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Xavier SAVATIER

65
Documents

Présentation

- Head of a research team in perception and robotics at ESIGELEC - Extensive experience in partnership and contract research in connection with the automotive, transport and defence sectors - Supervision and co-direction of ~20 theses (including 10 defended) - Coordinator of the French Viking team for the Argos international robotics challenge with TOTAL (<https://www.total.com/en/dossiers/argos-challenge-building-tomorrows-oil-and-gas-robot>) - Co-pilot of the Domain 2 committee - delegated driving vehicle - of the VEDECOM institute - Strong expertise in autonomous robotics, self-driving cars, perception (vision, lidar) and inertial sensors

Publications

Particle filter meets hybrid octrees: an octree-based ground vehicle localization approach without learning

Vincent Vauchey , Yohan Dupuis , Pierre Merriaux , Xavier Savatier
Applied Intelligence, 2023, 53 (23), pp.27982-27997. ⟨10.1007/s10489-023-04622-4⟩
Article dans une revue sfo-04387607v1
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A Vision-Based System for Robot Localization in Large Industrial Environments

Rémi Boutteau , Romain Rossi , Lei Qin , Pierre Merriaux , Xavier Savatier
Journal of Intelligent and Robotic Systems, 2020, 99, pp.359-370. ⟨10.1007/s10846-019-01114-x⟩
Article dans une revue hal-02388672v1
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Deep Learning for Real-Time 3D Multi-Object Detection, Localisation, and Tracking: Application to Smart Mobility

Antoine Mauri , Redouane Khemmar , Benoit Decoux , Nicolas Ragot , Romain Rossi
Sensors, 2020, 20 (2), pp.532. ⟨10.3390/s20020532⟩
Article dans une revue hal-02446258v1
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Camera Pose Estimation Based on PnL With a Known Vertical Direction

Louis Lecrosnier , Rémi Boutteau , Pascal Vasseur , Xavier Savatier , Friedrich Fraundorfer
IEEE Robotics and Automation Letters, 2019, 4 (4), pp.3852-3859. ⟨10.1109/LRA.2019.2929982⟩
Article dans une revue hal-02286139v1

ADAS multi-sensor fusion system-based security and energy optimisation for an electric vehicle

Adnane Cabani , Redouane Khemmar , Jean Yves Ertaud , Romain Rossi , Xavier Savatier
International Journal of Vehicle Autonomous Systems, 2019, 14 (4), pp.345. ⟨10.1504/IJVAS.2019.102445⟩
Article dans une revue hal-02302091v1

Static and Dynamic Evaluation of an UWB Localization System for Industrial Applications

Mickael Delamare , Rémi Boutteau , Xavier Savatier , Nicolas Iriart
SCI Nursing, 2019, 1 (3), pp.62. ⟨10.3390/sci1030062⟩
Article dans une revue hal-02351169v1

Analytic model for optimizing a long-range, pulsed LiDAR scanner for small object detection

Alain Quentel , Olivier Maurice , Xavier Savatier
Applied optics, 2019, 58 (20), pp.5496. ⟨10.1364/AO.58.005496⟩
Article dans une revue hal-02178392v1
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The VIKINGS Autonomous Inspection Robot: Competing in the ARGOS Challenge

Merriaux Pierre , Romain Rossi , Rémi Boutteau , Vincent Vauchey , Lei Qin
IEEE Robotics and Automation Magazine, 2019, 26 (1), pp.21-34. ⟨10.1109/MRA.2018.2877189⟩
Article dans une revue hal-01985234v1
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Robust Robot Localization in a Complex Oil and Gas Industrial Environment

Pierre Merriaux , Yohan Dupuis , Rémi Boutteau , Pascal Vasseur , Xavier Savatier
Journal of Field Robotics, 2018, 35 (2), pp.213-230
Article dans une revue hal-01535781v1
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Visual Odometry and Place Recognition Fusion for Vehicle Position Tracking in Urban Environments

Safa Ouerghi , Rémi Boutteau , Xavier Savatier , Fethi Tlili
Sensors, 2018, 18 (4), pp.939. ⟨10.3390/s18040939⟩
Article dans une revue hal-01741007v1

An extension of kernel learning methods using a modified Log-Euclidean distance for fast and accurate skeleton-based Human Action Recognition

Enjie Ghorbel , Jacques Boonaert , Rémi Boutteau , Stéphane Lecoeuche , Xavier Savatier
Computer Vision and Image Understanding, 2018, 175, pp.32-43. ⟨10.1016/j.cviu.2018.09.004⟩
Article dans une revue hal-01957644v1
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Kinematic Spline Curves: A temporal invariant descriptor for fast action recognition

Enjie Ghorbel , Rémi Boutteau , Jacques Boonaert , Xavier Savatier , Stéphane Lecoeuche
Image and Vision Computing, 2018, 77, pp.60-71. ⟨10.1016/j.imavis.2018.06.004⟩
Article dans une revue hal-01860250v1
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A Study of Vicon System Positioning Performance

Pierre Merriaux , Yohan Dupuis , Rémi Boutteau , Pascal Vasseur , Xavier Savatier
Sensors, 2017, 17 (7), ⟨10.3390/s17071591⟩
Article dans une revue hal-01710399v1
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PHROG: A Multimodal Feature for Place Recognition

Fabien Bonardi , Samia Ainouz , Rémi Boutteau , Yohan Dupuis , Xavier Savatier
Sensors, 2017, 17, pp.1167 - 1167. ⟨10.3390/s17051167⟩
Article dans une revue hal-01535910v1
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Face Detection & Recognition based on Fusion of Omnidirectional & PTZ Vision Sensors and Heteregenous Database

Redouane Khemmar , Jean Yves Ertaud , Xavier Savatier
International Journal of Computer Applications, 2013, 61
Article dans une revue hal-02343543v1

Robust Radial Face Detection for Omnidirectional Vision

Yohan Dupuis , Xavier Savatier , Jean-Yves Ertaud , Pascal Vasseur
IEEE Transactions on Image Processing, 2013, 22 (5), pp.1808 - 1821. ⟨10.1109/TIP.2012.2236344⟩
Article dans une revue hal-01870959v1

Plenoptic cameras in real-time robotics

Fengchun Dong , Sio-Hoi Ieng , Xavier Savatier , Ralph Etienne-Cummings , Ryad Benosman
The International Journal of Robotics Research, 2012, 32 (2), pp.206 - 217. ⟨10.1177/0278364912469420⟩
Article dans une revue hal-01870988v1
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An Omnidirectional Stereoscopic System for Mobile Robot Navigation

Rémi Boutteau , Xavier Savatier , Jean-Yves Ertaud , Belahcene Mazari
Sensors & Transducers., 2009
Article dans une revue hal-01710395v1

A New Portable Device for Assessing Locomotor Performance

M. L'Hermette , Xavier Savatier , L. Baudry , C. Tourny-Chollet , F. Dujardin
International Journal of Sports Medicine, 2008, 29 (4), pp.322 - 326. ⟨10.1055/s-2007-965336⟩
Article dans une revue hal-01871000v1
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Comparative Study of a commercial tracking camera and ORB-SLAM2 for person localization

Safa Ouerghi , Nicolas Ragot , Rémi Boutteau , Xavier Savatier
15th International Conference on Computer Vision Theory and Applications, Feb 2020, Valletta, France. pp.357-364, ⟨10.5220/0008980703570364⟩
Communication dans un congrès hal-02567816v1
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Vision based vehicle relocalization in 3D line-feature map using Perspective-n-Line with a known vertical direction

Louis Lecrosnier , Rémi Boutteau , Pascal Vasseur , Xavier Savatier , Friedrich Fraundorfer
2019 IEEE Intelligent Transportation Systems Conference - ITSC, Oct 2019, Auckland, New Zealand. pp.1263-1269, ⟨10.1109/ITSC.2019.8916886⟩
Communication dans un congrès hal-02388633v1
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Evaluation of an UWB localization system in Static/Dynamic

Mickaël Delamare , Rémi Boutteau , Xavier Savatier , Nicolas Iriart
International Conference on Indoor Positioning and Indoor Navigation (IPIN), Sep 2019, Pisa, Italy
Communication dans un congrès hal-02351568v1
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Camera pose estimation based on PnL with a known vertical direction

Louis Lecrosnier , Rémi Boutteau , Pascal Vasseur , Xavier Savatier , Friedrich Fraundorfer
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Nov 2019, Macau, China
Communication dans un congrès hal-02401918v1
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VIKINGS: An Autonomous Inspection Robot for the ARGOS Challenge

Pierre Merriaux , Romain Rossi , Rémi Boutteau , Vincent Vauchey , Lei Qin
IEEE International Conference on Robotics and Automation (ICRA), May 2019, Montreal, Canada
Communication dans un congrès hal-02143413v1
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Synchronisation et calibrage entre un Lidar 3D et une centrale inertielle pour la localisation précise d'un véhicule autonome

Pierre Merriaux , Rémi Boutteau , Romain Rossi , Guillaume Coru , Vincent Vauchey
Journées scientifiques d'URSI-France (Géolocalisation et Navigation dans l'Espace et le Temps), Mar 2018, Meudon, France
Communication dans un congrès hal-01757933v1

L’usage de la réalité augmentée et de la réalité virtuelle pour des opérations en milieu industriel

Vincent Havard , Xavier Savatier , Benoit Jeanne , David Baudry
Journée RA/RV, CESI Nanterre, Nov 2017, Nanterre, France
Communication dans un congrès hal-04109457v1
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CUDA Accelerated Visual Egomotion Estimation for Robotic Navigation

Safa Ouerghi , Rémi Boutteau , Xavier Savatier , Fethi Tlili
12th International Conference on Computer Vision Theory and Applications, Feb 2017, Porto, Portugal. pp.107-114, ⟨10.5220/0006171501070114⟩
Communication dans un congrès hal-01712334v1

Biometrie authentication platform-based multisensor fusion

Redouane Khemmar , Fabien Bonardi , Jean-Yves Ertaud , Xavier Savatier
2017 Seventh International Conference on Emerging Security Technologies (EST), Sep 2017, Canterbury, France. ⟨10.1109/EST.2017.8090422⟩
Communication dans un congrès hal-01871013v1
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A Novel Global Image Description Approach for Long Term Vehicle Localization

Fabien Bonardi , Samia Ainouz , Rémi Boutteau , Yohan Dupuis , Xavier Savatier
EUSIPCO 2017, Aug 2017, Kos, Greece. ⟨10.23919/EUSIPCO.2017.8081319⟩
Communication dans un congrès hal-01592116v1
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CUDA-based SeqSLAM for Real-Time Place Recognition

Safa Ouerghi , Rémi Boutteau , Fethi Tlili , Xavier Savatier
International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, May 2017, Plzen, Czech Republic
Communication dans un congrès hal-01712346v1
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Localisation visuelle multimodale à long terme

Fabien Bonardi , Samia Ainouz , Rémi Boutteau , Yohan Dupuis , Xavier Savatier
GRETSI 2017, Sep 2017, Juan-les-Pins, France
Communication dans un congrès hal-01592113v1

Inoovas - Industrial ontology for operation in virtual and augmented scene: The architecture

Vincent Havard , Benoit Jeanne , Xavier Savatier , David Baudry
2017 4th International Conference on Control, Decision and Information Technologies (CoDIT), Apr 2017, Barcelona, France. pp.0300-0305, ⟨10.1109/CoDIT.2017.8102608⟩
Communication dans un congrès hal-04098059v1
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Correction de nuages de points lidar embarqué sur véhicule pour la reconstruction d'environnement 3D vaste

Pierre Merriaux , Yohan Dupuis , Rémi Boutteau , Pascal Vasseur , Xavier Savatier
Reconnaissance de Formes et Intelligence Artificielle (RFIA), Jun 2016, Clermont-Ferrand, France
Communication dans un congrès hal-01906323v1
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A fast and accurate motion descriptor for human action recognition applications

Enjie Ghorbel , Rémi Boutteau , Jacques Bonnaert , Xavier Savatier , Stéphane Lecoeuche
2016 23rd International Conference on Pattern Recognition (ICPR), Dec 2016, Cancun, Mexico. ⟨10.1109/ICPR.2016.7899753⟩
Communication dans un congrès hal-01712327v1
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Absolute Localization using Visual Data for Autonomous Vehicles

Safa Ouerghi , Rémi Boutteau , Pierre Merriaux , Nicolas Ragot , Xavier Savatier
International Conference on Computer Vision Theory and Applications, Feb 2016, Rome, Italy. ⟨10.5220/0005682105950601⟩
Communication dans un congrès hal-01710421v1
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Vers une reconnaissance en ligne d'actions à partir de caméras RGB-D

Enjie Ghorbel , Rémi Boutteau , Jacques Boonaert , Xavier Savatier , Stéphane Lecoeuche
Reconnaissance de Formes et Intelligence Artificielle, Jun 2016, Clermont Ferrand, France
Communication dans un congrès hal-01713922v1

Fast and robust vehicle positioning on graph-based representation of drivable maps

P. Merriaux , Y. Dupuis , P. Vasseur , Xavier Savatier
2015 IEEE International Conference on Robotics and Automation (ICRA), May 2015, Seattle, France. ⟨10.1109/ICRA.2015.7139578⟩
Communication dans un congrès hal-01871012v1

Vehicle Positioning in Road Networks without GPS

Dupuis Yohan , Pierre Merriaux , Pascal Vasseur , Xavier Savatier
2015 IEEE 18th International Conference on Intelligent Transportation Systems - (ITSC 2015), Sep 2015, Gran Canaria, France. ⟨10.1109/ITSC.2015.293⟩
Communication dans un congrès hal-01871005v1
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Localisation robuste en milieu industriel complexe

Pierre Merriaux , Yohan Dupuis , Rémi Boutteau , Pascal Vasseur , Xavier Savatier
Colloque GRETSI, Sep 2015, Lyon, France
Communication dans un congrès hal-01875375v1
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3D real-time human action recognition using a spline interpolation approach

Enjie Ghorbel , Rémi Boutteau , Jacques Boonaert , Xavier Savatier , Stéphane Lecoeuche
2015 International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2015, Orleans, France. ⟨10.1109/IPTA.2015.7367097⟩
Communication dans un congrès hal-01710419v1

Robotic Demonstration of Collision Avoidance Based on Differential Games

Stéphane Le Ménec , Victor Lecointre , Rémi Boutteau , Xavier Savatier , Luc Jaulin
International Symposium on Dynamic Games and Applications, Jul 2014, Amsterdam, Netherlands
Communication dans un congrès hal-01713912v1

VEHICLE TRACKING BASED RFID TECHNOLOGY AND ITS APPLICATION ON AUTOMOTIVE SUPPLY CHAIN

Redouane Khemmar , Fadoua Bouzbouz , Nicolas Ragot , Xavier Savatier
10th ITS European Congress, Helsinki, Finland 16–19 June 2014, Jun 2014, Helsinki, Finland
Communication dans un congrès hal-03612723v1

Vehicle-Hardware-In-The-Loop system for ADAS prototyping and validation

Clément Galko , Romain Rossi , Xavier Savatier
2014 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS XIV), Jul 2014, Agios Konstantinos, Greece. ⟨10.1109/SAMOS.2014.6893229⟩
Communication dans un congrès hal-01762183v1

Wheel odometry-based car localization and tracking on vectorial map

P. Merriaux , Y. Dupuis , P. Vasseur , Xavier Savatier
2014 IEEE 17th International Conference on Intelligent Transportation Systems (ITSC), Oct 2014, Qingdao, France. pp.1890-1891, ⟨10.1109/ITSC.2014.6957971⟩
Communication dans un congrès hal-02289902v1

LA RFID AU SERVICE DU TERMINAL ROULIER DU GPMH

Redouane Khemmar , Fadoua Bouzbouz , Nicolas Ragot , Xavier Savatier
ATEC ITS France, Jan 2014, paris, France
Communication dans un congrès hal-03612729v1
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GPS-based preliminary map estimation for autonomous vehicle mission preparation

Yohan Dupuis , Pierre Merriaux , Peggy Subirats , Rémi Boutteau , Xavier Savatier
2014 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2014), Sep 2014, Chicago, United States. ⟨10.1109/IROS.2014.6943160⟩
Communication dans un congrès hal-01710415v1
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IMU/LIDAR based positioning of a gangway for maintenance operations on wind farms

Pierre Merriaux , Rémi Boutteau , Pascal Vasseur , Xavier Savatier
2014 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2014), Sep 2014, Chicago, United States. ⟨10.1109/IROS.2014.6943156⟩
Communication dans un congrès hal-01710416v1
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Algorithme de positionnement d'une passerelle à mouvements compensés à partir de mesures inertielles et lidar pour les opérations de maintenance des parcs éoliens offshore

Pierre Merriaux , Rémi Boutteau , Pascal Vasseur , Xavier Savatier
Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, Rouen, France
Communication dans un congrès hal-00989108v1
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From autonomous robotics toward autonomous cars

Assia Belbachir , Rémi Boutteau , Pierre Merriaux , Jean-Marc Blosseville , Xavier Savatier
2013 IEEE Intelligent Vehicles Symposium (IV), Jun 2013, Gold Coast City, Australia. ⟨10.1109/IVS.2013.6629656⟩
Communication dans un congrès hal-01710403v1
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Détection radiale de visages sur images omnidirectionnelles

Y. Dupuis , Xavier Savatier , Jean-Yves Ertaud , Pascal Vasseur
Orasis, Congrès des jeunes chercheurs en vision par ordinateur, Jun 2013, Cluny, France
Communication dans un congrès hal-00829350v1
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A Dynamic Programming Algorithm Applied to Omnidirectional Vision for Dense 3D Reconstruction

Rémi Boutteau , Xavier Savatier , Jean-Yves Ertaud
2013 2nd IAPR Asian Conference on Pattern Recognition (ACPR), Nov 2013, Naha, Japan. ⟨10.1109/ACPR.2013.170⟩
Communication dans un congrès hal-01710409v1
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Road-line detection and 3D reconstruction using fisheye cameras

Rémi Boutteau , Xavier Savatier , Fabien Bonardi , Jean-Yves Ertaud
2013 16th International IEEE Conference on Intelligent Transportation Systems - (ITSC 2013), Oct 2013, The Hague, Netherlands. ⟨10.1109/ITSC.2013.6728376⟩
Communication dans un congrès hal-01710406v1

Demonstration of the Salvo Enhanced No Escape Zone Concept using ground mobile robots

Xavier Savatier , Rémi Boutteau , Pierre Merriaux , Stéphane Le Ménec
Fifteenth International Symposium on Dynamic Games and Applications (SDG 2012), Jul 2012, Bysice, Czech Republic
Communication dans un congrès hal-01713897v1

A Segmentation Method of Catadioptric Images for Gait Recognition in Unconstrained Environment

Yohan Dupuis , Xavier Savatier , Jean-Yves Ertaud , Ghaleb Hoblos
2010 International Conference on Emerging Security Technologies (EST), Sep 2010, Canterbury, United Kingdom. pp.24-29, ⟨10.1109/EST.2010.34⟩
Communication dans un congrès hal-02331929v1
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Fusion of Omnidirectional and PTZ Cameras for Face Detection and Tracking

Amine Iraqui , Yohan Dupuis , Rémi Boutteau , Jean-Yves Ertaud , Xavier Savatier
2010 International Conference on Emerging Security Technologies (EST), Sep 2010, Canterbury, United Kingdom. ⟨10.1109/EST.2010.16⟩
Communication dans un congrès hal-01710402v1
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Real-time 3D reconstruction for mobile robot using catadioptric cameras

Romain Rossi , Xavier Savatier , Jean-Yves Ertaud , Bélhacène Mazari
2009 IEEE International Workshop on Robotic and Sensors Environments (ROSE 2009), Nov 2009, Lecco, Italy. ⟨10.1109/ROSE.2009.5355981⟩
Communication dans un congrès hal-01762188v1
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Conception d'un capteur catadioptrique pour une observation optimale du conducteur et de la scène de conduite

Jean-Francois Layerle , Xavier Savatier , Jean-Yves Ertaud , El Mustapha Mouaddib
ORASIS'09 - Congrès des jeunes chercheurs en vision par ordinateur, 2009, Trégastel, France, France
Communication dans un congrès inria-00404611v1
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Catadioptric Sensor for a Simultaneous Tracking of the Driver's Face and the Road Scene

Jean-Francois Layerle , Xavier Savatier , Jean-Yves Ertaud , El Mustapha Mouaddib
The 8th Workshop on Omnidirectional Vision, Camera Networks and Non-classical Cameras - OMNIVIS, Rahul Swaminathan and Vincenzo Caglioti and Antonis Argyros, Oct 2008, Marseille, France
Communication dans un congrès inria-00325332v1
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An omnidirectional stereoscopic system for mobile robot navigation

Rémi Boutteau , Xavier Savatier , Jean-Yves Ertaud , Bélahcène Mazari
2008 International Workshop on Robotic and Sensors Environments (ROSE), Oct 2008, Ottawa, Canada. ⟨10.1109/ROSE.2008.4669195⟩
Communication dans un congrès hal-01710400v1
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3D volumetric reconstruction with a catadioptric stereovision sensor

Romain Rossi , Nicolas Ragot , Xavier Savatier , Jean-Yves Ertaud , Bélahcène Mazari
2008 IEEE International Symposium on Industrial Electronics (ISIE 2008), Jun 2008, Cambridge, United Kingdom. ⟨10.1109/ISIE.2008.4677128⟩
Communication dans un congrès hal-01762165v1
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CUDA-Accelerated Feature-Based Egomotion Estimation

Safa Ouerghi , Rémi Boutteau , Xavier Savatier , Fethi Tlili
Computer Vision, Imaging and Computer Graphics – Theory and Applications, 12th International Joint Conference, VISIGRAPP 2017, Porto, Portugal, February 27 – March 1, 2017, Revised Selected Papers, 2019
Chapitre d'ouvrage hal-02001134v1
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Vehicle Hardware-In-the-Loop System for ADAS Virtual Testing

Romain Rossi , Clément Galko , Hariharan Narasimman , Xavier Savatier
uillermo Payá-Vayá; Holger Blume. Towards a Common Software/Hardware Methodology for Future Advanced Driver Assistance Systems, River Publishers, pp.251-267, 2017, 9788793519138. ⟨10.13052/rp-9788793519138⟩
Chapitre d'ouvrage hal-02092923v1

Augmented Industrial Maintenance (AIM): A Case Study for Evaluating and Comparing with Paper and Video Media Supports

Vincent Havard , David Baudry , Xavier Savatier , Benoit Jeanne , Anne Louis
Augmented Reality, Virtual Reality, and Computer Graphics. AVR 2016. Lecture Notes in Computer Science, vol 9768, pp.302-320, 2016, ⟨10.1007/978-3-319-40621-3_22⟩
Chapitre d'ouvrage hal-02092958v1
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A 3D Omnidirectional Sensor For Mobile Robot Applications

Rémi Boutteau , Xavier Savatier , Jean-Yves Ertaud , Bélahcène Mazari
Mobile Robots Navigation, 2010
Chapitre d'ouvrage hal-01713170v1