marc Sigelle (J. Math. Imaging Vis., 2006)

The use of levelable regularization functions for MRF restoration of SAR images while preserving reflectivity. - Jérôme Darbon; Marc Sigelle; Florence Tupin (Computational Imaging, 2007)

A New Contour Detection Approach in Mammogram Using Rational Wavelet Filtering and MRF Smoothing. - Limin Yu; Fei Ma 002; Aruna Jayasuriya; Marc Sigelle; Sylvie Perreau (DICTA, 2007)

Recognition of degraded handwritten digits using dynamic Bayesian networks. - Laurence Likforman-Sulem; Marc Sigelle (DRR, 2007)

Recognition of Broken Characters from Historical Printed Books Using Dynamic Bayesian Networks. - Laurence Likforman-Sulem; Marc Sigelle (ICDAR, 2007)

Unsupervised segmentation of SAR images using Triplet Markov fields and fisher noise distributions. - Dalila Benboudjema; Florence Tupin; Wojciech Pieczynski; Marc Sigelle; Jean-Marie Nicolas 002 (IGARSS, 2007)

Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IGARSS (5), 2008)

A Regularization Approach for InSAR and Optical Data Fusion. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IGARSS (2), 2008)

Recognition of degraded characters using dynamic Bayesian networks. - Laurence Likforman-Sulem; Marc Sigelle (Pattern Recognit., 2008)

Combination of dynamic Bayesian network classifiers for the recognition of degraded characters. - Laurence Likforman-Sulem; Marc Sigelle (DRR, 2009)

Sensor Networks Protocol Design Using Random Markov Field Theory. - Sylvie Perreau; Marc Sigelle; Paolo Da Silva; Aruna Jayasuriya (SECON, 2009)

Lattice Green functions and diffusion for modelling traffic routing in ad hoc networks. - Marc Sigelle; Ian H. Jermyn; Sylvie Perreau; Aruna Jayasuriya (WiOpt, 2009)

Joint Regularization of Phase and Amplitude of InSAR Data: Application to 3-D Reconstruction. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IEEE Trans. Geosci. Remote. Sens., 2009)

SAR Image Regularization With Fast Approximate Discrete Minimization. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IEEE Trans. Image Process., 2009)

A fluid approach for performance analysis of LTE-A networks with relays. - Mattia Minelli; Maode Ma; Jean-Marc Kelif; Marceau Coupechoux; Marc Sigelle (PIMRC Workshops, 2013)

Markov Random Fields based probabilistic relaying for multihop networks. - Aruna Jayasuriya; Sylvie Perreau; Marc Sigelle (WCNC, 2013)

Optimal Relay Placement for Capacity and Performance Improvement using a Fluid Model for Heterogeneous Wireless Networks. - Jean-Marc Kelif; Marceau Coupechoux; Marc Sigelle (CoRR, 2013)

Optimal Relay Placement in Cellular Networks. - Mattia Minelli; Maode Ma; Marceau Coupechoux; Jean-Marc Kelif; Marc Sigelle; Philippe Godlewski (IEEE Trans. Wirel. Commun., 2014)

Uplink Energy-Delay Trade-Off under Optimized Relay Placement in Cellular Networks. - Mattia Minelli; Maode Ma; Marceau Coupechoux; Jean-Marc Kelif; Marc Sigelle; Philippe Godlewski (IEEE Trans. Mob. Comput., 2016)

Optimal Trajectories of a UAV Base Station Using Lagrangian Mechanics. - Marceau Coupechoux; Jérôme Darbon; Jean-Marc Kelif; Marc Sigelle (INFOCOM Workshops, 2019)

Optimal Trajectories of a UAV Base Station Using Hamilton-Jacobi Equations. - Marceau Coupechoux; Jérôme Darbon; Jean-Marc Kélif; Marc Sigelle (IEEE Trans. Mob. Comput., 2023)

A Scalable Algorithm for the Optimal Trajectory of a Massive Swarm of UAV Base Stations Using Lagrangian Mechanics. - Marceau Coupechoux; Jérôme Darbon; Jean-Marc Kélif; Marc Sigelle (WiMob, 2024)