 | 2009 |
|---|
| 95 |       | Tayeb Medjeldi,
Alain Horé,
Djemel Ziou:
Enhancement of the Quality of Images through Complex Mosaic Configurations.
ICIAR 2009: 43-53 |
| 94 | | Sabri Boutemedjet,
Djemel Ziou:
Variational Bayesian Approach for Long-Term Relevance Feedback.
PAKDD 2009: 327-338 |
| 93 | | Nizar Bouguila,
Djemel Ziou:
A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization.
PAKDD 2009: 463-474 |
| 92 | | Djemel Ziou,
Touati Hamri,
Sabri Boutemedjet:
A hybrid probabilistic framework for content-based image retrieval with feature weighting.
Pattern Recognition 42(7): 1511-1519 (2009) |
| 2008 |
|---|
| 91 |  | Riadh Ksantini,
Djemel Ziou,
Bernard Colin,
François Dubeau:
A Bayesian Kernel Logistic Discriminant Model: An Improvement to the Kernel Fisher's Discriminant.
AAAI 2008: 1464-1465 |
| 90 | | Abdelhamid Mammeri,
Ahmed Khoumsi,
Djemel Ziou,
Brahim Hadjou:
Modeling and Adapting JPEG to the Energy Requirements of VSN.
ICCCN 2008: 806-811 |
| 89 | | Alain Horé,
François Deschênes,
Djemel Ziou:
A Simple Scaling Algorithm Based on Areas Pixels.
ICIAR 2008: 53-64 |
| 88 | | Alain Horé,
François Deschênes,
Djemel Ziou:
A New Super-Resolution Algorithm Based on Areas Pixels and the Sampling Theorem of Papoulis.
ICIAR 2008: 97-109 |
| 87 | | Mohand Saïd Allili,
Djemel Ziou:
An approach for dynamic combination of region and boundary information in segmentation.
ICPR 2008: 1-4 |
| 86 | | Abdelhamid Mammeri,
Ahmed Khoumsi,
Djemel Ziou,
Brahim Hadjou:
Energy-efficient transmission scheme of JPEG images over Visual Sensor Networks.
LCN 2008: 639-647 |
| 85 | | Ahmed Fouad El Ouafdi,
Djemel Ziou:
A global physical method for manifold smoothing.
Shape Modeling International 2008: 11-17 |
| 84 | | Ahmed Fouad El Ouafdi,
Djemel Ziou,
H. Krim:
A smart stochastic approach for manifolds smoothing.
Comput. Graph. Forum 27(5): 1357-1364 (2008) |
| 83 | | Riadh Ksantini,
Djemel Ziou,
Bernard Colin,
François Dubeau:
Weighted Pseudometric Discriminatory Power Improvement Using a Bayesian Logistic Regression Model Based on a Variational Method.
IEEE Trans. Pattern Anal. Mach. Intell. 30(2): 253-266 (2008) |
| 82 | | Sabri Boutemedjet,
Djemel Ziou:
A Graphical Model for Context-Aware Visual Content Recommendation.
IEEE Transactions on Multimedia 10(1): 52-62 (2008) |
| 81 | | Mohand Saïd Allili,
Djemel Ziou:
Object tracking in videos using adaptive mixture models and active contours.
Neurocomputing 71(10-12): 2001-2011 (2008) |
| 80 | | François Deschênes,
Djemel Ziou,
P. Fuchs:
A homotopy-based approach for computing defocus blur and affine transform simultaneously.
Pattern Recognition 41(7): 2263-2282 (2008) |
| 2007 |
|---|
| 79 | | Mohand Saïd Allili,
Nizar Bouguila,
Djemel Ziou:
Finite Generalized Gaussian Mixture Modeling and Applications to Image and Video Foreground Segmentation.
CRV 2007: 183-190 |
| 78 | | Mohand Saïd Allili,
Djemel Ziou:
Using Feature Selection For Object Segmentation and Tracking.
CRV 2007: 191-200 |
| 77 | | Kamel Mecheri,
Djemel Ziou,
François Deschênes:
Super-resolution based on interpolation and global sub pixel translation.
CRV 2007: 448-458 |
| 76 | | Mohand Saïd Allili,
Nizar Bouguila,
Djemel Ziou:
A Robust Video Foreground Segmentation by Using Generalized Gaussian Mixture Modeling.
CRV 2007: 503-509 |
| 75 | | Mohand Saïd Allili,
Djemel Ziou:
Adaptive Appearance Model for Object Contour Tracking in Videos.
CRV 2007: 510-518 |
| 74 | | Nizar Bouguila,
Djemel Ziou,
Riad I. Hammoud:
A Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling.
CVPR 2007 |
| 73 | | Mohand Saïd Allili,
Djemel Ziou:
Object of Interest segmentation and Tracking by Using Feature Selection and Active Contours.
CVPR 2007 |
| 72 | | Alain Horé,
Djemel Ziou,
François Deschênes:
A New Image Scaling Algorithm Based on the Sampling Theorem of Papoulis.
ICIAR 2007: 1-11 |
| 71 | | Sabri Boutemedjet,
Nizar Bouguila,
Djemel Ziou:
Unsupervised Feature and Model Selection for Generalized Dirichlet Mixture Models.
ICIAR 2007: 330-341 |
| 70 | | Riadh Ksantini,
Djemel Ziou,
Bernard Colin,
François Dubeau:
Logistic Regression Models for a Fast CBIR Method Based on Feature Selection.
IJCAI 2007: 2790-2795 |
| 69 | | Sabri Boutemedjet,
Djemel Ziou,
Nizar Bouguila:
Unsupervised Feature Selection for Accurate Recommendation of High-Dimensional Image Data.
NIPS 2007 |
| 68 | | Sabri Boutemedjet,
Djemel Ziou,
Nizar Bouguila:
A Graphical Model for Content Based Image Suggestion and Feature Selection.
PKDD 2007: 30-41 |
| 67 | | Nizar Bouguila,
Djemel Ziou:
High-Dimensional Unsupervised Selection and Estimation of a Finite Generalized Dirichlet Mixture Model Based on Minimum Message Length.
IEEE Trans. Pattern Anal. Mach. Intell. 29(10): 1716-1731 (2007) |
| 66 | | Mohammed Lamine Kherfi,
Djemel Ziou:
Image Collection Organization and Its Application to Indexing, Browsing, Summarization, and Semantic Retrieval.
IEEE Transactions on Multimedia 9(4): 893-900 (2007) |
| 65 | | Mohand Saïd Allili,
Djemel Ziou:
Automatic colour-texture image segmentation using active contours.
Int. J. Comput. Math. 84(9): 1325-1338 (2007) |
| 64 | | Nizar Bouguila,
Djemel Ziou:
Unsupervised learning of a finite discrete mixture: Applications to texture modeling and image databases summarization.
J. Visual Communication and Image Representation 18(4): 295-309 (2007) |
| 63 | | Mohand Saïd Allili,
Djemel Ziou:
Globally adaptive region information for automatic color-texture image segmentation.
Pattern Recognition Letters 28(15): 1946-1956 (2007) |
| 62 | | Mohand Saïd Allili,
Djemel Ziou:
Active contours for video object tracking using region, boundary and shape information.
Signal, Image and Video Processing 1(2): 101-117 (2007) |
| 2006 |
|---|
| 61 | | Mohand Saïd Allili,
Djemel Ziou:
Object Contour Tracking in Videos by Matching Finite Mixture Models.
AVSS 2006: 35 |
| 60 | | Sabri Boutemedjet,
Djemel Ziou:
Visual Aspect: A Unified Content-Based Collaborative Filtering Model for Visual Document Recommendation.
ICIAR (1) 2006: 685-696 |
| 59 | | Mohand Saïd Allili,
Djemel Ziou:
Automatic Color-Texture Image Segmentation by Using Active Contours.
IWICPAS 2006: 495-504 |
| 58 | | Sabri Boutemedjet,
Djemel Ziou:
A Generative Graphical Model for Collaborative Filtering of Visual Content.
Industrial Conference on Data Mining 2006: 404-415 |
| 57 | | Djemel Ziou,
Sabri Boutemedjet:
An Information Filtering Approach for the Page Zero Problem.
MRCS 2006: 619-626 |
| 56 | | Nizar Bouguila,
Djemel Ziou:
Unsupervised Selection of a Finite Dirichlet Mixture Model: An MML-Based Approach.
IEEE Trans. Knowl. Data Eng. 18(8): 993-1009 (2006) |
| 55 | | Mohammed Lamine Kherfi,
Djemel Ziou:
Relevance feedback for CBIR: a new approach based on probabilistic feature weighting with positive and negative examples.
IEEE Transactions on Image Processing 15(4): 1017-1030 (2006) |
| 54 | | Marie Flavie Auclair-Fortier,
Djemel Ziou:
A global approach for solving evolutive heat transfer for image denoising and inpainting.
IEEE Transactions on Image Processing 15(9): 2558-2574 (2006) |
| 53 | | Nizar Bouguila,
Djemel Ziou:
A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture.
IEEE Transactions on Image Processing 15(9): 2657-2668 (2006) |
| 52 | | Nizar Bouguila,
Djemel Ziou,
Ernest Monga:
Practical Bayesian estimation of a finite beta mixture through gibbs sampling and its applications.
Statistics and Computing 16(2): 215-225 (2006) |
| 2005 |
|---|
| 51 | | David Corriveau,
Madjid Allili,
Djemel Ziou:
Morse Connections Graph for Shape Representation.
ACIVS 2005: 219-226 |
| 50 | | Mohand Saïd Allili,
Djemel Ziou:
A Bayesian Approach for Weighting Boundary and Region Information for Segmentation.
ACIVS 2005: 468-475 |
| 49 | | Mohand Saïd Allili,
Djemel Ziou:
An Automatic Segmentation Combining Mixture Analysis and Adaptive Region Information: A Level Set Approach.
CRV 2005: 73-80 |
| 48 | | Nizar Bouguila,
Djemel Ziou:
On Fitting Finite Dirichlet Mixture Using ECM and MML.
ICAPR (1) 2005: 172-182 |
| 47 | | 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.
ICIP (1) 2005: 305-308 |
| 46 | | Nizar Bouguila,
Djemel Ziou:
A probabilistic approach for shadows modeling and detection.
ICIP (1) 2005: 329-332 |
| 45 | | Nizar Bouguila,
Djemel Ziou:
MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection.
MLDM 2005: 42-51 |
| 44 | | Nizar Bouguila,
Djemel Ziou:
A New Approach for High-Dimensional Unsupervised Learning: Applications to Image Restoration.
PReMI 2005: 200-205 |
| 43 | | Nizar Bouguila,
Djemel Ziou:
Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications.
Pattern Recognition Letters 26(12): 1916-1925 (2005) |
| 2004 |
|---|
| 42 | | Layachi Bentabet,
Djemel Ziou:
Neuroanatomy Registration: An Algebraic-Topology Based Approach.
AMDO 2004: 76-85 |
| 41 | | Djamel Brahmi,
Djemel Ziou:
Improving CBIR Systems by Integrating Semantic Features.
CRV 2004: 233-240 |
| 40 | | Javier Toro,
Djemel Ziou,
Marie Flavie Auclair-Fortier:
Recovering the Shading Image under Known Illumination.
CRV 2004: 92-96 |
| 39 | | Mohammed Lamine Kherfi,
Djemel Ziou:
Image retrieval based on feature weighting and relevance feedback.
ICIP 2004: 689-692 |
| 38 | | Nizar Bouguila,
Djemel Ziou:
A Powreful Finite Mixture Model Based on the Generalized Dirichlet Distribution: Unsupervised Learning and Applications.
ICPR (1) 2004: 280-283 |
| 37 | | Djemel Ziou,
Nizar Bouguila:
Unsupervised Learning of a Finite Gamma Mixture Using MML: Application to SAR Image Analysis.
ICPR (2) 2004: 68-71 |
| 36 | | Mohammed Lamine Kherfi,
Djamel Brahmi,
Djemel Ziou:
Combining Visual Features with Semantics for a More Effective Image Retrieval.
ICPR (2) 2004: 961-964 |
| 35 | | Madjid Allili,
David Corriveau,
Djemel Ziou:
Morse Homology Descriptor for Shape Characterization.
ICPR (4) 2004: 27-30 |
| 34 | | Nizar Bouguila,
Djemel Ziou:
Unsupervised Learning of a Finite Discrete Mixture Model Based on the Multinomial Dirichlet Distribution: Application to Texture Modeling.
PRIS 2004: 118-127 |
| 33 | | Djamel Brahmi,
Djemel Ziou:
Improving CBIR systems by integrating semantic features.
RIAO 2004: 291-305 |
| 32 | | Mohammed Lamine Kherfi,
Djemel Ziou,
Alan Bernardi:
Image Retrieval from the World Wide Web: Issues, Techniques, and Systems.
ACM Comput. Surv. 36(1): 35-67 (2004) |
| 31 | | Nizar Bouguila,
Djemel Ziou,
Jean Vaillancourt:
Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application.
IEEE Transactions on Image Processing 13(11): 1533-1543 (2004) |
| 30 | | François Deschênes,
Djemel Ziou,
P. Fuchs:
An unified approach for a simultaneous and cooperative estimation of defocus blur and spatial shifts.
Image Vision Comput. 22(1): 35-57 (2004) |
| 2003 |
|---|
| 29 | | François Deschênes,
Djemel Ziou:
Homotopy-Based Computation of Defocus Blur and Affine Transform.
CVPR (1) 2003: 398-404 |
| 28 | | Nizar Bouguila,
Djemel Ziou,
Jean Vaillancourt:
Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image Classification.
MLDM 2003: 172-181 |
| 27 | | Mohammed Lamine Kherfi,
Djemel Ziou,
Alan Bernardi:
Combining positive and negative examples in relevance feedback for content-based image retrieval.
J. Visual Communication and Image Representation 14(4): 428-457 (2003) |
| 26 | | François Deschênes,
Djemel Ziou,
P. Fuchs:
Improved estimation of defocus blur and spatial shifts in spatial domain: a homotopy-based approach.
Pattern Recognition 36(9): 2105-2125 (2003) |
| 2002 |
|---|
| 25 | | Marie Flavie Auclair-Fortier,
P. Poulin,
Djemel Ziou,
Madjid Allili:
A Computational Algebraic Topology Model for the Deformation of Curves.
AMDO 2002: 56-67 |
| 24 | | Marie Flavie Auclair-Fortier,
P. Poulin,
Djemel Ziou,
Madjid Allili:
A Computational Algebraic Topology Approach for Optical Flow.
ICPR (1) 2002: 352-355 |
| 23 | | Mohammed Lamine Kherfi,
Djemel Ziou,
Alan Bernardi:
Learning from Negative Example in Relevance Feedback for Content-Based Image Retrieval.
ICPR (2) 2002: 933-936 |
| 22 | | François Deschênes,
Djemel Ziou,
P. Fuchs:
Homotopy-Based Estimation of Depth Cues in Spatial Domain.
ICPR (3) 2002: 627-630 |
| 21 | | Djemel Ziou,
Madjid Allili:
Generating cubical complexes from image data and computation of the Euler number.
Pattern Recognition 35(12): 2833-2839 (2002) |
| 20 | | Ali El Zaart,
Djemel Ziou,
Shengrui Wang,
Qingshan Jiang:
Segmentation of SAR images.
Pattern Recognition 35(3): 713-724 (2002) |
| 2001 |
|---|
| 19 | | Djemel Ziou,
François Deschênes:
Depth from Defocus Estimation in Spatial Domain.
Computer Vision and Image Understanding 81(2): 143-165 (2001) |
| 18 | | Djemel Ziou:
The influence of edge direction on the estimation of edge contrast and orientation.
Pattern Recognition 34(4): 855-863 (2001) |
| 2000 |
|---|
| 17 | | Noureddine Abbadeni,
Djemel Ziou,
Shengrui Wang:
Computational Measures Corresponding to Perceptual Textural Features.
ICIP 2000 |
| 16 | | Djemel Ziou:
Optimal Line Detector.
ICPR 2000: 3534-3537 |
| 15 | | François Deschênes,
Djemel Ziou:
Detection of Line Junctions in Gray-Level Images.
ICPR 2000: 3762-3765 |
| 14 | | Noureddine Abbadeni,
Djemel Ziou,
Shengrui Wang:
Autocovariance-based Perceptual Textural Features Corresponding to Human Visual Perception.
ICPR 2000: 3913-3916 |
| 13 | | François Deschênes,
Djemel Ziou:
Detection of line junctions and line terminations using curvilinear features.
Pattern Recognition Letters 21(6-7): 637-649 (2000) |
| 12 | | T. B. Nguyen,
Djemel Ziou:
Contextual and non-contextual performance evaluation of edge detectors.
Pattern Recognition Letters 21(9): 805-816 (2000) |
| 1999 |
|---|
| 11 | | Mohammed Ouali,
Claude Laurgeau,
Djemel Ziou:
Dense Disparity Estimation Using Gabor Filters and Image Derivatives.
3DIM 1999: 483-489 |
| 10 | | Noureddine Abbadeni,
Djemel Ziou,
Shengrui Wang:
Image Classification and Retrieval on the World Wide Web.
ACM DL 1999: 208-209 |
| 9 | | Mohammed Ouali,
Djemel Ziou,
Claude Laurgeau:
A Cooperative Multiscale Phase-Based Disparity Algorithm.
ICIP (3) 1999: 145-149 |
| 1998 |
|---|
| 8 | | Djemel Ziou,
Shengrui Wang,
Jean Vaillancourt:
Depth from Defocus using the Hermite Transform.
ICIP (2) 1998: 958-962 |
| 1997 |
|---|
| 7 | | Ali El Zaart,
Djemel Ziou,
François Dubeau:
Phase-based disparity estimation: a spatial approach.
ICIP (3) 1997: 244-247 |
| 1996 |
|---|
| 6 | | Djemel Ziou,
Shengrui Wang:
Isotropic Processing for Gradient Estimation.
CVPR 1996: 660-665 |
| 1995 |
|---|
| 5 | | Djemel Ziou,
Salvatore Tabbone:
Adaptive Elimination of False Edges for First Order Detectors.
ICIAP 1995: 89-94 |
| 1994 |
|---|
| 4 | | Djemel Ziou,
Jean-Pierre Fabre:
Effects of edge orientation on the performance of first-order operators.
Pattern Recognition Letters 15(10): 1053-1063 (1994) |
| 1993 |
|---|
| 3 | | Djemel Ziou,
Jean-Pierre Fabre:
Rotation Invariance in Edge Detection.
CAIP 1993: 141-148 |
| 2 | | Djemel Ziou,
Salvatore Tabbone:
A multi-scale edge detector.
Pattern Recognition 26(9): 1305-1314 (1993) |
| 1991 |
|---|
| 1 | | Djemel Ziou:
Line detection using an optimal IIR filter.
Pattern Recognition 24(6): 465-478 (1991) |
