Synchronous Boltzmann Machines and Gibbs Fields: Learning Algorithms. - Robert Azencott (NATO Neurocomputing, 1989)

A Study of Image Compression with Backpropagation. - Mathilde Mougeot; Robert Azencott; Bernard Angéniol (NATO Neurocomputing, 1989)

Image compression with back propagation: Improvement of the visual restoration using different cost functions. - Mathilde Mougeot; Robert Azencott; Bernard Angéniol (Neural Networks, 1991)

Association of adaptative smoothing and Markovian models for detection of valley bottoms on strongly noisy images [nondestructive testing]. - Robert Azencott; Bernard Chalmond; François Coldefy (ICPR (3), 1992)

Non-supervised segmentation using multi-level Markov random fields. - Robert Azencott; C. Graffigne (ICPR (3), 1992)

Automated detection of cowhide defects using Markov random field techniques. - Robert Azencott; J. Yao (ICPR (1), 1994)

Markov fusion of a pair of noisy images to detect intensity valleys. - Robert Azencott; Bernard Chalmond; François Coldefy (Int. J. Comput. Vis., 1995)

Robust recognition of buildings in compressed large aerial scenes. - Robert Azencott; François Durbin; Jose Paumard (ICIP (2), 1996)

A distance for elastic matching in object recognition. - Robert Azencott; François Coldefy; Laurent Younes (ICPR, 1996)

Multiscale identification of buildings in compressed large aerial scenes. - Robert Azencott; François Durbin; Jose Paumard (ICPR, 1996)

Transfer Function Estimation, Film Fusion and Image Restoration. - Robert Azencott; Bernard Chalmond; Jia-Ping Wang (CVGIP Graph. Model. Image Process., 1996)

An Energy Minimization Method for Matching and Comparing Structured Object Representations. - Robert Azencott; Laurent Younes (EMMCVPR, 1997)

Tomographic Reconstruction of Axisymmetrical Objects From One View by Model Approximation. - Jean-Michel Lagrange; I. Dauty; Robert Azencott (ICIP (1), 1997)

Texture Classification Using Windowed Fourier Filters. - Robert Azencott; Jia-Ping Wang; Laurent Younes (IEEE Trans. Pattern Anal. Mach. Intell., 1997)

Distribution-Dependent Vapnik-Chervonenkis Bounds. - Nicolas Vayatis; Robert Azencott (EuroCOLT, 1999)

A controllability approach to shape identification. - Robert Azencott; Roland Glowinski; Angel Manuel Ramos (Appl. Math. Lett., 2008)

SEM Image Analysis for Quality Control of Nanoparticles. - Simon K. Alexander; Robert Azencott; Bernhard G. Bodmann; Ali Bouamrani; Ciro Chiappini; Mauro Ferrari 003; X. Liu; Ennio Tasciotti (CAIP, 2009)

Space/Time Modulation of Speckle Noise and Multiscale Speckle Tracking in Intracardiac Echocardiography. - Robert Azencott; Yipeng Li; Dirar Khoury (IPCV, 2009)

Diffeomorphic Matching and Dynamic Deformable Surfaces in 3d Medical Imaging. - Robert Azencott; Roland Glowinski; Jiwen He; Aarti Jajoo; Yipeng Li; Andrey Martynenko; Ronald H. W. Hoppe; Sagit Benzekry; Stuart H. Little (Comput. Methods Appl. Math., 2010)

Searchlight CT: a new reconstruction method for collimated X-ray tomography. - Robert Azencott; Anando Sen; Bernhard G. Bodmann; King C. Li; Demetrio Labate; Xiaobo Zhou 001 (VALUETOOLS, 2011)

Semi-automatic Discrimination of Normal Tissue and Liver Cancer Lesions in Contrast Enhanced X-Ray CT-Scans. - Sanat Upadhyay; Manos Papadakis; Saurabh Jain; Gregory Gladish; Ioannis A. Kakadiaris; Robert Azencott (Abdominal Imaging, 2012)

Rigid-Motion-Invariant Classification of 3-D Textures. - Saurabh Jain; Manos Papadakis; Sanat Upadhyay; Robert Azencott (IEEE Trans. Image Process., 2012)

Realtime market microstructure analysis: online Transaction Cost Analysis - Robert Azencott; Arjun Beri; Yutheeka Gadhyan; Nicolas Joseph; Charles-Albert Lehalle; Matthew Rowley (CoRR, 2013)

Modeling miRNA-mRNA interactions: fitting chemical kinetics equations to microarray data. - Zijun Luo; Robert Azencott; Yi Zhao (BMC Syst. Biol., 2014)

Biomarker Signature Discovery from Mass Spectrometry Data. - Ao Kong; Chinmaya Gupta; Mauro Ferrari 003; Marco Agostini; Chiara Bedin; Ali Bouamrani; Ennio Tasciotti; Robert Azencott (IEEE ACM Trans. Comput. Biol. Bioinform., 2014)

Mutual Information Better Quantifies Brain Network Architecture in Children with Epilepsy. - Wei Zhang 107; Viktoria Muravina; Robert Azencott; Zili D. Chu; Michael J. Paldino (Comput. Math. Methods Medicine, 2018)

Localization of epileptic seizure focus by computerized analysis of fMRI recordings. - Rasoul Hekmati; Robert Azencott; Wei Zhang 107; Zili D. Chu; Michael J. Paldino (Brain Informatics, 2020)

Stochastic Neural Networks for Automatic Cell Tracking in Microscopy Image Sequences of Bacterial Colonies. - Sorena Sarmadi; James J. Winkle; Razan N. Alnahhas; Matthew R. Bennett; Kresimir Josic; Andreas Mang; Robert Azencott (CoRR, 2021)

Diffeomorphic Shape Matching by Operator Splitting in 3D Cardiology Imaging. - Peng Zhang; Andreas Mang; Jiwen He; Robert Azencott; K. Carlos El-Tallawi; William A. Zoghbi (J. Optim. Theory Appl., 2021)

Automatic classification of deformable shapes. - Hossein Dabirian; Radmir Sultamuratov; James Herring; K. Carlos El-Tallawi; William A. Zoghbi; Andreas Mang; Robert Azencott (CoRR, 2022)

An operator-splitting approach for variational optimal control formulations for diffeomorphic shape matching. - Andreas Mang; Jiwen He; Robert Azencott (J. Comput. Phys., 2023)

Classification of Deformable Smooth Shapes Through Geodesic Flows of Diffeomorphisms. - Hossein Dabirian; Radmir Sultamuratov; James Herring; K. Carlos El-Tallawi; William A. Zoghbi; Andreas Mang; Robert Azencott (J. Math. Imaging Vis., 2024)