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 Variational/Level set image segmentation and motion analysis

• I Ben Ayed and A. Mitiche, A Region Merging Prior for Variational Level Set Image Segmentation, IEEE Transactions on Image Processing, Vol. 17, No. 12, pp. 2301-2311, 2008.
• H. Sekkati and A. Mitiche, A Variational Method for the Recovery of Dense 3D Structure from Motion, Journal of Robotics and Autonomous Systems,  Vol 55, pp. 597-607, 2007,
• C. Vazquez, A. Mitiche, and R. Laganiere, Joint Segmentation and Parametric Estimation of Image Motion by Curve Evolution and Level Sets, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 28, No. 5, pp. 782-793, 2006,
• A. Mitiche and H. Sekkati, Optical Flow 3D Segmentation and Interpretation: A Variational Method with Active Curve Evolution and Level Sets, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol 28, No. 11, pp. 1818-1829, 2006,
  
• I. Ben Ayed, N. Hennane, and A. Mitiche, Unsupervised  Variational Image Segmentation/Classification using a Weibull Observation Model, IEEE Transactions on Image Processing, Vol. 15, No. 11, pp. 3431-3439, 2006,
• H. Sekkati and A. Mitiche, Concurrent 3D Motion Segmentation and 3D Interpretation of Temporal Sequences of Monocular Images, IEEE Transactions on Image Processing, Vol. 15, No. 3, pp. 641-653, 2006,
• A. Mansouri, A. Mitiche, and C. Vazquez, Multiregion Competition: A Level Set Extention of Region Competition to Multiple Region Image Partitioning, Computer Vision and Image Understanding, Vol. 101,  No. 3, pp. 137-150,  2006,
• I. Ben Ayed, A. Mitiche, and Z. Belhadj, Polarimetric Image Segmentation via Maximum Likelihood Approximation and Efficient Multiphase Level Sets, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 28, No. 9, pp. 1493-1500, 2006,
• H. Sekkati and A. Mitiche, Joint Optical Flow Estimation, Segmentation, and Interpretation with Level Sets,  Computer Vision and Image Understanding, Vol. 103, No. 2, pp. 89-100, 2006,
• R. Laganiere, H. Hajjdiab, and A. Mitiche, Visual Reconstruction of Ground Plane Obstacles in a Sparse view Robot Environment, Graphical Models, Vol. 68, No. 3, pp. 282-293, 2006,
• I. Ben Ayed and A. Mitiche, A Partition Constrained Minimization Scheme for Efficient Multiphase Level Set Image Segmentation, IEEE International Conference on Image Processing, ICIP-2006, pp. 1641-1644, 2006.
  
• I. Ben Ayed, A. Mitiche, and Z. Belhadj, Multiregion Level Set Partioning on Synthetic Aperture Radar Images, IEEE Transactions on Pattern Analysis and Machine Inteligence, Vol. 27, No. 5, pp. 793-800, 2005,    
  
• A. Mitiche and A. Mansouri, On Convergence of the Horn and Schunck Optical Flow Estimation Method, IEEE Transactions on Image Processing, Vol. 13, No. 6, pp. 848-852, 2004,
• R. Feghali and A. Mitiche, Spatio-Temporal Motion Boundary Detection and Motion Boundary Velocity Estimation for Tracking Moving Objects with a Moving Camera: A Level Set PDEs Approach with Concurrent Camera Motion Compensation, IEEE Transactions on Image Processing, Vol. 13, No. 11, pp. 1473-1490, 2004,
• C. Vazquez, A. Mitiche, I. Ben Ayed, Image Segmentation as Regularized Clustering: A Fully Global Curve Evolution Method, IEEE International Conference on Image Processing, ICIP-04, pp. 3467-3470 , 2004,   
• A. Mitiche, R. Feghali, A. Mansouri, Motion Tracking as Spatio-Temporal Motion Boundary Detection, Journal of Robotics and Autonomous Systems, Vol 43, No. 1, pp. 39-50, 2003,
• A. Mitiche and S. Hadjres, MDL Estimation of a Dense Map of Relative Depth and 3D Motion from a Temporal Sequence of  Images, Pattern Analysis and Applications, Vol. 6, No. 1, pp. 78-87, 2003
• H. Sekkati, A. Mitiche,  Dense 3D Interpretation of  Image Sequences: A Variational Approach using Anisotropic Diffusion, International Conference on Image Analysis and Processing, ICIAP-03, Padova, Italy,  2003,  A. Mansou
• A. Mansouri, A. Mitiche, and M. Aron, PDE based Tracking  Without Motion Computation by Joint Space-Time Segmentation, IEEE International Conference on Image Processing, ICIP-2003, Barcelona, Spain, pp. III:113-116, 2003
• A. Mansouri, A. Mitiche, and F. Dolla, Motion-based Figure-Ground Segmentation by Maximun  Motion Separation, IEEE International Conference on Image Processing, ICIP-2003, Barcelona, Spain, pp. III:925-928, 2003
• R. Feghali and A. Mitiche, Tracking with Simultaneous Camera Motion Subtraction by Level Set Spatio-Temporal Surface Evolution,  IEEEE International Conference on Image Processing, ICIP-2003, Barcelona, Spain, pp. III:929-932, 2003
• A. Mitiche, R. Feghali, and A. Mansouri, Tracking Moving Objects as Spatio-Temporal Motion Boundary Detection, IEEE Southwest Symposium on Image Analysis and Interpretation, Santa Fe, NM, pp. 106-110, 2002
• A. Mansouri, A. Mitiche, and R. Feghali, Spatio-Temporal Motion  Segmentation via Level Set Partial Differential Equations, IEEE Southwest Symposium on Image Analysis and Interpretation, Santa Fe, NM, pp. 243-247, 2002
• A. Mansouri and A. Mitiche, Spatial/Joint Space-Time Motion Segmentation of Image Sequences by Level Set Pursuit, IEEE International Conference on Image Processing, ICIP-2002,  Rochester, N. Y., Vol. II, pp. 265-268, Sept. 2002
• A. Mansouri and A. Mitiche, Region Tracking via Local Statistics and Level Set PDEs, IEEE International Conference on Image Processing, ICIP-2002, Rochester, N. Y., Vol. III, pp. 605-608, Sept. 2002
• R. El-Feghali and A. Mitiche, Fast Computation of a Boundary-Preserving Estimate of Optical Flow,  SME Vision Quarterly, 17, No. 3, 1-4, 2001
  

Book

• A. Mitiche, Computational Analysis of Visual Motion, Plenum Press (Springer), New York, 1994

          Fusion / integration  of stereo and motion

• H. Weiler, A. Mitiche, A. Mansouri, Bounday Preserving Joint Estimation of Optical Flow and Disparity in a Sequence of Stereoscopic Images, IASTED International Conference on Visualization, Imaging, and Image Processing, Malaga, Spain, pp. 102-106, 2003
• A. Mitiche and J. M. Létang, Stereokinematic Analysis of Visual Data in Active, Convergent Stereoscopy, Journal of Robotics and Autonomous Systems, Vol. 705, pp. 43-71, 1998
• A. Mitiche, On Combining Stereopsis and Kineopsis for Space Perception, IEEE First International Conference on Artificial Intelligence Applications, Denver, pp. 156-160, 1984

Character Recognition


• N.  Mezghani, A. Mitiche, M. Cheriet, `Bayes Classification of Online Arabic Characters by Gibbs Modelling of Class Conditional Densities,' IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 30, No. 7, pp. 1121-1131, 2008.
• M. Kherallah, L. Haddad, A. Alimi, and A. Mitiche, Online Handwritten Digit Recognition Based on Trajectory and Velocity Modeling, Pattern Recognition Letters, Vol. 29, No. 5, pp. 580-594, 2008.
• N. Mezghani, A. Mitiche, M. Cheriet, A New Representation of Shape and Its Use for Superior Performance in Online Arabic Character Recognition by an Associative Memory, International Journal of Document Analysis and Retrieval, Vol. 7, No. 4, pp. 201-210, 2005, 
  
• A. Mitiche and M. Lebidoff, Pattern Classification by a Condensed Neural Network,  Neural Networks, 14, pp. 575-580, 2001
  

 

Other Publications (since 2001)

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