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Djemel Ziou: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Mohammed Ouali, Claude Laurgeau, Djemel Ziou
    Dense Disparity Estimation Using Gabor Filters and Image Derivatives. [Citation Graph (0, 0)][DBLP]
    3DIM, 1999, pp:483-489 [Conf]
  2. Mohand Saïd Allili, Djemel Ziou
    A Bayesian Approach for Weighting Boundary and Region Information for Segmentation. [Citation Graph (0, 0)][DBLP]
    ACIVS, 2005, pp:468-475 [Conf]
  3. David Corriveau, Madjid Allili, Djemel Ziou
    Morse Connections Graph for Shape Representation. [Citation Graph (0, 0)][DBLP]
    ACIVS, 2005, pp:219-226 [Conf]
  4. Marie Flavie Auclair-Fortier, P. Poulin, Djemel Ziou, Madjid Allili
    A Computational Algebraic Topology Model for the Deformation of Curves. [Citation Graph (0, 0)][DBLP]
    AMDO, 2002, pp:56-67 [Conf]
  5. Layachi Bentabet, Djemel Ziou
    Neuroanatomy Registration: An Algebraic-Topology Based Approach. [Citation Graph (0, 0)][DBLP]
    AMDO, 2004, pp:76-85 [Conf]
  6. Djemel Ziou, Jean-Pierre Fabre
    Rotation Invariance in Edge Detection. [Citation Graph (0, 0)][DBLP]
    CAIP, 1993, pp:141-148 [Conf]
  7. Mohand Saïd Allili, Djemel Ziou
    An Automatic Segmentation Combining Mixture Analysis and Adaptive Region Information: A Level Set Approach. [Citation Graph (0, 0)][DBLP]
    CRV, 2005, pp:73-80 [Conf]
  8. D. Brahmi, Djemel Ziou
    Improving CBIR Systems by Integrating Semantic Features. [Citation Graph (0, 0)][DBLP]
    CRV, 2004, pp:233-240 [Conf]
  9. Javier Toro, Djemel Ziou, Marie Flavie Auclair-Fortier
    Recovering the Shading Image under Known Illumination. [Citation Graph (0, 0)][DBLP]
    CRV, 2004, pp:92-96 [Conf]
  10. Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou
    A Robust Video Foreground Segmentation by Using Generalized Gaussian Mixture Modeling. [Citation Graph (0, 0)][DBLP]
    CRV, 2007, pp:503-509 [Conf]
  11. Mohand Saïd Allili, Djemel Ziou
    Adaptive Appearance Model for Object Contour Tracking in Videos. [Citation Graph (0, 0)][DBLP]
    CRV, 2007, pp:510-518 [Conf]
  12. Mohand Saïd Allili, Djemel Ziou
    Using Feature Selection For Object Segmentation and Tracking. [Citation Graph (0, 0)][DBLP]
    CRV, 2007, pp:191-200 [Conf]
  13. Kamel Mecheri, Djemel Ziou, François Deschênes
    Super-resolution based on interpolation and global sub pixel translation. [Citation Graph (0, 0)][DBLP]
    CRV, 2007, pp:448-458 [Conf]
  14. Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou
    Finite Generalized Gaussian Mixture Modeling and Applications to Image and Video Foreground Segmentation. [Citation Graph (0, 0)][DBLP]
    CRV, 2007, pp:183-190 [Conf]
  15. François Deschênes, Djemel Ziou
    Homotopy-Based Computation of Defocus Blur and Affine Transform. [Citation Graph (0, 0)][DBLP]
    CVPR (1), 2003, pp:398-404 [Conf]
  16. Djemel Ziou, Shengrui Wang
    Isotropic Processing for Gradient Estimation. [Citation Graph (0, 0)][DBLP]
    CVPR, 1996, pp:660-665 [Conf]
  17. Noureddine Abbadeni, Djemel Ziou, Shengrui Wang
    Image Classification and Retrieval on the World Wide Web. [Citation Graph (0, 0)][DBLP]
    ACM DL, 1999, pp:208-209 [Conf]
  18. Nizar Bouguila, Djemel Ziou
    On Fitting Finite Dirichlet Mixture Using ECM and MML. [Citation Graph (0, 0)][DBLP]
    ICAPR (1), 2005, pp:172-182 [Conf]
  19. Djemel Ziou, Salvatore Tabbone
    Adaptive Elimination of False Edges for First Order Detectors. [Citation Graph (0, 0)][DBLP]
    ICIAP, 1995, pp:89-94 [Conf]
  20. Sabri Boutemedjet, Djemel Ziou
    Visual Aspect: A Unified Content-Based Collaborative Filtering Model for Visual Document Recommendation. [Citation Graph (0, 0)][DBLP]
    ICIAR (1), 2006, pp:685-696 [Conf]
  21. Noureddine Abbadeni, Djemel Ziou, Shengrui Wang
    Computational Measures Corresponding to Perceptual Textural Features. [Citation Graph (0, 0)][DBLP]
    ICIP, 2000, pp:- [Conf]
  22. Mohammed Lamine Kherfi, Djemel Ziou
    Image retrieval based on feature weighting and relevance feedback. [Citation Graph (0, 0)][DBLP]
    ICIP, 2004, pp:689-692 [Conf]
  23. Mohammed Ouali, Djemel Ziou, Claude Laurgeau
    A Cooperative Multiscale Phase-Based Disparity Algorithm. [Citation Graph (0, 0)][DBLP]
    ICIP (3), 1999, pp:145-149 [Conf]
  24. Ali El Zaart, Djemel Ziou, François Dubeau
    Phase-based disparity estimation: a spatial approach. [Citation Graph (0, 0)][DBLP]
    ICIP (3), 1997, pp:244-247 [Conf]
  25. Djemel Ziou, Shengrui Wang, Jean Vaillancourt
    Depth from Defocus using the Hermite Transform. [Citation Graph (0, 0)][DBLP]
    ICIP (2), 1998, pp:958-962 [Conf]
  26. Nizar Bouguila, Djemel Ziou
    A probabilistic approach for shadows modeling and detection. [Citation Graph (0, 0)][DBLP]
    ICIP (1), 2005, pp:329-332 [Conf]
  27. Mohand Saïd Allili, Djemel Ziou
    An automatic segmentation of color images by using a combination of mixture modelling and adaptive region information: a level set approach. [Citation Graph (0, 0)][DBLP]
    ICIP (1), 2005, pp:305-308 [Conf]
  28. Noureddine Abbadeni, Djemel Ziou, Shengrui Wang
    Autocovariance-based Perceptual Textural Features Corresponding to Human Visual Perception. [Citation Graph (0, 0)][DBLP]
    ICPR, 2000, pp:3913-3916 [Conf]
  29. Madjid Allili, David Corriveau, Djemel Ziou
    Morse Homology Descriptor for Shape Characterization. [Citation Graph (0, 0)][DBLP]
    ICPR (4), 2004, pp:27-30 [Conf]
  30. Marie Flavie Auclair-Fortier, P. Poulin, Djemel Ziou, Madjid Allili
    A Computational Algebraic Topology Approach for Optical Flow. [Citation Graph (0, 0)][DBLP]
    ICPR (1), 2002, pp:352-355 [Conf]
  31. Nizar Bouguila, Djemel Ziou
    A Powreful Finite Mixture Model Based on the Generalized Dirichlet Distribution: Unsupervised Learning and Applications. [Citation Graph (0, 0)][DBLP]
    ICPR (1), 2004, pp:280-283 [Conf]
  32. François Deschênes, Djemel Ziou
    Detection of Line Junctions in Gray-Level Images. [Citation Graph (0, 0)][DBLP]
    ICPR, 2000, pp:3762-3765 [Conf]
  33. François Deschênes, Djemel Ziou, P. Fuchs
    Homotopy-Based Estimation of Depth Cues in Spatial Domain. [Citation Graph (0, 0)][DBLP]
    ICPR (3), 2002, pp:627-630 [Conf]
  34. Mohammed Lamine Kherfi, D. Brahmi, Djemel Ziou
    Combining Visual Features with Semantics for a More Effective Image Retrieval. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2004, pp:961-964 [Conf]
  35. Mohammed Lamine Kherfi, Djemel Ziou, Alan Bernardi
    Learning from Negative Example in Relevance Feedback for Content-Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2002, pp:933-936 [Conf]
  36. Djemel Ziou
    Optimal Line Detector. [Citation Graph (0, 0)][DBLP]
    ICPR, 2000, pp:3534-3537 [Conf]
  37. Djemel Ziou, Nizar Bouguila
    Unsupervised Learning of a Finite Gamma Mixture Using MML: Application to SAR Image Analysis. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2004, pp:68-71 [Conf]
  38. Riadh Ksantini, Djemel Ziou, Bernard Colin, François Dubeau
    Logistic Regression Models for a Fast CBIR Method Based on Feature Selection. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:2790-2795 [Conf]
  39. Sabri Boutemedjet, Djemel Ziou
    A Generative Graphical Model for Collaborative Filtering of Visual Content. [Citation Graph (0, 0)][DBLP]
    Industrial Conference on Data Mining, 2006, pp:404-415 [Conf]
  40. Nizar Bouguila, Djemel Ziou
    MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection. [Citation Graph (0, 0)][DBLP]
    MLDM, 2005, pp:42-51 [Conf]
  41. Nizar Bouguila, Djemel Ziou, Jean Vaillancourt
    Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image Classification. [Citation Graph (0, 0)][DBLP]
    MLDM, 2003, pp:172-181 [Conf]
  42. Djemel Ziou, Sabri Boutemedjet
    An Information Filtering Approach for the Page Zero Problem. [Citation Graph (0, 0)][DBLP]
    MRCS, 2006, pp:619-626 [Conf]
  43. Nizar Bouguila, Djemel Ziou
    A New Approach for High-Dimensional Unsupervised Learning: Applications to Image Restoration. [Citation Graph (0, 0)][DBLP]
    PReMI, 2005, pp:200-205 [Conf]
  44. Nizar Bouguila, Djemel Ziou
    Unsupervised Learning of a Finite Discrete Mixture Model Based on the Multinomial Dirichlet Distribution: Application to Texture Modeling. [Citation Graph (0, 0)][DBLP]
    PRIS, 2004, pp:118-127 [Conf]
  45. Mohand Saïd Allili, Djemel Ziou
    Automatic Color-Texture Image Segmentation by Using Active Contours. [Citation Graph (0, 0)][DBLP]
    IWICPAS, 2006, pp:495-504 [Conf]
  46. Mohammed Lamine Kherfi, Djemel Ziou, Alan Bernardi
    Image Retrieval from the World Wide Web: Issues, Techniques, and Systems. [Citation Graph (0, 0)][DBLP]
    ACM Comput. Surv., 2004, v:36, n:1, pp:35-67 [Journal]
  47. Djemel Ziou, François Deschênes
    Depth from Defocus Estimation in Spatial Domain. [Citation Graph (0, 0)][DBLP]
    Computer Vision and Image Understanding, 2001, v:81, n:2, pp:143-165 [Journal]
  48. François Deschênes, Djemel Ziou, P. Fuchs
    An unified approach for a simultaneous and cooperative estimation of defocus blur and spatial shifts. [Citation Graph (0, 0)][DBLP]
    Image Vision Comput., 2004, v:22, n:1, pp:35-57 [Journal]
  49. François Deschênes, Djemel Ziou, P. Fuchs
    Improved estimation of defocus blur and spatial shifts in spatial domain: a homotopy-based approach. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2003, v:36, n:9, pp:2105-2125 [Journal]
  50. Ali El Zaart, Djemel Ziou, Shengrui Wang, Qingshan Jiang
    Segmentation of SAR images. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2002, v:35, n:3, pp:713-724 [Journal]
  51. Djemel Ziou
    The influence of edge direction on the estimation of edge contrast and orientation. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2001, v:34, n:4, pp:855-863 [Journal]
  52. Djemel Ziou
    Line detection using an optimal IIR filter. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 1991, v:24, n:6, pp:465-478 [Journal]
  53. Djemel Ziou, Madjid Allili
    Generating cubical complexes from image data and computation of the Euler number. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2002, v:35, n:12, pp:2833-2839 [Journal]
  54. Djemel Ziou, Salvatore Tabbone
    A multi-scale edge detector. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 1993, v:26, n:9, pp:1305-1314 [Journal]
  55. Nizar Bouguila, Djemel Ziou
    Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2005, v:26, n:12, pp:1916-1925 [Journal]
  56. François Deschênes, Djemel Ziou
    Detection of line junctions and line terminations using curvilinear features. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2000, v:21, n:6-7, pp:637-649 [Journal]
  57. T. B. Nguyen, Djemel Ziou
    Contextual and non-contextual performance evaluation of edge detectors. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2000, v:21, n:9, pp:805-816 [Journal]
  58. Djemel Ziou, Jean-Pierre Fabre
    Effects of edge orientation on the performance of first-order operators. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 1994, v:15, n:10, pp:1053-1063 [Journal]
  59. Nizar Bouguila, Djemel Ziou, Jean Vaillancourt
    Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 2004, v:13, n:11, pp:1533-1543 [Journal]
  60. Mohammed Lamine Kherfi, Djemel Ziou
    Relevance feedback for CBIR: a new approach based on probabilistic feature weighting with positive and negative examples. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 2006, v:15, n:4, pp:1017-1030 [Journal]
  61. Nizar Bouguila, Djemel Ziou
    A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 2006, v:15, n:9, pp:2657-2668 [Journal]
  62. Marie Flavie Auclair-Fortier, Djemel Ziou
    A global approach for solving evolutive heat transfer for image denoising and inpainting. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 2006, v:15, n:9, pp:2558-2574 [Journal]
  63. Nizar Bouguila, Djemel Ziou
    Unsupervised Selection of a Finite Dirichlet Mixture Model: An MML-Based Approach. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:8, pp:993-1009 [Journal]
  64. Nizar Bouguila, Djemel Ziou, Ernest Monga
    Practical Bayesian estimation of a finite beta mixture through gibbs sampling and its applications. [Citation Graph (0, 0)][DBLP]
    Statistics and Computing, 2006, v:16, n:2, pp:215-225 [Journal]
  65. Nizar Bouguila, Djemel Ziou, Riad I. Hammoud
    A Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
  66. Mohand Saïd Allili, Djemel Ziou
    Object of Interest segmentation and Tracking by Using Feature Selection and Active Contours. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
  67. Sabri Boutemedjet, Nizar Bouguila, Djemel Ziou
    Unsupervised Feature and Model Selection for Generalized Dirichlet Mixture Models. [Citation Graph (0, 0)][DBLP]
    ICIAR, 2007, pp:330-341 [Conf]
  68. Alain Horé, Djemel Ziou, François Deschênes
    A New Image Scaling Algorithm Based on the Sampling Theorem of Papoulis. [Citation Graph (0, 0)][DBLP]
    ICIAR, 2007, pp:1-11 [Conf]
  69. Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila
    A Graphical Model for Content Based Image Suggestion and Feature Selection. [Citation Graph (0, 0)][DBLP]
    PKDD, 2007, pp:30-41 [Conf]
  70. Nizar Bouguila, Djemel Ziou
    High-Dimensional Unsupervised Selection and Estimation of a Finite Generalized Dirichlet Mixture Model Based on Minimum Message Length. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2007, v:29, n:10, pp:1716-1731 [Journal]
  71. Mohand Saïd Allili, Djemel Ziou
    Globally adaptive region information for automatic color-texture image segmentation. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2007, v:28, n:15, pp:1946-1956 [Journal]
  72. Nizar Bouguila, Djemel Ziou
    Unsupervised learning of a finite discrete mixture: Applications to texture modeling and image databases summarization. [Citation Graph (0, 0)][DBLP]
    J. Visual Communication and Image Representation, 2007, v:18, n:4, pp:295-309 [Journal]

  73. A Bayesian Kernel Logistic Discriminant Model: An Improvement to the Kernel Fisher's Discriminant. [Citation Graph (, )][DBLP]


  74. Object Contour Tracking in Videos by Matching Finite Mixture Models. [Citation Graph (, )][DBLP]


  75. Modeling and Adapting JPEG to the Energy Requirements of VSN. [Citation Graph (, )][DBLP]


  76. A New Super-Resolution Algorithm Based on Areas Pixels and the Sampling Theorem of Papoulis. [Citation Graph (, )][DBLP]


  77. A Simple Scaling Algorithm Based on Areas Pixels. [Citation Graph (, )][DBLP]


  78. Enhancement of the Quality of Images through Complex Mosaic Configurations. [Citation Graph (, )][DBLP]


  79. An approach for dynamic combination of region and boundary information in segmentation. [Citation Graph (, )][DBLP]


  80. Energy-efficient transmission scheme of JPEG images over Visual Sensor Networks. [Citation Graph (, )][DBLP]


  81. Unsupervised Feature Selection for Accurate Recommendation of High-Dimensional Image Data. [Citation Graph (, )][DBLP]


  82. Variational Bayesian Approach for Long-Term Relevance Feedback. [Citation Graph (, )][DBLP]


  83. A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization. [Citation Graph (, )][DBLP]


  84. A global physical method for manifold smoothing. [Citation Graph (, )][DBLP]


  85. Improving CBIR systems by integrating semantic features. [Citation Graph (, )][DBLP]


  86. Efficient topological descriptor for shape representation. [Citation Graph (, )][DBLP]


  87. A smart stochastic approach for manifolds smoothing. [Citation Graph (, )][DBLP]


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