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2020 – today
- 2024
[c75]Andrew Caunes, Thierry Chateau, Vincent Frémont:
3D Can Be Explored In 2D : Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation. IV 2024: 2192-2197- [i7]Mohamed Abbas Konaté, Anne-Françoise Yao, Thierry Chateau, Pierre Bouges:
Toward industrial use of continual learning : new metrics proposal for class incremental learning. CoRR abs/2404.06972 (2024) - 2023
- [j24]Achref Ouni
, Thierry Chateau, Eric Royer, Marc Chevaldonné, Michel Dhome:
An efficient ir approach based semantic segmentation. Multim. Tools Appl. 82(7): 10145-10163 (2023) - [c74]Mohamed Abbas Konaté, Anne-Françoise Yao, Thierry Chateau, Pierre Bouges:
Toward industrial use of continual learning: new metrics proposal for class incremental learning. IJCNN 2023: 1-7 - 2022
- [j23]Ruddy Théodose, Dieumet Denis, Thierry Chateau, Vincent Frémont, Paul Checchin:
A Deep Learning Approach for LiDAR Resolution-Agnostic Object Detection. IEEE Trans. Intell. Transp. Syst. 23(9): 14582-14593 (2022) - [c73]Achref Ouni, Eric Royer, Thierry Chateau, Marc Chevaldonné, Michel Dhome:
Deep Learning for Robust Information Retrieval System. ICCCI 2022: 425-436 - [c72]Achref Ouni, Thierry Chateau, Eric Royer, Marc Chevaldonné, Michel Dhome:
A New CBIR Model Using Semantic Segmentation and Fast Spatial Binary Encoding. ICCCI 2022: 437-449 - [c71]Trong-Lanh R. Nguyen, Thierry Chateau, Guillaume Magniez:
VampNet: Unsupervised Vampirizing of Convolutional Networks. ISVC (1) 2022: 249-261 - 2021
- [j22]Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau:
2D Wasserstein loss for robust facial landmark detection. Pattern Recognit. 116: 107945 (2021) - [j21]Anthony Berthelier, Thierry Chateau, Stefan Duffner, Christophe Garcia, Christophe Blanc:
Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey. J. Signal Process. Syst. 93(8): 863-878 (2021) - [c70]Jiarui Xie, Violaine Antoine, Thierry Chateau:
PCMO: Partial Classification from CNN-Based Model Outputs. ICONIP (3) 2021: 150-163 - [c69]Jiarui Xie, Thierry Chateau, Violaine Antoine:
A subjective-logic-based model uncertainty estimation mechanism for out-of-domain detection. IJCNN 2021: 1-6 - 2020
- [j20]Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Xavier Naturel, Christophe Blanc, Christophe Garcia, Thierry Chateau:
Fine-grained facial landmark detection exploiting intermediate feature representations. Comput. Vis. Image Underst. 200: 103036 (2020) - [j19]Yongzhe Yan, Stefan Duffner, Xavier Naturel, Anthony Berthelier, Christophe Garcia, Christophe Blanc, Thierry Chateau:
Two-stage human hair segmentation in the wild using deep shape prior. Pattern Recognit. Lett. 136: 293-300 (2020) - [c68]Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner, Christophe Garcia:
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm. ICPR Workshops (1) 2020: 662-676 - [c67]Guillaume Guarino, Thierry Chateau, Céline Teulière, Violaine Antoine:
Temporal information integration for video semantic segmentation. ICRA 2020: 8545-8551 - [i6]Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner, Christophe Garcia:
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm. CoRR abs/2007.10022 (2020) - [i5]Ruddy Théodosc, Dieumet Denis, Thierry Chateau, Vincent Frémont, Paul Checchin:
R-AGNO-RPN: A LIDAR-Camera Region Deep Network for Resolution-Agnostic Detection. CoRR abs/2012.05740 (2020)
2010 – 2019
- 2019
- [j18]Ala Mhalla, Thierry Chateau, Najoua Essoukri Ben Amara:
Spatio-temporal object detection by deep learning: Video-interlacing to improve multi-object tracking. Image Vis. Comput. 88: 120-131 (2019) - [j17]Ahmad Kamal Aijazi, Laurent Malaterre, Laurent Trassoudaine, Thierry Chateau, Paul Checchin:
Automatic Detection and Modeling of Underground Pipes Using a Portable 3D LiDAR System. Sensors 19(24): 5345 (2019) - [j16]Laurent Delobel, Romuald Aufrère, Christophe Debain, Roland Chapuis, Thierry Chateau:
A Real-Time Map Refinement Method Using a Multi-Sensor Localization Framework. IEEE Trans. Intell. Transp. Syst. 20(5): 1644-1658 (2019) - [j15]Ala Mhalla, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara:
An Embedded Computer-Vision System for Multi-Object Detection in Traffic Surveillance. IEEE Trans. Intell. Transp. Syst. 20(11): 4006-4018 (2019) - [c66]François De La Bourdonnaye, Céline Teulière, Thierry Chateau, Jochen Triesch:
Within Reach? Learning to touch objects without prior models. ICDL-EPIROB 2019: 93-98 - [c65]Ruddy Théodosc, Dieumet Denis, Christophe Blanc, Thierry Chateau, Paul Checchin:
Vehicle Detection based on Deep Learning Heatmap Estimation. IV 2019: 108-113 - [c64]Ala Mhalla, Thierry Chateau:
Improving Multi Object Tracking-By-Detection Model Using a Temporal Interlaced Encoding and a Specialized Deep Detector. IV 2019: 510-516 - [i4]Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau:
2D Wasserstein Loss for Robust Facial Landmark Detection. CoRR abs/1911.10572 (2019) - [i3]Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau:
Facial Landmark Correlation Analysis. CoRR abs/1911.10576 (2019) - 2018
- [j14]François De La Bourdonnaye, Céline Teulière, Jochen Triesch, Thierry Chateau:
Stage-Wise Learning of Reaching Using Little Prior Knowledge. Frontiers Robotics AI 5: 110 (2018) - [c63]François De La Bourdonnaye, Céline Teulière, Jochen Triesch, Thierry Chateau:
Learning to Touch Objects Through Stage-Wise Deep Reinforcement Learning. IROS 2018: 1-9 - [c62]Yongzhe Yan, Benjamin Bout, Anthony Berthelier, Xavier Naturel, Thierry Chateau:
Face Parsing for Mobile AR Applications. ISMAR Adjunct 2018: 407-408 - 2017
- [j13]Ala Mhalla, Thierry Chateau, Houda Maâmatou, Sami Gazzah, Najoua Essoukri Ben Amara:
SMC faster R-CNN: Toward a scene-specialized multi-object detector. Comput. Vis. Image Underst. 164: 3-15 (2017) - [j12]Houda Maâmatou, Thierry Chateau, Sami Gazzah, Yann Goyat, Najoua Essoukri Ben Amara:
Erratum to: Sequential Monte Carlo filter based on multiple strategies for a scene specialization classifier. EURASIP J. Image Video Process. 2017: 5 (2017) - [j11]Datta Ramadasan, Marc Chevaldonné, Thierry Chateau:
LMA: A generic and efficient implementation of the Levenberg-Marquardt Algorithm. Softw. Pract. Exp. 47(11): 1707-1727 (2017) - [c61]Florian Chabot, Mohamed Chaouch, Jaonary Rabarisoa, Céline Teulière, Thierry Chateau:
Deep MANTA: A Coarse-to-Fine Many-Task Network for Joint 2D and 3D Vehicle Analysis from Monocular Image. CVPR 2017: 1827-1836 - [c60]François De La Bourdonnaye, Céline Teulière, Thierry Chateau, Jochen Triesch:
Learning of binocular fixations using anomaly detection with deep reinforcement learning. IJCNN 2017: 760-767 - [c59]Florian Chabot, Mohamed Chaouch, Jaonary Rabarisoa, Céline Teulière, Thierry Chateau:
Deep edge-color invariant features for 2D/3D car fine-grained classification. Intelligent Vehicles Symposium 2017: 733-738 - [c58]Laurent Delobel, Romuald Aufrère, Roland Chapuis, Christophe Debain, Thierry Chateau:
Towards automated map updating for mobile robot localization. Intelligent Vehicles Symposium 2017: 1342-1347 - [c57]Ala Mhalla, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara:
Specialization of a Generic Pedestrian Detector to a Specific Traffic Scene by the Sequential Monte-Carlo Filter and the Faster R-CNN. VISIGRAPP (4: VISAPP) 2017: 17-23 - [i2]Florian Chabot, Mohamed Chaouch, Jaonary Rabarisoa, Céline Teulière, Thierry Chateau:
Deep MANTA: A Coarse-to-fine Many-Task Network for joint 2D and 3D vehicle analysis from monocular image. CoRR abs/1703.07570 (2017) - [i1]Ala Mhalla, Thierry Chateau, Houda Maâmatou, Sami Gazzah, Najoua Essoukri Ben Amara:
SMC Faster R-CNN: Toward a scene-specialized multi-object detector. CoRR abs/1706.10217 (2017) - 2016
- [j10]Houda Maâmatou, Thierry Chateau, Sami Gazzah, Yann Goyat, Najoua Essoukri Ben Amara:
Sequential Monte Carlo filter based on multiple strategies for a scene specialization classifier. EURASIP J. Image Video Process. 2016: 40 (2016) - [c56]Ala Mhalla, Houda Maâmatou, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara:
Faster R-CNN Scene Specialization with a Sequential Monte-Carlo Framework. DICTA 2016: 1-7 - [c55]Ala Mhalla, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara:
A Faster R-CNN Multi-Object Detector on a Nvidia Jetson TX1 Embedded System: Demo. ICDSC 2016: 208-209 - [c54]Ala Mhalla, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara:
Scene-Specific Pedestrian Detector Using Monte Carlo Framework and Faster R-CNN Deep Model: PhD Forum. ICDSC 2016: 228-229 - [c53]Florian Chabot, Mohamed Chaouch, Jaonary Rabarisoa, Céline Teulière, Thierry Chateau:
Accurate 3D car pose estimation. ICIP 2016: 3807-3811 - [c52]Houda Maâmatou, Thierry Chateau, Sami Gazzah, Yann Goyat, Najoua Essoukri Ben Amara:
Transductive Transfer Learning to Specialize a Generic Classifier Towards a Specific Scene. VISIGRAPP (4: VISAPP) 2016: 411-422 - 2015
- [j9]Clément Deymier, Céline Teulière, Thierry Chateau:
Étalonnage automatique d'un système d'acquisition caméras - centrale inertielle lidar 3D. Traitement du Signal 32(2-3): 121-145 (2015) - [c51]Datta Ramadasan, Marc Chevaldonné, Thierry Chateau:
MCSLAM: a Multiple Constrained SLAM. BMVC 2015: 107.1-107.12 - [c50]Alfredo Gardel Vicente, Jorge García, Ignacio Bravo Muñoz, Felipe Espinosa, Thierry Chateau:
Camera calibration parameters for oriented person re-identification. ICDSC 2015: 110-115 - [c49]Datta Ramadasan, Thierry Chateau, Marc Chevaldonné:
DCSLAM: A dynamically constrained real-time slam. ICIP 2015: 1130-1134 - [c48]Jassem Mansouri, Bassem Seddik, Sami Gazzah, Thierry Chateau:
Coarse localization using space-time and semantic-context representations of geo-referenced video sequences. IPTA 2015: 355-359 - [c47]Laurent Delobel, Claude Aynaud, Romuald Aufrère, Christophe Debain, Roland Chapuis, Thierry Chateau, Coralie Bernay-Angeletti:
Robust localization using a top-down approach with several LIDAR sensors. ROBIO 2015: 2371-2376 - [c46]Datta Ramadasan, Marc Chevaldonné, Thierry Chateau:
Real-time SLAM for static multi-objects learning and tracking applied to augmented reality applications. VR 2015: 267-268 - 2014
- [j8]Antoine Vacavant, Laure Tougne, Lionel Robinault, Thierry Chateau:
Special section on background models comparison. Comput. Vis. Image Underst. 122: 1-3 (2014) - [c45]Samir Khoualed, Thierry Chateau, Umberto Castellani, Chafik Samir:
An augmented representation of activity in video using semantic-context information. ICIP 2014: 4171-4175 - [c44]Clément Deymier, Thierry Chateau:
Toward Moving Objects Detection in 3D-Lidar and Camera Data. ICPRAM 2014: 809-816 - [c43]Bassem Seddik, Sami Gazzah, Thierry Chateau, Najoua Essoukri Ben Amara:
Augmented skeletal joints for temporal segmentation of sign language actions. IPAS 2014: 1-6 - [c42]Hamidreza Odabai Fard, Mohamed Chaouch, Quoc Cuong Pham, Antoine Vacavant, Thierry Chateau:
Joint Learning for Multi-class Object Detection. VISAPP (2) 2014: 104-112 - [c41]Hamidreza Odabai Fard, Mohamed Chaouch, Quoc Cuong Pham, Antoine Vacavant, Thierry Chateau:
Joint hierarchical learning for efficient multi-class object detection. WACV 2014: 261-268 - 2013
- [j7]Siméon Schwab, Thierry Chateau, Christophe Blanc, Laurent Trassoudaine:
A multi-cue spatio-temporal framework for automatic frontal face clustering in video sequences. EURASIP J. Image Video Process. 2013: 10 (2013) - [j6]Pierre Bouges, Thierry Chateau, Christophe Blanc, Gaëlle Loosli:
Handling missing weak classifiers in boosted cascade: application to multiview and occluded face detection. EURASIP J. Image Video Process. 2013: 55 (2013) - [j5]Thomas Penne, Christophe Tilmant, Thierry Chateau, Vincent Barra:
Markov Chain Monte Carlo Modular Ensemble Tracking. Image Vis. Comput. 31(6-7): 434-447 (2013) - [c40]Bassem Seddik, Houda Maâmatou, Sami Gazzah, Thierry Chateau, Najoua Essoukri Ben Amara:
Unsupervised facial expressions recognition and avatar reconstruction from kinect. SSD 2013: 1-6 - [c39]Clément Deymier, Damien Vivet, Thierry Chateau:
Non-parametric occupancy map using millions of range data. Intelligent Vehicles Symposium 2013: 730-737 - [c38]Clément Deymier, Thierry Chateau:
IPCC algorithm: Moving object detection in 3D-Lidar and camera data. Intelligent Vehicles Symposium 2013: 817-822 - [c37]J. M. Berthommé, Thierry Chateau, Michel Dhome:
How to use Information Theory for Image Inpainting and Blind Spot Filling-in? VISAPP (1) 2013: 97-100 - [c36]Thierry Chesnais, Thierry Chateau, Nicolas Allezard, Yoann Dhome, Boris Meden, Mohamed Tamaazousti, Adrien Chan-Hon-Tong:
A Region Driven and Contextualized Pedestrian Detector. VISAPP (1) 2013: 796-799 - 2012
- [c35]Antoine Vacavant, Thierry Chateau, Alexis Wilhelm, Laurent Lequievre:
A Benchmark Dataset for Outdoor Foreground/Background Extraction. ACCV Workshops (1) 2012: 291-300 - [c34]Samir Khoualed, Thierry Chateau, Umberto Castellani:
Semantic-Context-Based Augmented Descriptor for Image Feature Matching. ACCV (2) 2012: 353-367 - [c33]Pierre Bouges, Thierry Chateau, Christophe Blanc, Gaëlle Loosli:
Using k-nearest neighbors to handle missing weak classifiers in a boosted cascade. ICPR 2012: 1763-1766 - [c32]Hicham Hadj-Abdelkader, Youcef Mezouar, Thierry Chateau:
Generic realtime kernel based tracking. ICRA 2012: 3069-3074 - [c31]Pierre Bouges, Thierry Chateau, Christophe Blanc, Gaëlle Loosli:
Improving existing cascaded face classifier by adding occlusion handling. RO-MAN 2012: 120-125 - [c30]Hanen Chenini, Jean-Pierre Dérutin, Thierry Chateau:
Fast Prototyping of Embedded Image Processing Application on Homogenous System - A Parallel Particle Filter Tracking Method on Homogeneous Network of Communicating Processors (HNCP). VISAPP (2) 2012: 122-133 - [c29]Hanen Chenini, Jean-Pierre Dérutin, Thierry Chateau:
Efficient Rapid Prototyping of Particle Filter Based Object Tracking on Homogenous System. VISIGRAPP (Selected Papers) 2012: 259-273 - [c28]J. M. Berthommé, Thierry Chateau, Michel Dhome:
Kernel Selection by Mutual Information for Nonparametric Object Tracking. VISAPP (2) 2012: 373-376 - [c27]Thierry Chesnais, Nicolas Allezard, Yoann Dhome, Thierry Chateau:
Automatic Process to Build a Contextualized Detector. VISAPP (1) 2012: 513-520 - [c26]Loïc Jourdheuil, Nicolas Allezard, Thierry Chateau, Thierry Chesnais:
Heterogeneous AdaBoost with Real-time Constraints - Application to the Detection of Pedestrians by Stereovision. VISAPP (1) 2012: 539-546 - [c25]Thomas Penne, Christophe Tilmant, Thierry Chateau, Vincent Barra:
MCMC Modular Ensemble Tracking. VISAPP (1) 2012: 689-693 - 2010
- [j4]Yann Goyat, Thierry Chateau, François Bardet:
Vehicle Trajectory Estimation Using Spatio-Temporal MCMC. EURASIP J. Adv. Signal Process. 2010 (2010) - [j3]Yann Goyat, Thierry Chateau, Laurent Trassoudaine:
Tracking of vehicle trajectory by combining a camera and a laser rangefinder. Mach. Vis. Appl. 21(3): 275-286 (2010) - [j2]Samuel Gidel, Paul Checchin, Christophe Blanc, Thierry Chateau, Laurent Trassoudaine:
Pedestrian Detection and Tracking in an Urban Environment Using a Multilayer Laser Scanner. IEEE Trans. Intell. Transp. Syst. 11(3): 579-588 (2010) - [c24]Samuel Gidel, Christophe Blanc, Thierry Chateau, Paul Checchin, Laurent Trassoudaine:
Comparison between GMM and KDE data fusion methods for particle filtering: Application to pedestrian detection from laser and video measurements. FUSION 2010: 1-7 - [c23]Yoann Dhome, N. Tronson, Antoine Vacavant, Thierry Chateau, Christophe Gabard, Yann Goyat, Dominique Gruyer:
A benchmark for Background Subtraction Algorithms in monocular vision: A comparative study. IPTA 2010: 66-71 - [c22]Thomas Penne, Christophe Tilmant, Thierry Chateau, Vincent Barra:
Modular Ensemble Tracking. IPTA 2010: 363-368
2000 – 2009
- 2009
- [c21]Samuel Gidel, Christophe Blanc, Thierry Chateau, Paul Checchin, Laurent Trassoudaine:
Non-parametric laser and video data fusion: Application to pedestrian detection in urban environment. FUSION 2009: 626-632 - [c20]François Bardet, Thierry Chateau, Datta Ramadasan:
Illumination aware MCMC Particle Filter for long-term outdoor multi-object simultaneous tracking and classification. ICCV 2009: 1623-1630 - [c19]Laetitia Gond, Patrick Sayd, Thierry Chateau, Michel Dhome:
A regression-based approach to recover human pose from voxel data. ICCV Workshops 2009: 1012-1019 - [c18]Thierry Chateau, Yann Goyat, Laurent Trassoudaine:
M2SIR: A multi modal sequential importance resampling algorithm for particle filters. ICIP 2009: 4073-4076 - [c17]François Bardet, Thierry Chateau, Datta Ramadasan:
Real-time Multi-object Tracking with Few Particles - A Parallel Extension of MCMC Algorithm. VISAPP (1) 2009: 456-463 - [c16]Bertrand Luvison, Thierry Chateau, Patrick Sayd, Quoc Cuong Pham, Jean-Thierry Lapresté:
An Unsupervised Learning based Approach for Unexpected Event Detection. VISAPP (1) 2009: 506-513 - 2008
- [c15]Laetitia Gond, Patrick Sayd, Thierry Chateau, Michel Dhome:
A 3D Shape Descriptor for Human Pose Recovery. AMDO 2008: 370-379 - [c14]Laetitia Leyrit, Thierry Chateau, Christophe Tournayre, Jean-Thierry Lapresté:
Visual pedestrian recognition inweak classifier space using nonlinear parametric models. ICIP 2008: 2392-2395 - [c13]Samuel Gidel, Paul Checchin, Christophe Blanc, Thierry Chateau, Laurent Trassoudaine:
Pedestrian detection method using a multilayer laserscanner: Application in urban environment. IROS 2008: 173-178 - [c12]François Bardet, Thierry Chateau:
MCMC Particle Filter for Real-Time Visual Tracking of Vehicles. ITSC 2008: 539-544 - 2007
- [c11]Sylvie Treuillet, Eric Royer, Thierry Chateau, Michel Dhome, Jean-Marc Lavest:
Body Mounted Vision System for Visually Impaired Outdoor and Indoor Wayfinding Assistance. CVHI 2007 - 2006
- [j1]Joel Falcou, Jocelyn Sérot, Thierry Chateau, Jean-Thierry Lapresté:
Quaff: efficient C++ design for parallel skeletons. Parallel Comput. 32(7-8): 604-615 (2006) - [c10]Thierry Chateau, Vincent Gay-Bellile, Frédéric Chausse, Jean-Thierry Lapresté:
Real-Time Tracking with Classifiers. WDV 2006: 218-231 - [c9]Yann Goyat, Thierry Chateau, Laurent Malaterre, Laurent Trassoudaine:
Vehicle trajectories evaluation by static video sensors. ITSC 2006: 864-869 - 2005
- [c8]Eric Royer, Maxime Lhuillier, Michel Dhome, Thierry Chateau:
Localization in Urban Environments: Monocular Vision Compared to a Differential GPS Sensor. CVPR (2) 2005: 114-121 - [c7]Antoine Vacavant, Thierry Chateau:
Realtime head and hands tracking by monocular vision. ICIP (2) 2005: 1302-1305 - [c6]Joel Falcou, Jocelyn Sérot, Thierry Chateau, Frédéric Jurie:
A Parallel Implementation of a 3D Reconstruction Algorithm for Real-Time Vision. PARCO 2005: 663-670 - 2004
- [c5]Omar Ait-Aider, Thierry Chateau, Jean-Thierry Lapresté:
Indoor autonomous navigation using visual memory and pattern tracking. BMVC 2004: 1-10 - [c4]Eric Royer, Maxime Lhuillier, Michel Dhome, Thierry Chateau:
Towards an alternative GPS sensor in dense urban environment from visual memory. BMVC 2004: 1-10 - [c3]Thierry Chateau, Jean-Thierry Lapresté:
Real Time Tracking with Occlusion and Illumination Variations. ICPR (4) 2004: 763-766 - 2002
- [c2]Thierry Chateau, Frédéric Jurie, Michel Dhome, Xavier Clady:
Real-Time Tracking Using Wavelet Representation. DAGM-Symposium 2002: 523-530
1990 – 1999
- 1997
- [c1]Thierry Chateau, Michel Berducat, Pierre Bonton:
An original correlation and data fusion based approach to detect a reap limit into a gray level image. IROS 1997: 1258-1263
Coauthor Index
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