Amar Mitiche

According to our database1, Amar Mitiche authored at least 119 papers between 1981 and 2018.

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Bibliography

2018
Deep clustering: On the link between discriminative models and K-means.
CoRR, 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.
Proceedings of the 2nd Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2018

Knee Kinematics Feature Selection for Surgical and Nonsurgical Arthroplasty Candidate Characterization.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017
Regularised differentiation for image derivatives.
IET Image Processing, 2017

BRECCIA: A novel multi-source fusion framework for dynamic geospatial data analysis.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

A probabilistic logic for multi-source heterogeneous information fusion.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

2016
Monocular, Boundary-Preserving Joint Recovery of Scene Flow and Depth.
Front. ICT, 2016

Biomechanical signal classification of surgical and non-surgical candidates for knee arthroplasty.
Proceedings of the International Symposium on Signal, Image, Video and Communications, 2016

Data correction to determine a representative pattern of a set of 3D knee kinematic measurements.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Boundary Preserving Variational Image Differentiation.
Proceedings of the Pattern Recognition - 38th German Conference, 2016

2015
Monocular Concurrent Recovery of Structure and Motion Scene Flow.
Front. ICT, 2015

Kinematic gait analysis of workers exposed to knee straining postures by Bayes decision rule.
Artif. Intell. Research, 2015

2014
Direct Estimation of Dense Scene Flow and Depth from a Monocular Sequence.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

2012
Active Curve Recovery of Region Boundary Patterns.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Maximum Entropy Gibbs Density Modeling for Pattern Classification.
Entropy, 2012

A Kohonen neural network description of scoliosis fused regions and their corresponding Lenke classification.
Int. J. Computer Assisted Radiology and Surgery, 2012

Extraction of Region Boundary Patterns with Active Contours.
Proceedings of the VISAPP 2012, 2012

Robust Background Subtraction Using Geodesic Active Contours in ICA Subspace for Video Surveillance Applications.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

2011
Multiregion Image Segmentation by Parametric Kernel Graph Cuts.
IEEE Trans. Image Processing, 2011

A Level Set Method for Joint 3-D Motion Estimation and Segmentation in Range Image Sequences.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011

Extraction of road network using amodified active contour approach.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Effective Level Set Image Segmentation With a Kernel Induced Data Term.
IEEE Trans. Image Processing, 2010

A Computer-Aided Method for Scoliosis Fusion Level Selection by a Topologicaly Ordered Self Organizing Kohonen Network.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Image partitioning with kernel mapping and graph cuts.
Proceedings of the International Conference on Image Processing, 2010

Finding image distributions on active curves.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Image segmentation in a kernel-induced space.
Proceedings of the International Conference on Image Processing, 2009

2008
A Region Merging Prior for Variational Level Set Image Segmentation.
IEEE Trans. Image Processing, 2008

On-line handwritten digit recognition based on trajectory and velocity modeling.
Pattern Recognition Letters, 2008

Bayes Classification of Online Arabic Characters by Gibbs Modeling of Class Conditional Densities.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Multiregion Graph Cut Image Segmentation.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

A Continuous Labeling for Multiphase Graph Cut Image Partitioning.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

A Gibbsian Kohonen Network for Online Arabic Character Recognition.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Merging Active Contours.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

2007
A variational method for the recovery of dense 3D structure from motion.
Robotics and Autonomous Systems, 2007

Embedding a Region Merging Prior in Level Set Vector-Valued Image Segmentation.
Proceedings of the Computer Vision, 2007

2006
Concurrent 3-D motion segmentation and 3-D interpretation of temporal sequences of monocular images.
IEEE Trans. Image Processing, 2006

Unsupervised Variational Image Segmentation/Classification Using a Weibull Observation Model.
IEEE Trans. Image Processing, 2006

Joint Multiregion Segmentation and Parametric Estimation of Image Motion by Basis Function Representation and Level Set Evolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Optical Flow 3D Segmentation and Interpretation: A Variational Method with Active Curve Evolution and Level Sets.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Polarimetric Image Segmentation via Maximum-Likelihood Approximation and Efficient Multiphase Level-Sets.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Joint optical flow estimation, segmentation, and 3D interpretation with level sets.
Computer Vision and Image Understanding, 2006

Multiregion competition: A level set extension of region competition to multiple region image partitioning.
Computer Vision and Image Understanding, 2006

Visual reconstruction of ground plane obstacles in a sparse view robot environment.
Graphical Models, 2006

Variational Unsupervised Segmentation of Multi-Look Complex Polarimetric Images using a Wishart Observation Model.
Proceedings of the International Conference on Image Processing, 2006

A Partition Constrained Minimization Scheme for Efficient Multiphase Level Set Image Segmentation.
Proceedings of the International Conference on Image Processing, 2006

2005
Rule-based real-time detection of context-independent events in video shots.
Real-Time Imaging, 2005

Multiregion Level-Set Partitioning of Synthetic Aperture Radar Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

A new representation of shape and its use for high performance in online Arabic character recognition by an associative memory.
IJDAR, 2005

Level set curve evolution partitioning of polarimetric images.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
On convergence of the Horn and Schunck optical-flow estimation method.
IEEE Trans. Image Processing, 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.
IEEE Trans. Image Processing, 2004

Approximation of images by basis functions for multiple region segmentation with level sets.
Proceedings of the 2004 International Conference on Image Processing, 2004

Image segmentation as regularized clustering: a fully global curve evolution method.
Proceedings of the 2004 International Conference on Image Processing, 2004

Motion compensated super-resolution of video by level sets evolution.
Proceedings of the 2004 International Conference on Image Processing, 2004

Joint dense 3D interpretation and multiple motion segmentation of temporal image sequences: a variational framework with active curve evolution and level sets.
Proceedings of the 2004 International Conference on Image Processing, 2004

A new representation of character shape and its use in on-line character recognition by a self organizing map.
Proceedings of the 2004 International Conference on Image Processing, 2004

Image partioning by level set multiregion competition.
Proceedings of the 2004 International Conference on Image Processing, 2004

Sar image segmentation with active contours and level sets.
Proceedings of the 2004 International Conference on Image Processing, 2004

On-line character recognition using histograms of features and an associative memory.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Motion tracking as spatio-temporal motion boundary detection.
Robotics and Autonomous Systems, 2003

MDL estimation of a dense map of relative depth and 3D motion from a temporal sequence of images.
Pattern Anal. Appl., 2003

Motion-based figure-ground segmentation by maximum motion separation.
Proceedings of the 2003 International Conference on Image Processing, 2003

PDE-based region tracking without motion computation by joint space-time segmentation.
Proceedings of the 2003 International Conference on Image Processing, 2003

Tracking with simultaneous camera motion subtraction by level set spatio-temporal surface evolution.
Proceedings of the 2003 International Conference on Image Processing, 2003

Dense 3D interpretation of image sequences: a variational approach using anisotropic diffusion.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Combination of Pruned Kohonen Maps for On-line Arabic Characters Recognition.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

2002
Tracking Moving Objects as Spatio-Temporal Boundary Detection.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

Spatio-Temporal Motion Segmentation via Level Set Partial Differential Equations.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

Context-Independent Real-Time Event Recognition: Application to Key-Image Extraction.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Region tracking via local statistics and level set PDEs.
Proceedings of the 2002 International Conference on Image Processing, 2002

Spatial/joint space-time motion segmentation of image sequences by level set pursuit.
Proceedings of the 2002 International Conference on Image Processing, 2002

Reliable and fast structure-oriented video noise estimation.
Proceedings of the 2002 International Conference on Image Processing, 2002

On-line recognition of handwritten Arabic characters using a Kohonen neural network.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

2001
Pattern classification by a condensed neural network.
Neural Networks, 2001

2000
Fast Computation of a Boundary Preserving Estimate of Optical Flow.
Proceedings of the British Machine Vision Conference 2000, 2000

Direct Estimation of 3D Motion Parameters and Relative Depth Using the Minimum Description Length Principle.
Proceedings of the Conference on Three-Dimensional Image Capture and Applications III, 2000

1998
Stereokinematic analysis of visual data in active convergent stereoscopy.
Robotics and Autonomous Systems, 1998

Selective Image Diffusion: Application to Disparity Estimation.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1996
Pattern Category Assignment by Neural Networks and Nearest Neighbors Rules: A Synopsis and A Characterization.
IJPRAI, 1996

Computation and analysis of image motion: A synopsis of current problems and methods.
International Journal of Computer Vision, 1996

1995
Direct Bayesian interpretation of visual motion.
Robotics and Autonomous Systems, 1995

On comparing the performance of object recognition systems.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Tracking human motion in an indoor environment.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
Three-dimensional interpretation of continuous image motion of straight lines.
Robotics and Autonomous Systems, 1994

Asymptotic optimality of pattern recognition by regression analysis.
Neural Networks, 1994

Segmentation and Estimation of Image Motion by a Robust Method.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
Modeling and classification of shape using a Kohonen associative memory with selective multiresolution.
Neural Networks, 1993

Classifier combination for hand-printed digit recognition.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1992
Optical character recognition by a neural network.
Neural Networks, 1992

1990
A 3D Interpretation System Based on Consistent Labeling of a Set of Propositions. Application to the Interpretation of Straight Line Correspondences.
Proceedings of the Computer Vision, 1990

The Incremental Rigidity Scheme for Structure from Motion: The Line-Based Formulation.
Proceedings of the Computer Vision, 1990

1989
Interpretation of straight line correspondences using angular relations.
Pattern Recognition, 1989

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

Counting straight lines.
Computer Vision, Graphics, and Image Processing, 1989

A Knowledge-Based Intelligent System for Real World Interpretation.
Proceedings of the Intelligent Autonomous Systems 2, 1989

1988
Using Constancy of Distance to Estimate Position and Displacement in Space.
IEEE Trans. Pattern Anal. Mach. Intell., 1988

On Smoothness of a Vector Field-Application to Optical Flow.
IEEE Trans. Pattern Anal. Mach. Intell., 1988

Multisensor Knowledge Systems: Interpreting 3D Structure.
I. J. Robotics Res., 1988

Three-dimensional space from optical flow correspondence.
Computer Vision, Graphics, and Image Processing, 1988

A knowledge-based image interpretation system.
Proceedings of the 9th International Conference on Pattern Recognition, 1988

Interpreting the straight line using angular relations.
Proceedings of the 9th International Conference on Pattern Recognition, 1988

Counting the line.
Proceedings of the 9th International Conference on Pattern Recognition, 1988

Interpretation of optical flow correspondence.
Proceedings of the 9th International Conference on Pattern Recognition, 1988

1987
Experiments in computing optical flow with the gradient-based, multiconstraint method.
Pattern Recognition, 1987

Computation of Surface Orientation and Structure of Objects Using Grid Coding.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

1986
On Kineopsis and Computation of Structure and Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 1986

Curvature-based representation of objects from range data.
Image Vision Comput., 1986

1985
Image segmentation by conventional and information-integrating techniques: a synopsis.
Image Vision Comput., 1985

Tracking modelled objects using binocular images.
Computer Vision, Graphics, and Image Processing, 1985

1984
Review of 'Digital Picture Processing, ' 2nd edn. (Rosenfeld, A., and Kak, A.C.; 1982).
IEEE Trans. Information Theory, 1984

1983
Detection of Edges Using Range Information.
IEEE Trans. Pattern Anal. Mach. Intell., 1983

Contour registration by shape-specific points for shape matching.
Computer Vision, Graphics, and Image Processing, 1983

Experiments in combining intensity and range edge maps.
Computer Vision, Graphics, and Image Processing, 1983

1982
On combining range and intensity data.
Pattern Recognition Letters, 1982

Contour registration by shape-specific points for shape matching.
Computer Graphics and Image Processing, 1982

Experiments in combining intensity and range-edge maps.
Computer Graphics and Image Processing, 1982

MITES (mit-æs): A model-driven, iterative texture segmentation algorithm.
Computer Graphics and Image Processing, 1982

Detection of edges using range information.
Proceedings of the IEEE International Conference on Acoustics, 1982

1981
Modeling 3-D Structure.
Proceedings of the Modelle und Strukturen, 1981


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