Modeling 3-D Structure. - Thomas C. Henderson; Amar Mitiche (DAGM-Symposium, 1981)

MITES (mit-æs): A model-driven, iterative texture segmentation algorithm. - Larry S. Davis; Amar Mitiche (Comput. Graph. Image Process., 1982)

Experiments in combining intensity and range-edge maps. - Baldemar Gil; Amar Mitiche; J. K. Aggarwal (Comput. Graph. Image Process., 1982)

Contour registration by shape-specific points for shape matching. - Amar Mitiche; Jake K. Aggarwal (Comput. Graph. Image Process., 1982)

On combining range and intensity data. - Amar Mitiche; Baldemar Gil; Jake K. Aggarwal (Pattern Recognit. Lett., 1982)

Detection of Edges Using Range Information. - Amar Mitiche; J. K. Aggarwal (IEEE Trans. Pattern Anal. Mach. Intell., 1983)

Review of 'Digital Picture Processing, ' 2nd edn. (Rosenfeld, A., and Kak, A.C.; 1982). - Eric Dubois 002; Amar Mitiche (IEEE Trans. Inf. Theory, 1984)

Tracking modelled objects using binocular images. - Amar Mitiche; Patrick Bouthemy (Comput. Vis. Graph. Image Process., 1985)

Image segmentation by conventional and information-integrating techniques: a synopsis. - Amar Mitiche; Jake K. Aggarwal (Image Vis. Comput., 1985)

Digital picture processing. - Eric Dubois 002; Amar Mitiche (Proc. IEEE, 1985)

Curvature-based representation of objects from range data. - Baba C. Vemuri; Amar Mitiche; Jake K. Aggarwal (Image Vis. Comput., 1986)

On Kineopsis and Computation of Structure and Motion. - Amar Mitiche (IEEE Trans. Pattern Anal. Mach. Intell., 1986)

Computation of Surface Orientation and Structure of Objects Using Grid Coding. - Yuan-Fang Wang; Amar Mitiche; Jake K. Aggarwal (IEEE Trans. Pattern Anal. Mach. Intell., 1987)

Experiments in computing optical flow with the gradient-based, multiconstraint method. - Amar Mitiche; Yuan-Fang Wang; Jake K. Aggarwal (Pattern Recognit., 1987)

Interpretation of optical flow correspondence. - Amar Mitiche (ICPR, 1988)

Counting the line. - Amar Mitiche; Olivier D. Faugeras; J. K. Aggarwal (ICPR, 1988)

Interpreting the straight line using angular relations. - Amar Mitiche; G. Habelrih (ICPR, 1988)

A knowledge-based image interpretation system. - Amar Mitiche; A. Mansouri; C. Meubus (ICPR, 1988)

Three-dimensional space from optical flow correspondence. - Amar Mitiche (Comput. Vis. Graph. Image Process., 1988)

Multisensor Knowledge Systems: Interpreting 3D Structure. - Thomas C. Henderson; Eliot Weitz; Charles D. Hansen; Amar Mitiche (Int. J. Robotics Res., 1988)

On Smoothness of a Vector Field-Application to Optical Flow. - Amar Mitiche; R. Grisell; Jake K. Aggarwal (IEEE Trans. Pattern Anal. Mach. Intell., 1988)

Using Constancy of Distance to Estimate Position and Displacement in Space. - Amar Mitiche; Steven Seida; Jake K. Aggarwal (IEEE Trans. Pattern Anal. Mach. Intell., 1988)

A Knowledge-Based Intelligent System for Real World Interpretation. - Robert Laganière; Amar Mitiche (IAS, 1989)

Counting straight lines. - Amar Mitiche; Olivier D. Faugeras; Jake K. Aggarwal (Comput. Vis. Graph. Image Process., 1989)

A Comment on "On Kineopsis and Computation of Structure and Motion". - Amar Mitiche (IEEE Trans. Pattern Anal. Mach. Intell., 1989)

Interpretation of straight line correspondences using angular relations. - Amar Mitiche; G. Habelrih (Pattern Recognit., 1989)

The Incremental Rigidity Scheme for Structure from Motion: The Line-Based Formulation. - Daniel Dubé; Amar Mitiche (ECCV, 1990)

A 3D Interpretation System Based on Consistent Labeling of a Set of Propositions. Application to the Interpretation of Straight Line Correspondences. - Robert Laganière; Amar Mitiche (ECCV, 1990)

Optical character recognition by a neural network. - Michael Sabourin; Amar Mitiche (Neural Networks, 1992)

Classifier combination for hand-printed digit recognition. - Michael Sabourin; Amar Mitiche; Danny S. Thomas; George Nagy (ICDAR, 1993)

Modeling and classification of shape using a Kohonen associative memory with selective multiresolution. - Michael Sabourin; Amar Mitiche (Neural Networks, 1993)

Segmentation and Estimation of Image Motion by a Robust Method. - Laurence Cloutier; Amar Mitiche; Patrick Bouthemy (ICIP (2), 1994)

Asymptotic optimality of pattern recognition by regression analysis. - Danny S. Thomas; Amar Mitiche (Neural Networks, 1994)

Three-dimensional interpretation of continuous image motion of straight lines. - Amar Mitiche (Robotics Auton. Syst., 1994)

Tracking human motion in an indoor environment. - Quin Cai; Amar Mitiche; Jake K. Aggarwal (ICIP, 1995)

On comparing the performance of object recognition systems. - Dinesh Nair; Amar Mitiche; Jake K. Aggarwal (ICIP, 1995)

Direct Bayesian interpretation of visual motion. - Robert Laganière; Amar Mitiche (Robotics Auton. Syst., 1995)

Computation and analysis of image motion: A synopsis of current problems and methods. - Amar Mitiche; Patrick Bouthemy (Int. J. Comput. Vis., 1996)

Pattern Category Assignment by Neural Networks and Nearest Neighbors Rules: A Synopsis and A Characterization. - Amar Mitiche; Jake K. Aggarwal (Int. J. Pattern Recognit. Artif. Intell., 1996)

Selective Image Diffusion: Application to Disparity Estimation. - Abdol-Reza Mansouri; Amar Mitiche; Janusz Konrad (ICIP (3), 1998)

Stereokinematic analysis of visual data in active convergent stereoscopy. - Amar Mitiche; Jean-Michel Létang (Robotics Auton. Syst., 1998)

Direct Estimation of 3D Motion Parameters and Relative Depth Using the Minimum Description Length Principle. - Souad Hadjres; Amar Mitiche (Three-Dimensional Image Capture and Applications, 2000)

Fast Computation of a Boundary Preserving Estimate of Optical Flow. - Rosario El-Feghali; Amar Mitiche (BMVC, 2000)

Pattern classification by a condensed neural network. - Amar Mitiche; M. Lebidoff (Neural Networks, 2001)

On-line recognition of handwritten Arabic characters using a Kohonen neural network. - Neila Mezghani; Amar Mitiche; Mohamed Cheriet (IWFHR, 2002)

Reliable and fast structure-oriented video noise estimation. - Aishy Amer; Eric Dubois 002; Amar Mitiche (ICIP (1), 2002)

Spatial/joint space-time motion segmentation of image sequences by level set pursuit. - Abdol-Reza Mansouri; Amar Mitiche (ICIP (2), 2002)

Region tracking via local statistics and level set PDEs. - Abdol-Reza Mansouri; Amar Mitiche (ICIP (3), 2002)

Context-Independent Real-Time Event Recognition: Application to Key-Image Extraction. - Aishy Amer; Eric Dubois 002; Amar Mitiche (ICPR (2), 2002)

Spatio-Temporal Motion Segmentation via Level Set Partial Differential Equations. - Abdol-Reza Mansouri; Amar Mitiche; Rosario El-Feghali (SSIAI, 2002)

Tracking Moving Objects as Spatio-Temporal Boundary Detection. - Amar Mitiche; Rosario El-Feghali; Abdol-Reza Mansouri (SSIAI, 2002)

Combination of Pruned Kohonen Maps for On-line Arabic Characters Recognition. - Neila Mezghani; Mohamed Cheriet; Amar Mitiche (ICDAR, 2003)

Dense 3D interpretation of image sequences: a variational approach using anisotropic diffusion. - Hicham Sekkati; Amar Mitiche (ICIAP, 2003)

Tracking with simultaneous camera motion subtraction by level set spatio-temporal surface evolution. - Rosario El-Feghali; Amar Mitiche (ICIP (3), 2003)

PDE-based region tracking without motion computation by joint space-time segmentation. - Abdol-Reza Mansouri; Amar Mitiche; Michael Aron (ICIP (3), 2003)

Motion-based figure-ground segmentation by maximum motion separation. - Abdol-Reza Mansouri; Amar Mitiche; Fabien Dolla (ICIP (3), 2003)

MDL estimation of a dense map of relative depth and 3D motion from a temporal sequence of images. - Amar Mitiche; Souad Hadjres (Pattern Anal. Appl., 2003)

Motion tracking as spatio-temporal motion boundary detection. - Amar Mitiche; Rosario El-Feghali; Abdol-Reza Mansouri (Robotics Auton. Syst., 2003)

On-line character recognition using histograms of features and an associative memory. - Neila Mezghani; Amar Mitiche; Mohamed Cheriet (ICASSP (5), 2004)

Sar image segmentation with active contours and level sets. - Ismail Ben Ayed; Carlos Vázquez 001; Amar Mitiche; Ziad Belhadj (ICIP, 2004)

Image partioning by level set multiregion competition. - Abdol-Reza Mansouri; Amar Mitiche; Carlos Vázquez 001 (ICIP, 2004)

A new representation of character shape and its use in on-line character recognition by a self organizing map. - Neila Mezghani; Amar Mitiche; Mohamed Cheriet (ICIP, 2004)

Joint dense 3D interpretation and multiple motion segmentation of temporal image sequences: a variational framework with active curve evolution and level sets. - Hicham Sekkati; Amar Mitiche (ICIP, 2004)

Motion compensated super-resolution of video by level sets evolution. - Carlos Vázquez 001; Hussein A. Aly 002; Eric Dubois 002; Amar Mitiche (ICIP, 2004)

Image segmentation as regularized clustering: a fully global curve evolution method. - Carlos Vázquez 001; Amar Mitiche; Ismail Ben Ayed (ICIP, 2004)

Approximation of images by basis functions for multiple region segmentation with level sets. - Carlos Vázquez 001; Abdol-Reza Mansouri; Amar Mitiche (ICIP, 2004)

Spatiotemporal motion boundary detection and motion boundary velocity estimation for tracking moving objects with a moving camera: a level sets PDEs approach with concurrent camera motion compensation. - Rosario El-Feghali; Amar Mitiche (IEEE Trans. Image Process., 2004)

On convergence of the Horn and Schunck optical-flow estimation method. - Amar Mitiche; Abdol-Reza Mansouri (IEEE Trans. Image Process., 2004)

Level set curve evolution partitioning of polarimetric images. - Ismail Ben Ayed; Amar Mitiche; Ziad Belhadj (ICIP (1), 2005)

A new representation of shape and its use for high performance in online Arabic character recognition by an associative memory. - Neila Mezghani; Amar Mitiche; Mohamed Cheriet (Int. J. Document Anal. Recognit., 2005)

Multiregion Level-Set Partitioning of Synthetic Aperture Radar Images. - Ismail Ben Ayed; Amar Mitiche; Ziad Belhadj (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Rule-based real-time detection of context-independent events in video shots. - Aishy Amer; Eric Dubois 002; Amar Mitiche (Real Time Imaging, 2005)

A Partition Constrained Minimization Scheme for Efficient Multiphase Level Set Image Segmentation. - Ismail Ben Ayed; Amar Mitiche (ICIP, 2006)

Variational Unsupervised Segmentation of Multi-Look Complex Polarimetric Images using a Wishart Observation Model. - Ismail Ben Ayed; Amar Mitiche; Ziad Belhadj (ICIP, 2006)

Visual reconstruction of ground plane obstacles in a sparse view robot environment. - Robert Laganière; Hassan Hajjdiab; Amar Mitiche (Graph. Model., 2006)

Multiregion competition: A level set extension of region competition to multiple region image partitioning. - Abdol-Reza Mansouri; Amar Mitiche; Carlos Vázquez 001 (Comput. Vis. Image Underst., 2006)

Joint optical flow estimation, segmentation, and 3D interpretation with level sets. - Hicham Sekkati; Amar Mitiche (Comput. Vis. Image Underst., 2006)

Polarimetric Image Segmentation via Maximum-Likelihood Approximation and Efficient Multiphase Level-Sets. - Ismail Ben Ayed; Amar Mitiche; Ziad Belhadj (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Optical Flow 3D Segmentation and Interpretation: A Variational Method with Active Curve Evolution and Level Sets. - Amar Mitiche; Hicham Sekkati (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Joint Multiregion Segmentation and Parametric Estimation of Image Motion by Basis Function Representation and Level Set Evolution. - Carlos Vázquez 001; Amar Mitiche; Robert Laganière (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Unsupervised Variational Image Segmentation/Classification Using a Weibull Observation Model. - Ismail Ben Ayed; N. Hennane; Amar Mitiche (IEEE Trans. Image Process., 2006)

Concurrent 3-D motion segmentation and 3-D interpretation of temporal sequences of monocular images. - Hicham Sekkati; Amar Mitiche (IEEE Trans. Image Process., 2006)

Embedding a Region Merging Prior in Level Set Vector-Valued Image Segmentation. - Ismail Ben Ayed; Amar Mitiche (ACCV (1), 2007)

A variational method for the recovery of dense 3D structure from motion. - Hicham Sekkati; Amar Mitiche (Robotics Auton. Syst., 2007)

Merging Active Contours. - Ismail Ben Ayed; Amar Mitiche (ISVC (2), 2008)

A Gibbsian Kohonen Network for Online Arabic Character Recognition. - Neila Mezghani; Amar Mitiche (ISVC (2), 2008)

A Continuous Labeling for Multiphase Graph Cut Image Partitioning. - Mohamed Ben Salah; Amar Mitiche; Ismail Ben Ayed (ISVC (1), 2008)

Multiregion Graph Cut Image Segmentation. - Mohamed Ben Salah; Ismail Ben Ayed; Amar Mitiche (VISAPP (1), 2008)

Bayes Classification of Online Arabic Characters by Gibbs Modeling of Class Conditional Densities. - Neila Mezghani; Amar Mitiche; Mohamed Cheriet (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

On-line handwritten digit recognition based on trajectory and velocity modeling. - Monji Kherallah; Lobna Haddad; Adel M. Alimi; Amar Mitiche (Pattern Recognit. Lett., 2008)

A Region Merging Prior for Variational Level Set Image Segmentation. - Ismail Ben Ayed; Amar Mitiche (IEEE Trans. Image Process., 2008)

Image segmentation in a kernel-induced space. - Mohamed Ben Salah; Amar Mitiche; Ismail Ben Ayed (ICIP, 2009)

Finding image distributions on active curves. - Ismail Ben Ayed; Amar Mitiche; Mohamed Ben Salah; Shuo Li 001 (CVPR, 2010)

Image partitioning with kernel mapping and graph cuts. - Mohamed Ben Salah; Amar Mitiche; Ismail Ben Ayed (ICIP, 2010)

A Computer-Aided Method for Scoliosis Fusion Level Selection by a Topologicaly Ordered Self Organizing Kohonen Network. - Neila Mezghani; Philippe Phan; Amar Mitiche; Hubert Labelle; Jacques A. de Guise (ICPR, 2010)

Effective Level Set Image Segmentation With a Kernel Induced Data Term. - Mohamed Ben Salah; Amar Mitiche; Ismail Ben Ayed (IEEE Trans. Image Process., 2010)

Extraction of road network using amodified active contour approach. - Said Mssedi; Mohamed Ben Salah; Riadh Abdelfattah; Amar Mitiche (ICIP, 2011)

A Level Set Method for Joint 3-D Motion Estimation and Segmentation in Range Image Sequences. - Abderrahman Hmimia; Amar Mitiche (MVA, 2011)

Multiregion Image Segmentation by Parametric Kernel Graph Cuts. - Mohamed Ben Salah; Amar Mitiche; Ismail Ben Ayed (IEEE Trans. Image Process., 2011)

Robust Background Subtraction Using Geodesic Active Contours in ICA Subspace for Video Surveillance Applications. - Hicham Sekkati; Robert Laganière; Amar Mitiche; Richard Youmaran (CRV, 2012)

Extraction of Region Boundary Patterns with Active Contours. - Mohamed Ben Salah; Amar Mitiche (VISAPP (1), 2012)

A Kohonen neural network description of scoliosis fused regions and their corresponding Lenke classification. - Neila Mezghani; Philippe Phan; Amar Mitiche; Hubert Labelle; Jacques A. de Guise (Int. J. Comput. Assist. Radiol. Surg., 2012)

Maximum Entropy Gibbs Density Modeling for Pattern Classification. - Neila Mezghani; Amar Mitiche; Mohamed Cheriet (Entropy, 2012)

Active Curve Recovery of Region Boundary Patterns. - Mohamed Ben Salah; Ismail Ben Ayed; Amar Mitiche (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Direct Estimation of Dense Scene Flow and Depth from a Monocular Sequence. - Yosra Mathlouthi; Amar Mitiche; Ismail Ben Ayed (ISVC (1), 2014)

Kinematic gait analysis of workers exposed to knee straining postures by Bayes decision rule. - Neila Mezghani; Nathaly Gaudreault; Amar Mitiche; Leila Ayoubian; Youssef Ouakrim; Nicola Hagemeister; Jacques A. de Guise (Artif. Intell. Res., 2015)

Monocular Concurrent Recovery of Structure and Motion Scene Flow. - Amar Mitiche; Yosra Mathlouthi; Ismail Ben Ayed (Frontiers ICT, 2015)

Boundary Preserving Variational Image Differentiation. - Yosra Mathlouthi; Amar Mitiche; Ismail Ben Ayed (GCPR, 2016)

Data correction to determine a representative pattern of a set of 3D knee kinematic measurements. - Imen Mechmeche; Amar Mitiche; Youssef Ouakrim; Jacques A. de Guise; Neila Mezghani (EMBC, 2016)

Biomechanical signal classification of surgical and non-surgical candidates for knee arthroplasty. - Neila Mezghani; Mickel Dunbar; Youssef Ouakrim; Alexandre Fuentes; Amar Mitiche; S. Whynot; Glen Richardson (ISIVC, 2016)

Monocular, Boundary-Preserving Joint Recovery of Scene Flow and Depth. - Yosra Mathlouthi; Amar Mitiche; Ismail Ben Ayed (Frontiers ICT, 2016)

A probabilistic logic for multi-source heterogeneous information fusion. - Thomas C. Henderson; Robert Simmons; David Sacharny; Amar Mitiche; Xiuyi Fan (MFI, 2017)

BRECCIA: A novel multi-source fusion framework for dynamic geospatial data analysis. - David Sacharny; Thomas C. Henderson; Robert Simmons; Amar Mitiche; T. Welker; Xiuyi Fan (MFI, 2017)

Regularised differentiation for image derivatives. - Yosra Mathlouthi; Amar Mitiche; Ismail Ben Ayed (IET Image Process., 2017)

Knee Kinematics Feature Selection for Surgical and Nonsurgical Arthroplasty Candidate Characterization. - Mohamed Amine Ben Arous; Mickel Dunbar; Shaima Arfaoui; Amar Mitiche; Youssef Ouakrim; Alexandre Fuentes; Glen Richardson; Neila Mezghani (BIOSIGNALS, 2018)

Probabilistic Logic for Intelligent Systems. - Thomas C. Henderson; Robert Simmons; Bernard Serbinowski; Xiuyi Fan; Amar Mitiche; Michael Cline (IAS, 2018)

A variational method to determine the most representative shape of a set of curves and its application to knee kinematic data for pathology classification. - Badreddine Ben Nouma; Neila Mezghani; Amar Mitiche; Youssef Ouakrim (MedPRAI, 2018)

Pattern Classification by the Hotelling Statistic and Application to Knee Osteoarthritis Kinematic Signals. - Badreddine Ben Nouma; Amar Mitiche; Youssef Ouakrim; Neila Mezghani (Mach. Learn. Knowl. Extr., 2019)

Bilinear Models for Machine Learning. - Tayssir Doghri; Leszek Szczecinski; Jacob Benesty; Amar Mitiche (ICANN (1), 2020)

Cluster Density Properties Define a Graph for Effective Pattern Feature Selection. - Khadidja Henni; Neila Mezghani; Amar Mitiche (IEEE Access, 2020)

Probabilistic sentence satisfiability: An approach to PSAT. - Thomas C. Henderson; Robert Simmons; Bernard Serbinowski; Michael Cline; David Sacharny; Xiuyi Fan; Amar Mitiche (Artif. Intell., 2020)

Focal and Generalized Seizures Distinction by Rebalancing Class Data and Random Forest Classification. - Lina Abou-Abbas; Imene Jemal; Khadidja Henni; Amar Mitiche; Neila Mezghani (BIOMESIP, 2021)

An Effective Deep Neural Network Architecture for Cross-Subject Epileptic Seizure Detection in EEG Data. - Imene Jemal; Amar Mitiche; Lina Abou-Abbas; Khadidja Henni; Neila Mezghani (CECNet, 2021)

Deep Clustering: On the Link Between Discriminative Models and K-Means. - Mohammed Jabi; Marco Pedersoli; Amar Mitiche; Ismail Ben Ayed (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers. - Mariem Abid; Amal Khabou; Youssef Ouakrim; Hugo Watel; Safouene Chemcki; Amar Mitiche; Amel Benazza-Benyahia; Neila Mezghani (Sensors, 2021)

An Interpretable Deep Learning Classifier for Epileptic Seizure Prediction Using EEG Data. - Imene Jemal; Neila Mezghani; Lina Abou-Abbas; Amar Mitiche (IEEE Access, 2022)

Mutual Information-based Generalized Category Discovery. - Florent Chiaroni; Jose Dolz; Imtiaz Masud Ziko; Amar Mitiche; Ismail Ben Ayed (CoRR, 2022)

Chop-SAT: A New Approach to Solving SAT and Probabilistic SAT for Agent Knowledge Bases. - Thomas C. Henderson; David Sacharny; Amar Mitiche; Xiuyi Fan; Amelia C. Lessen; Ishaan Rajan; Tessa Nishida (ICAART (3), 2023)

Parametric Information Maximization for Generalized Category Discovery. - Florent Chiaroni; Jose Dolz; Imtiaz Masud Ziko; Amar Mitiche; Ismail Ben Ayed (ICCV, 2023)

Patient-independent epileptic seizure detection by stable feature selection. - Lina Abou-Abbas; Khadidja Henni; Imene Jemal; Amar Mitiche; Neila Mezghani (Expert Syst. Appl., 2023)

Imbalance-aware Machine Learning for Epileptic Seizure Detection. - Khadidja Henni; Lina Abou-Abbas; Imene Jemal; Amar Mitiche; Neila Mezghani (ISIVC, 2024)

Domain adaptation for EEG-based, cross-subject epileptic seizure prediction. - Imene Jemal; Lina Abou-Abbas; Khadidja Henni; Amar Mitiche; Neila Mezghani (Frontiers Neuroinformatics, 2024)

Simplex Clustering via sBeta With Applications to Online Adjustment of Black-Box Predictions. - Florent Chiaroni; Malik Boudiaf; Amar Mitiche; Ismail Ben Ayed (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

An Effective Deep Neural Network Architecture for EEG-Based Recognition of Emotions. - Khadidja Henni; Neila Mezghani; Amar Mitiche; Lina Abou-Abbas; Amel Benazza-Benyahia (IEEE Access, 2025)