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Samia Boukir
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2020 – today
- 2023
- [j14]Samia Boukir:
Uncertainty-driven ensemble classification exploiting unlabeled data. Knowl. Based Syst. 280: 111007 (2023) - [j13]Wei Feng, Xinting Gao, Samia Boukir, Zhiwei Xie, Yinghui Quan, Wenjiang Huang, Mengdao Xing:
Hypothesis Margin-Based Ensemble Method for the Classification of Noisy Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 61: 1-21 (2023) - 2020
- [j12]Li Guo, Samia Boukir, Alexandre Aussem:
Building bagging on critical instances. Expert Syst. J. Knowl. Eng. 37(2) (2020) - [c22]Samia Boukir, Wei Feng:
Boundary bagging to address training data issues in ensemble classification. ICPR 2020: 9975-9981
2010 – 2019
- 2019
- [c21]Wei Feng, Samia Boukir, W. Huang:
Margin-Based Random Forest for Imbalanced Land Cover Classification. IGARSS 2019: 3085-3088 - [c20]Samia Boukir, Wei Feng:
Identifying and Correcting Mislabeled Satellite Image Data by Iterative Ordering of Ensemble Margins. IGARSS 2019: 3093-3096 - 2017
- [c19]Samia Boukir, Andrew Mellor:
Ensemble diversity analysis on remote sensing data classification using random forests. ICIP 2017: 1302-1306 - [c18]Li Quo, Samia Boukir:
Building an ensemble classifier using ensemble margin. Application to image classification. ICIP 2017: 4492-4496 - 2015
- [j11]Li Guo, Samia Boukir:
Fast data selection for SVM training using ensemble margin. Pattern Recognit. Lett. 51: 112-119 (2015) - [c17]Wei Feng, Samia Boukir:
Class noise removal and correction for image classification using ensemble margin. ICIP 2015: 4698-4702 - [c16]Samia Boukir, Olivier Regniers, Li Guo, Lionel Bombrun, Christian Germain:
Texture-based forest cover classification using random forests and ensemble margin. IGARSS 2015: 3072-3075 - [c15]Wei Feng, Samia Boukir, Li Guo:
Identification and correction of mislabeled training data for land cover classification based on ensemble margin. IGARSS 2015: 4991-4994 - 2014
- [c14]Li Guo, Samia Boukir:
Ensemble margin framework for image classification. ICIP 2014: 4231-4235 - [c13]Andrew Mellor, Samia Boukir, Andrew Haywood, Simon D. Jones:
Using ensemble margin to explore issues of training data imbalance and mislabeling on large area land cover classification. ICIP 2014: 5067-5071 - [c12]Benoit Beguet, Nesrine Chehata, Samia Boukir, Dominique Guyon:
Classification of forest structure using very high resolution Pleiades image texture. IGARSS 2014: 2324-2327 - 2013
- [j10]Li Guo, Samia Boukir:
Margin-based ordered aggregation for ensemble pruning. Pattern Recognit. Lett. 34(6): 603-609 (2013) - [j9]Samia Boukir, Camille Orny, Nesrine Chehata, Dominique Guyon, Jean-Pierre Wigneron:
Détection de changements structurels sur des images satellite haute r ésolution. Application en milieu forestier. Traitement du Signal 30(6): 401-429 (2013) - [c11]Samia Boukir, Li Guo, Nesrine Chehata:
Classification of remote sensing data using margin-based ensemble methods. ICIP 2013: 2602-2606 - [c10]Benoit Beguet, Samia Boukir, Dominique Guyon, Nesrine Chehata:
Modelling-Based Feature Selection for Classification of Forest Structure Using Very High Resolution Multispectral Imagery. SMC 2013: 4294-4299 - 2010
- [j8]Li Guo, Samia Boukir:
Une nouvelle méthode d'élagage d'ensemble de classifieurs basée sur le concept de marge. Traitement du Signal 27(6): 491-514 (2010) - [c9]Li Guo, Nesrine Chehata, Samia Boukir:
A two-pass random forests classification of airborne lidar and image data on urban scenes. ICIP 2010: 1369-1372 - [c8]Li Guo, Samia Boukir, Nesrine Chehata:
Support Vectors Selection for Supervised Learning Using an Ensemble Approach. ICPR 2010: 37-40
2000 – 2009
- 2006
- [j7]Frédéric Chenevière, Samia Boukir, Bertrand Vachon:
Compression and Recognition of Spatio-temporal Sequences from Contemporary Ballet. Int. J. Pattern Recognit. Artif. Intell. 20(5): 727-746 (2006) - 2004
- [j6]Samia Boukir, Frédéric Chenevière:
Compression and recognition of dance gestures using a deformable model. Pattern Anal. Appl. 7(3): 308-316 (2004) - [c7]Frédéric Chenevière, Samia Boukir:
Deformable Model based Data Compression for Gesture Recognition. ICPR (4) 2004: 541-544 - 2003
- [j5]Olivier Buisson, Samia Boukir, Bernard Besserer:
Motion compensated film restoration. Mach. Vis. Appl. 13(4): 201-212 (2003) - 2002
- [j4]Laurent Joyeux, Samia Boukir, Bernard Besserer:
Tracking and MAP reconstruction of line scratches in degraded motion pictures. Mach. Vis. Appl. 13(3): 119-128 (2002) - [c6]Samia Boukir, David Suter:
Application of Rigid Motion Geometry to Film Restoration. ICPR (1) 2002: 360-363 - 2001
- [j3]Laurent Joyeux, Samia Boukir, Bernard Besserer, Olivier Buisson:
Reconstruction of degraded image sequences. Application to film restoration. Image Vis. Comput. 19(8): 503-516 (2001) - 2000
- [c5]Laurent Joyeux, Samia Boukir, Bernard Besserer:
Film line scratch removal using Kalman filtering and Bayesian restoration. WACV 2000: 8-13
1990 – 1999
- 1999
- [c4]Laurent Joyeux, Olivier Buisson, Bernard Besserer, Samia Boukir:
Detection and Removal of Line Scratches in Motion Picture Films. CVPR 1999: 1548-1553 - 1998
- [j2]Samia Boukir, Patrick Bouthemy, François Chaumette, Didier Juvin:
A local method for contour matching and its parallel implementation. Mach. Vis. Appl. 10(5/6): 321-330 (1998) - 1997
- [c3]Olivier Buisson, Bernard Besserer, Samia Boukir, F. Helt:
Deterioration detection for digital film restoration. CVPR 1997: 78-84 - 1996
- [j1]François Chaumette, Samia Boukir, Patrick Bouthemy, Didier Juvin:
Structure From Controlled Motion. IEEE Trans. Pattern Anal. Mach. Intell. 18(5): 492-504 (1996) - 1994
- [c2]François Chaumette, Samia Boukir, Patrick Bouthemy, Didier Juvin:
Optimal estimation of 3D structures using visual servoing. CVPR 1994: 347-354 - 1992
- [c1]François Chaumette, Samia Boukir:
Structure from motion using an active vision paradigm. ICPR (1) 1992: 41-44
Coauthor Index
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