Amar Mitiche

ORCID

Publication Activity (10 Years)

Years Active: 1981-2024
Publications (10 Years): 28

Top Venues

Publications

Khadidja Henni, Lina Abou-Abbas, Imene Jemal, Amar Mitiche, Neila Mezghani
Imbalance-aware Machine Learning for Epileptic Seizure Detection. ISIVC (2024)
Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Amar Mitiche, Neila Mezghani
Patient-independent epileptic seizure detection by stable feature selection. Expert Syst. Appl. 232 (2023)
Thomas C. Henderson, David Sacharny, Amar Mitiche, Xiuyi Fan, Amelia C. Lessen, Ishaan Rajan, Tessa Nishida
Chop-SAT: A New Approach to Solving SAT and Probabilistic SAT for Agent Knowledge Bases. ICAART (3) (2023)
Florent Chiaroni, Jose Dolz, Imtiaz Masud Ziko, Amar Mitiche, Ismail Ben Ayed
Parametric Information Maximization for Generalized Category Discovery. ICCV (2023)
Florent Chiaroni, Malik Boudiaf, Amar Mitiche, Ismail Ben Ayed
Simplex Clustering via sBeta with Applications to Online Adjustment of Black-Box Predictions. CoRR (2022)
Florent Chiaroni, Jose Dolz, Imtiaz Masud Ziko, Amar Mitiche, Ismail Ben Ayed
Mutual Information-based Generalized Category Discovery. CoRR (2022)
Imene Jemal, Neila Mezghani, Lina Abou-Abbas, Amar Mitiche
An Interpretable Deep Learning Classifier for Epileptic Seizure Prediction Using EEG Data. IEEE Access 10 (2022)
Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers. Sensors 21 (14) (2021)
Mohammed Jabi, Marco Pedersoli, Amar Mitiche, Ismail Ben Ayed
Deep Clustering: On the Link Between Discriminative Models and K-Means. IEEE Trans. Pattern Anal. Mach. Intell. 43 (6) (2021)
Lina Abou-Abbas, Imene Jemal, Khadidja Henni, Amar Mitiche, Neila Mezghani
Focal and Generalized Seizures Distinction by Rebalancing Class Data and Random Forest Classification. BIOMESIP (2021)
Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers. CoRR (2021)
Imene Jemal, Amar Mitiche, Lina Abou-Abbas, Khadidja Henni, Neila Mezghani
An Effective Deep Neural Network Architecture for Cross-Subject Epileptic Seizure Detection in EEG Data. CECNet (2021)
Khadidja Henni, Neila Mezghani, Amar Mitiche
Cluster Density Properties Define a Graph for Effective Pattern Feature Selection. IEEE Access 8 (2020)
Tayssir Doghri, Leszek Szczecinski, Jacob Benesty, Amar Mitiche
Bilinear Models for Machine Learning. ICANN (1) (2020)
Thomas C. Henderson, Robert Simmons, Bernard Serbinowski, Michael Cline, David Sacharny, Xiuyi Fan, Amar Mitiche
Probabilistic sentence satisfiability: An approach to PSAT. Artif. Intell. 278 (2020)
Tayssir Doghri, Leszek Szczecinski, Jacob Benesty, Amar Mitiche
Bilinear Models for Machine Learning. CoRR (2019)
Badreddine Ben Nouma, Amar Mitiche, Youssef Ouakrim, Neila Mezghani
Pattern Classification by the Hotelling Statistic and Application to Knee Osteoarthritis Kinematic Signals. Mach. Learn. Knowl. Extr. 1 (3) (2019)
Thomas C. Henderson, Robert Simmons, Bernard Serbinowski, Xiuyi Fan, Amar Mitiche, Michael Cline
Probabilistic Logic for Intelligent Systems. IAS (2018)
Mohammed Jabi, Marco Pedersoli, Amar Mitiche, Ismail Ben Ayed
Deep clustering: On the link between discriminative models and K-means. CoRR (2018)
Badreddine Ben Nouma, Neila Mezghani, Amar Mitiche, Youssef Ouakrim
A variational method to determine the most representative shape of a set of curves and its application to knee kinematic data for pathology classification. MedPRAI (2018)
Mohamed Amine Ben Arous, Mickel Dunbar, Shaima Arfaoui, Amar Mitiche, Youssef Ouakrim, Alexandre Fuentes, Glen Richardson, Neila Mezghani
Knee Kinematics Feature Selection for Surgical and Nonsurgical Arthroplasty Candidate Characterization. BIOSIGNALS (2018)
David Sacharny, Thomas C. Henderson, Robert Simmons, Amar Mitiche, T. Welker, Xiuyi Fan
BRECCIA: A novel multi-source fusion framework for dynamic geospatial data analysis. MFI (2017)
Yosra Mathlouthi, Amar Mitiche, Ismail Ben Ayed
Regularised differentiation for image derivatives. IET Image Process. 11 (5) (2017)
Thomas C. Henderson, Robert Simmons, David Sacharny, Amar Mitiche, Xiuyi Fan
A probabilistic logic for multi-source heterogeneous information fusion. MFI (2017)
Yosra Mathlouthi, Amar Mitiche, Ismail Ben Ayed
Boundary Preserving Variational Image Differentiation. GCPR (2016)
Neila Mezghani, Mickel Dunbar, Youssef Ouakrim, Alexandre Fuentes, Amar Mitiche, S. Whynot, Glen Richardson
Biomechanical signal classification of surgical and non-surgical candidates for knee arthroplasty. ISIVC (2016)
Imen Mechmeche, Amar Mitiche, Youssef Ouakrim, Jacques A. de Guise, Neila Mezghani
Data correction to determine a representative pattern of a set of 3D knee kinematic measurements. EMBC (2016)
Yosra Mathlouthi, Amar Mitiche, Ismail Ben Ayed
Monocular, Boundary-Preserving Joint Recovery of Scene Flow and Depth. Frontiers ICT 3 (2016)
Amar Mitiche, Yosra Mathlouthi, Ismail Ben Ayed
Monocular Concurrent Recovery of Structure and Motion Scene Flow. Frontiers ICT 2 (2015)
Neila Mezghani, Nathaly Gaudreault, Amar Mitiche, Leila Ayoubian, Youssef Ouakrim, Nicola Hagemeister, Jacques A. de Guise
Kinematic gait analysis of workers exposed to knee straining postures by Bayes decision rule. Artif. Intell. Res. 4 (2) (2015)
Yosra Mathlouthi, Amar Mitiche, Ismail Ben Ayed
Direct Estimation of Dense Scene Flow and Depth from a Monocular Sequence. ISVC (1) (2014)
Neila Mezghani, Amar Mitiche, Mohamed Cheriet
Maximum Entropy Gibbs Density Modeling for Pattern Classification. Entropy 14 (12) (2012)
Hicham Sekkati, Robert Laganière, Amar Mitiche, Richard Youmaran
Robust Background Subtraction Using Geodesic Active Contours in ICA Subspace for Video Surveillance Applications. CRV (2012)
Mohamed Ben Salah, Amar Mitiche
Extraction of Region Boundary Patterns with Active Contours. VISAPP (1) (2012)
Mohamed Ben Salah, Ismail Ben Ayed, Amar Mitiche
Active Curve Recovery of Region Boundary Patterns. IEEE Trans. Pattern Anal. Mach. Intell. 34 (5) (2012)
Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise
A Kohonen neural network description of scoliosis fused regions and their corresponding Lenke classification. Int. J. Comput. Assist. Radiol. Surg. 7 (2) (2012)
Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed
Multiregion Image Segmentation by Parametric Kernel Graph Cuts. IEEE Trans. Image Process. 20 (2) (2011)
Abderrahman Hmimia, Amar Mitiche
A Level Set Method for Joint 3-D Motion Estimation and Segmentation in Range Image Sequences. MVA (2011)
Said Mssedi, Mohamed Ben Salah, Riadh Abdelfattah, Amar Mitiche
Extraction of road network using amodified active contour approach. ICIP (2011)
Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed
Image partitioning with kernel mapping and graph cuts. ICIP (2010)
Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed
Effective Level Set Image Segmentation With a Kernel Induced Data Term. IEEE Trans. Image Process. 19 (1) (2010)
Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise
A Computer-Aided Method for Scoliosis Fusion Level Selection by a Topologicaly Ordered Self Organizing Kohonen Network. ICPR (2010)
Ismail Ben Ayed, Amar Mitiche, Mohamed Ben Salah, Shuo Li
Finding image distributions on active curves. CVPR (2010)
Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed
Image segmentation in a kernel-induced space. ICIP (2009)
Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed
A Continuous Labeling for Multiphase Graph Cut Image Partitioning. ISVC (1) (2008)
Mohamed Ben Salah, Ismail Ben Ayed, Amar Mitiche
Multiregion Graph Cut Image Segmentation. VISAPP (1) (2008)
Ismail Ben Ayed, Amar Mitiche
A Region Merging Prior for Variational Level Set Image Segmentation. IEEE Trans. Image Process. 17 (12) (2008)
Ismail Ben Ayed, Amar Mitiche
Merging Active Contours. ISVC (2) (2008)
Neila Mezghani, Amar Mitiche
A Gibbsian Kohonen Network for Online Arabic Character Recognition. ISVC (2) (2008)
Monji Kherallah, Lobna Haddad, Adel M. Alimi, Amar Mitiche
On-line handwritten digit recognition based on trajectory and velocity modeling. Pattern Recognit. Lett. 29 (5) (2008)
Neila Mezghani, Amar Mitiche, Mohamed Cheriet
Bayes Classification of Online Arabic Characters by Gibbs Modeling of Class Conditional Densities. IEEE Trans. Pattern Anal. Mach. Intell. 30 (7) (2008)
Hicham Sekkati, Amar Mitiche
A variational method for the recovery of dense 3D structure from motion. Robotics Auton. Syst. 55 (7) (2007)
Ismail Ben Ayed, Amar Mitiche
Embedding a Region Merging Prior in Level Set Vector-Valued Image Segmentation. ACCV (1) (2007)
Carlos Vázquez, Amar Mitiche, Robert Laganière
Joint Multiregion Segmentation and Parametric Estimation of Image Motion by Basis Function Representation and Level Set Evolution. IEEE Trans. Pattern Anal. Mach. Intell. 28 (5) (2006)
Hicham Sekkati, Amar Mitiche
Joint optical flow estimation, segmentation, and 3D interpretation with level sets. Comput. Vis. Image Underst. 103 (2) (2006)
Ismail Ben Ayed, Amar Mitiche, Ziad Belhadj
Polarimetric Image Segmentation via Maximum-Likelihood Approximation and Efficient Multiphase Level-Sets. IEEE Trans. Pattern Anal. Mach. Intell. 28 (9) (2006)
Abdol-Reza Mansouri, Amar Mitiche, Carlos Vázquez
Multiregion competition: A level set extension of region competition to multiple region image partitioning. Comput. Vis. Image Underst. 101 (3) (2006)
Ismail Ben Ayed, Amar Mitiche
A Partition Constrained Minimization Scheme for Efficient Multiphase Level Set Image Segmentation. ICIP (2006)
Amar Mitiche, Hicham Sekkati
Optical Flow 3D Segmentation and Interpretation: A Variational Method with Active Curve Evolution and Level Sets. IEEE Trans. Pattern Anal. Mach. Intell. 28 (11) (2006)
Ismail Ben Ayed, Amar Mitiche, Ziad Belhadj
Variational Unsupervised Segmentation of Multi-Look Complex Polarimetric Images using a Wishart Observation Model. ICIP (2006)
Robert Laganière, Hassan Hajjdiab, Amar Mitiche
Visual reconstruction of ground plane obstacles in a sparse view robot environment. Graph. Model. 68 (3) (2006)
Ismail Ben Ayed, N. Hennane, Amar Mitiche
Unsupervised Variational Image Segmentation/Classification Using a Weibull Observation Model. IEEE Trans. Image Process. 15 (11) (2006)
Hicham Sekkati, Amar Mitiche
Concurrent 3-D motion segmentation and 3-D interpretation of temporal sequences of monocular images. IEEE Trans. Image Process. 15 (3) (2006)
Ismail Ben Ayed, Amar Mitiche, Ziad Belhadj
Level set curve evolution partitioning of polarimetric images. ICIP (1) (2005)
Ismail Ben Ayed, Amar Mitiche, Ziad Belhadj
Multiregion Level-Set Partitioning of Synthetic Aperture Radar Images. IEEE Trans. Pattern Anal. Mach. Intell. 27 (5) (2005)
Aishy Amer, Eric Dubois, Amar Mitiche
Rule-based real-time detection of context-independent events in video shots. Real Time Imaging 11 (3) (2005)
Neila Mezghani, Amar Mitiche, Mohamed Cheriet
A new representation of shape and its use for high performance in online Arabic character recognition by an associative memory. Int. J. Document Anal. Recognit. 7 (4) (2005)
Carlos Vázquez, Hussein H. Aly, Eric Dubois, Amar Mitiche
Motion compensated super-resolution of video by level sets evolution. ICIP (2004)
Abdol-Reza Mansouri, Amar Mitiche, Carlos Vázquez
Image partioning by level set multiregion competition. ICIP (2004)
Carlos Vázquez, Amar Mitiche, Ismail Ben Ayed
Image segmentation as regularized clustering: a fully global curve evolution method. ICIP (2004)
Neila Mezghani, Amar Mitiche, Mohamed Cheriet
On-line character recognition using histograms of features and an associative memory. ICASSP (5) (2004)
Rosario El-Feghali, Amar Mitiche
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. IEEE Trans. Image Process. 13 (11) (2004)
Ismail Ben Ayed, Carlos Vázquez, Amar Mitiche, Ziad Belhadj
Sar image segmentation with active contours and level sets. ICIP (2004)
Carlos Vázquez, Abdol-Reza Mansouri, Amar Mitiche
Approximation of images by basis functions for multiple region segmentation with level sets. ICIP (2004)
Neila Mezghani, Amar Mitiche, Mohamed Cheriet
A new representation of character shape and its use in on-line character recognition by a self organizing map. ICIP (2004)
Hicham Sekkati, Amar Mitiche
Joint dense 3D interpretation and multiple motion segmentation of temporal image sequences: a variational framework with active curve evolution and level sets. ICIP (2004)
Amar Mitiche, Abdol-Reza Mansouri
On convergence of the Horn and Schunck optical-flow estimation method. IEEE Trans. Image Process. 13 (6) (2004)
Hicham Sekkati, Amar Mitiche
Dense 3D interpretation of image sequences: a variational approach using anisotropic diffusion. ICIAP (2003)
Abdol-Reza Mansouri, Amar Mitiche, Michael Aron
PDE-based region tracking without motion computation by joint space-time segmentation. ICIP (3) (2003)
Amar Mitiche, Rosario El-Feghali, Abdol-Reza Mansouri
Motion tracking as spatio-temporal motion boundary detection. Robotics Auton. Syst. 43 (1) (2003)
Neila Mezghani, Mohamed Cheriet, Amar Mitiche
Combination of Pruned Kohonen Maps for On-line Arabic Characters Recognition. ICDAR (2003)
Abdol-Reza Mansouri, Amar Mitiche, Fabien Dolla
Motion-based figure-ground segmentation by maximum motion separation. ICIP (3) (2003)
Amar Mitiche, Souad Hadjres
MDL estimation of a dense map of relative depth and 3D motion from a temporal sequence of images. Pattern Anal. Appl. 6 (1) (2003)
Rosario El-Feghali, Amar Mitiche
Tracking with simultaneous camera motion subtraction by level set spatio-temporal surface evolution. ICIP (3) (2003)
Abdol-Reza Mansouri, Amar Mitiche
Region tracking via local statistics and level set PDEs. ICIP (3) (2002)
Abdol-Reza Mansouri, Amar Mitiche
Spatial/joint space-time motion segmentation of image sequences by level set pursuit. ICIP (2) (2002)
Neila Mezghani, Amar Mitiche, Mohamed Cheriet
On-line recognition of handwritten Arabic characters using a Kohonen neural network. IWFHR (2002)
Aishy Amer, Eric Dubois, Amar Mitiche
Reliable and fast structure-oriented video noise estimation. ICIP (1) (2002)
Aishy Amer, Eric Dubois, Amar Mitiche
Context-Independent Real-Time Event Recognition: Application to Key-Image Extraction. ICPR (2) (2002)
Abdol-Reza Mansouri, Amar Mitiche, Rosario El-Feghali
Spatio-Temporal Motion Segmentation via Level Set Partial Differential Equations. SSIAI (2002)
Amar Mitiche, Rosario El-Feghali, Abdol-Reza Mansouri
Tracking Moving Objects as Spatio-Temporal Boundary Detection. SSIAI (2002)
Amar Mitiche, M. Lebidoff
Pattern classification by a condensed neural network. Neural Networks 14 (4-5) (2001)
Souad Hadjres, Amar Mitiche
Direct Estimation of 3D Motion Parameters and Relative Depth Using the Minimum Description Length Principle. Three-Dimensional Image Capture and Applications (2000)
Rosario El-Feghali, Amar Mitiche
Fast Computation of a Boundary Preserving Estimate of Optical Flow. BMVC (2000)
Abdol-Reza Mansouri, Amar Mitiche, Janusz Konrad
Selective Image Diffusion: Application to Disparity Estimation. ICIP (3) (1998)
Amar Mitiche, Jean-Michel Létang
Stereokinematic analysis of visual data in active convergent stereoscopy. Robotics Auton. Syst. 25 (1-2) (1998)
Amar Mitiche, Jake K. Aggarwal
Pattern Category Assignment by Neural Networks and Nearest Neighbors Rules: A Synopsis and A Characterization. Int. J. Pattern Recognit. Artif. Intell. 10 (5) (1996)
Amar Mitiche, Patrick Bouthemy
Computation and analysis of image motion: A synopsis of current problems and methods. Int. J. Comput. Vis. 19 (1) (1996)
Dinesh Nair, Amar Mitiche, Jake K. Aggarwal
On comparing the performance of object recognition systems. ICIP (1995)
Quin Cai, Amar Mitiche, Jake K. Aggarwal
Tracking human motion in an indoor environment. ICIP (1995)

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Publication Activity (10 Years)

Top Topics

Top Venues

Amar Mitiche