Samia Boukir

Orcid: 0000-0002-0907-081X

According to our database1, Samia Boukir authored at least 36 papers between 1992 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Uncertainty-driven ensemble classification exploiting unlabeled data.
Knowl. Based Syst., November, 2023

Hypothesis Margin-Based Ensemble Method for the Classification of Noisy Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens., 2023

2020
Building bagging on critical instances.
Expert Syst. J. Knowl. Eng., 2020

Boundary bagging to address training data issues in ensemble classification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Identifying and Correcting Mislabeled Satellite Image Data by Iterative Ordering of Ensemble Margins.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Margin-Based Random Forest for Imbalanced Land Cover Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2017
Building an ensemble classifier using ensemble margin. Application to image classification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Ensemble diversity analysis on remote sensing data classification using random forests.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2015
Fast data selection for SVM training using ensemble margin.
Pattern Recognit. Lett., 2015

Identification and correction of mislabeled training data for land cover classification based on ensemble margin.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Texture-based forest cover classification using random forests and ensemble margin.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Class noise removal and correction for image classification using ensemble margin.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Classification of forest structure using very high resolution Pleiades image texture.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Using ensemble margin to explore issues of training data imbalance and mislabeling on large area land cover classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Ensemble margin framework for image classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Détection de changements structurels sur des images satellite haute r ésolution. Application en milieu forestier.
Traitement du Signal, 2013

Margin-based ordered aggregation for ensemble pruning.
Pattern Recognit. Lett., 2013

Modelling-Based Feature Selection for Classification of Forest Structure Using Very High Resolution Multispectral Imagery.
Proceedings of the IEEE International Conference on Systems, 2013

Classification of remote sensing data using margin-based ensemble methods.
Proceedings of the IEEE International Conference on Image Processing, 2013

2010
Une nouvelle méthode d'élagage d'ensemble de classifieurs basée sur le concept de marge.
Traitement du Signal, 2010

Support Vectors Selection for Supervised Learning Using an Ensemble Approach.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A two-pass random forests classification of airborne lidar and image data on urban scenes.
Proceedings of the International Conference on Image Processing, 2010

2006
Compression and Recognition of Spatio-temporal Sequences from Contemporary Ballet.
Int. J. Pattern Recognit. Artif. Intell., 2006

2004
Compression and recognition of dance gestures using a deformable model.
Pattern Anal. Appl., 2004

Deformable Model based Data Compression for Gesture Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Motion compensated film restoration.
Mach. Vis. Appl., 2003

2002
Tracking and MAP reconstruction of line scratches in degraded motion pictures.
Mach. Vis. Appl., 2002

Application of Rigid Motion Geometry to Film Restoration.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Reconstruction of degraded image sequences. Application to film restoration.
Image Vis. Comput., 2001

2000
Film line scratch removal using Kalman filtering and Bayesian restoration.
Proceedings of the Proceedings Fifth IEEE Workshop on Applications of Computer Vision, 2000

1999
Detection and Removal of Line Scratches in Motion Picture Films.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
A local method for contour matching and its parallel implementation.
Mach. Vis. Appl., 1998

1997
Deterioration detection for digital film restoration.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Structure From Controlled Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

1994
Optimal estimation of 3D structures using visual servoing.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1992
Structure from motion using an active vision paradigm.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992


  Loading...