Samia Boukir - RankMe

36 papers A* 3A 1B 10C 5Journal 14Unranked 3

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Hypothesis Margin-Based Ensemble Method for the Classification of Noisy Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. Wei Feng, Xinting Gao, Samia Boukir, Zhiwei Xie, Yinghui Quan, Wenjiang Huang, Mengdao Xing
2023	J	`jnl`	Uncertainty-driven ensemble classification exploiting unlabeled data. Knowl. Based Syst. Samia Boukir
2020	B	`conf`	Boundary bagging to address training data issues in ensemble classification. ICPR Samia Boukir, Wei Feng
2020	J	`jnl`	Building bagging on critical instances. Expert Syst. J. Knowl. Eng. Li Guo, Samia Boukir, Alexandre Aussem
2019	C	`conf`	Identifying and Correcting Mislabeled Satellite Image Data by Iterative Ordering of Ensemble Margins. IGARSS Samia Boukir, Wei Feng
2019	C	`conf`	Margin-Based Random Forest for Imbalanced Land Cover Classification. IGARSS Wei Feng, Samia Boukir, W. Huang
2017	B	`conf`	Building an ensemble classifier using ensemble margin. Application to image classification. ICIP Li Quo, Samia Boukir
2017	B	`conf`	Ensemble diversity analysis on remote sensing data classification using random forests. ICIP Samia Boukir, Andrew Mellor
2015	B	`conf`	Class noise removal and correction for image classification using ensemble margin. ICIP Wei Feng, Samia Boukir
2015	J	`jnl`	Fast data selection for SVM training using ensemble margin. Pattern Recognit. Lett. Li Guo, Samia Boukir
2015	C	`conf`	Identification and correction of mislabeled training data for land cover classification based on ensemble margin. IGARSS Wei Feng, Samia Boukir, Li Guo
2015	C	`conf`	Texture-based forest cover classification using random forests and ensemble margin. IGARSS Samia Boukir, Olivier Regniers, Li Guo, Lionel Bombrun, Christian Germain
2014	C	`conf`	Classification of forest structure using very high resolution Pleiades image texture. IGARSS Benoit Beguet, Nesrine Chehata, Samia Boukir, Dominique Guyon
2014	B	`conf`	Ensemble margin framework for image classification. ICIP Li Guo, Samia Boukir
2014	B	`conf`	Using ensemble margin to explore issues of training data imbalance and mislabeling on large area land cover classification. ICIP Andrew Mellor, Samia Boukir, Andrew Haywood, Simon D. Jones
2013	B	`conf`	Classification of remote sensing data using margin-based ensemble methods. ICIP Samia Boukir, Li Guo, Nesrine Chehata
2013	J	`jnl`	Détection de changements structurels sur des images satellite haute r ésolution. Application en milieu forestier. Traitement du Signal Samia Boukir, Camille Orny, Nesrine Chehata, Dominique Guyon, Jean-Pierre Wigneron
2013	J	`jnl`	Margin-based ordered aggregation for ensemble pruning. Pattern Recognit. Lett. Li Guo, Samia Boukir
2013	B	`conf`	Modelling-Based Feature Selection for Classification of Forest Structure Using Very High Resolution Multispectral Imagery. SMC Benoit Beguet, Samia Boukir, Dominique Guyon, Nesrine Chehata
2010	B	`conf`	A two-pass random forests classification of airborne lidar and image data on urban scenes. ICIP Li Guo, Nesrine Chehata, Samia Boukir
2010	B	`conf`	Support Vectors Selection for Supervised Learning Using an Ensemble Approach. ICPR Li Guo, Samia Boukir, Nesrine Chehata
2010	J	`jnl`	Une nouvelle méthode d'élagage d'ensemble de classifieurs basée sur le concept de marge. Traitement du Signal Li Guo, Samia Boukir
2006	J	`jnl`	Compression and Recognition of Spatio-temporal Sequences from Contemporary Ballet. Int. J. Pattern Recognit. Artif. Intell. Frédéric Chenevière, Samia Boukir, Bertrand Vachon
2004	J	`jnl`	Compression and recognition of dance gestures using a deformable model. Pattern Anal. Appl. Samia Boukir, Frédéric Chenevière
2004	—	`conf`	Deformable Model based Data Compression for Gesture Recognition. ICPR (4) Frédéric Chenevière, Samia Boukir
2003	J	`jnl`	Motion compensated film restoration. Mach. Vis. Appl. Olivier Buisson, Samia Boukir, Bernard Besserer
2002	—	`conf`	Application of Rigid Motion Geometry to Film Restoration. ICPR (1) Samia Boukir, David Suter
2002	J	`jnl`	Tracking and MAP reconstruction of line scratches in degraded motion pictures. Mach. Vis. Appl. Laurent Joyeux, Samia Boukir, Bernard Besserer
2001	J	`jnl`	Reconstruction of degraded image sequences. Application to film restoration. Image Vis. Comput. Laurent Joyeux, Samia Boukir, Bernard Besserer, Olivier Buisson
2000	A	`conf`	Film line scratch removal using Kalman filtering and Bayesian restoration. WACV Laurent Joyeux, Samia Boukir, Bernard Besserer
1999	A*	`conf`	Detection and Removal of Line Scratches in Motion Picture Films. CVPR Laurent Joyeux, Olivier Buisson, Bernard Besserer, Samia Boukir
1998	J	`jnl`	A local method for contour matching and its parallel implementation. Mach. Vis. Appl. Samia Boukir, Patrick Bouthemy, François Chaumette, Didier Juvin
1997	A*	`conf`	Deterioration detection for digital film restoration. CVPR Olivier Buisson, Bernard Besserer, Samia Boukir, F. Helt
1996	J	`jnl`	Structure From Controlled Motion. IEEE Trans. Pattern Anal. Mach. Intell. François Chaumette, Samia Boukir, Patrick Bouthemy, Didier Juvin
1994	A*	`conf`	Optimal estimation of 3D structures using visual servoing. CVPR François Chaumette, Samia Boukir, Patrick Bouthemy, Didier Juvin
1992	—	`conf`	Structure from motion using an active vision paradigm. ICPR (1) François Chaumette, Samia Boukir