T. Bailey and H. Durrant-whyte, Simultaneous localization and mapping (SLAM): part II, IEEE Robotics & Automation Magazine, vol.13, issue.3, pp.108-117, 2006.
DOI : 10.1109/MRA.2006.1678144

H. Durrant-whyte and T. Bailey, Simultaneous localization and mapping: part I, IEEE Robotics & Automation Magazine, vol.13, issue.2, pp.99-110, 2006.
DOI : 10.1109/MRA.2006.1638022

C. Cadena, L. Carlone, H. Carrillo, Y. Latif, D. Scaramuzza et al., Past, Present, and Future of Simultaneous Localization and Mapping: Toward the Robust-Perception Age, IEEE Transactions on Robotics, vol.32, issue.6, pp.1309-1332, 2016.
DOI : 10.1109/TRO.2016.2624754

M. Montemerlo, S. Thrun, D. Koller, and B. Wegbreit, FastSLAM: A factored solution to the simultaneous localization and mapping problem, Proc. of 8th National Conference on Artificial Intelligence/14th Conference on Innovative Applications of Artificial Intelligence, pp.593-598, 2002.

Z. Alsayed, G. Bresson, F. Nashashibi, and A. Verroust-blondet, PML- SLAM: a solution for localization in large-scale urban environments, Proceedings of the 7th Workshop on Planning, Perception and Navigation for Intelligent Vehicles, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01202038

J. Xie, F. Nashashibi, M. Parent, and O. G. Favrot, A real-time robust global localization for autonomous mobile robots in large environments, 2010 11th International Conference on Control Automation Robotics & Vision, pp.1397-1402, 2010.
DOI : 10.1109/ICARCV.2010.5707329

URL : https://hal.archives-ouvertes.fr/hal-00558603

T. Vu, Vehicle perception: Localization, mapping with detection, classification and tracking of moving objects, 2009.
URL : https://hal.archives-ouvertes.fr/tel-00454238

C. Wang, C. Thorpe, and A. Suppe, Ladar-based detection and tracking of moving objects from a ground vehicle at high speeds, Intelligent Vehicles Symposium, pp.416-421, 2003.

C. Wang, C. Thorpe, and S. Thrun, Online simultaneous localization and mapping with detection and tracking of moving objects: Theory and results from a ground vehicle in crowded urban areas, Robotics and Automation, 2003. Proceedings. ICRA'03. IEEE International Conference on, pp.842-849, 2003.

G. Trehard, Z. Alsayed, E. Pollard, B. Bradai, and F. Nashashibi, Credibilist simultaneous Localization And Mapping with a LIDAR, 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp.2699-2706, 2014.
DOI : 10.1109/IROS.2014.6942931

URL : https://hal.archives-ouvertes.fr/hal-01067931

G. Grisetti, R. Kummerle, C. Stachniss, and W. Burgard, A Tutorial on Graph-Based SLAM, IEEE Intelligent Transportation Systems Magazine, vol.2, issue.4, pp.31-43, 2010.
DOI : 10.1109/MITS.2010.939925

S. Roumeliotis, Sensor fault detection and identification in a mobile robot, Proceedings. 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, Practice and Applications (Cat. No.98CH36190), pp.2-7, 1998.
DOI : 10.1109/IROS.1998.724781

P. Goel, G. Dedeoglu, S. Roumeliotis, and G. Sukhatme, Fault detection and identification in a mobile robot using multiple model estimation and neural network, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065), pp.2302-2309, 2000.
DOI : 10.1109/ROBOT.2000.846370

P. Sundvall and P. Jensfelt, Fault detection for mobile robots using redundant positioning systems, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006., pp.3781-3786, 2006.
DOI : 10.1109/ROBOT.2006.1642280

Y. Morales, E. Takeuchi, and T. Tsubouchi, Vehicle localization in outdoor woodland environments with sensor fault detection, 2008 IEEE International Conference on Robotics and Automation, pp.449-454, 2008.
DOI : 10.1109/ROBOT.2008.4543248

]. A. Jabbari, R. Jedermann, and W. Lang, Application of Computational Intelligence for Sensor Fault Detection and Isolation, Proceedings of World Academy of Science, Engineering and Technology, pp.503-508, 2007.

L. Wei, C. Cappelle, and Y. Ruichek, Camera/Laser/GPS Fusion Method for Vehicle Positioning Under Extended NIS-Based Sensor Validation, IEEE Transactions on Instrumentation and Measurement, vol.62, issue.11, pp.3110-3122, 2013.
DOI : 10.1109/TIM.2013.2265476

G. Bresson, M. C. Rahal, D. Gruyer, M. Revilloud, and Z. Alsayed, A cooperative fusion architecture for robust localization: Application to autonomous driving, 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), pp.859-866
DOI : 10.1109/ITSC.2016.7795656

URL : https://hal.archives-ouvertes.fr/hal-01379322

H. Samet and M. Tamminen, Efficient component labeling of images of arbitrary dimension represented by linear bintrees Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol.10, issue.4, pp.579-586, 1988.

D. Freedman, Statistical Models: Theory and Practice, 2009.
DOI : 10.1017/CBO9780511815867

G. Taubin, Estimation of planar curves, surfaces, and nonplanar space curves defined by implicit equations with applications to edge and range image segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.13, issue.11, pp.1115-1138, 1991.
DOI : 10.1109/34.103273

A. Sharadqah and N. Chernov, Error analysis for circle fitting algorithms, Electronic Journal of Statistics, vol.3, issue.0, pp.886-911, 2009.
DOI : 10.1214/09-EJS419

C. H. Reinsch, Smoothing by spline functions. II, Numerische Mathematik, vol.52, issue.5, pp.451-454, 1971.
DOI : 10.1007/BF02169154

E. Alpaydin and E. Alpaydin, Introduction to Machine Learning (Adaptive Computation and Machine Learning Series), 2008.

W. Yoo, B. A. Ference, M. L. Cote, and A. Schwartz, A comparison of logistic regression, logic regression, classification tree, and random forests to identify effective gene-gene and gene-environmental interactions, International journal of applied science and technology, vol.2, issue.7, p.268, 2012.

A. Geiger, P. Lenz, C. Stiller, and R. Urtasun, Vision meets robotics: The KITTI dataset, The International Journal of Robotics Research, vol.14, issue.3, pp.1231-1237, 2013.
DOI : 10.1177/027836499501400301