Fabien Moutarde

2.3k total citations · 1 hit paper
51 papers, 1.0k citations indexed

About

Fabien Moutarde is a scholar working on Computer Vision and Pattern Recognition, Automotive Engineering and Control and Systems Engineering. According to data from OpenAlex, Fabien Moutarde has authored 51 papers receiving a total of 1.0k indexed citations (citations by other indexed papers that have themselves been cited), including 32 papers in Computer Vision and Pattern Recognition, 17 papers in Automotive Engineering and 12 papers in Control and Systems Engineering. Recurrent topics in Fabien Moutarde's work include Autonomous Vehicle Technology and Safety (17 papers), Video Surveillance and Tracking Methods (9 papers) and Advanced Image and Video Retrieval Techniques (8 papers). Fabien Moutarde is often cited by papers focused on Autonomous Vehicle Technology and Safety (17 papers), Video Surveillance and Tracking Methods (9 papers) and Advanced Image and Video Retrieval Techniques (8 papers). Fabien Moutarde collaborates with scholars based in France, United States and Greece. Fabien Moutarde's co-authors include Bogdan Stanciulescu, Omar Hamdoun, Bruno Steux, Arnaud de La Fortelle, Xiangjun Qian, Yufei Han, Thomas Gilles, Stefano Sabatini, Dzmitry Tsishkou and R. Pellat and has published in prestigious journals such as The Astrophysical Journal, IEEE Access and The International Journal of Robotics Research.

In The Last Decade

Fabien Moutarde

49 papers receiving 980 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

GOHOME: Graph-Oriented Heatmap Output for future Motion Estimation

2022 157 citations Thomas Gilles, Stefano Sabatini et al. 2022 International Conference on Robotics and Automation (ICRA) profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Fabien Moutarde France	17	503	367	207	150	137	51	1.0k
Chris Urmson United States	12	491 1.0×	473 1.3×	187 0.9×	62 0.4×	90 0.7×	21	822
W. Whittaker United States	15	632 1.3×	165 0.4×	209 1.0×	26 0.2×	218 1.6×	36	1.1k
Philip F. McLauchlan United Kingdom	14	1.0k 2.1×	242 0.7×	108 0.5×	143 1.0×	145 1.1×	32	1.3k
Chao Jiang United States	11	252 0.5×	76 0.2×	212 1.0×	29 0.2×	80 0.6×	53	615
K. Madhava Krishna India	21	1.2k 2.4×	204 0.6×	337 1.6×	21 0.1×	186 1.4×	177	1.8k
C. Urmson United States	12	457 0.9×	199 0.5×	161 0.8×	28 0.2×	123 0.9×	15	718
R. Toledo-Moreo Spain	16	152 0.3×	408 1.1×	188 0.9×	227 1.5×	273 2.0×	48	1.0k
Miguel Olivares-Mendez Luxembourg	19	775 1.5×	84 0.2×	310 1.5×	19 0.1×	140 1.0×	112	1.4k
Javier Ibañez‐Guzmán France	16	242 0.5×	343 0.9×	97 0.5×	111 0.7×	111 0.8×	46	736
Huiyuan Fu China	15	760 1.5×	96 0.3×	18 0.1×	43 0.3×	196 1.4×	55	1.0k

Countries citing papers authored by Fabien Moutarde

Since Specialization

Citations

This map shows the geographic impact of Fabien Moutarde's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Fabien Moutarde with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Fabien Moutarde more than expected).

Fields of papers citing papers by Fabien Moutarde

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Fabien Moutarde. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Fabien Moutarde. The network helps show where Fabien Moutarde may publish in the future.

Co-authorship network of co-authors of Fabien Moutarde

This figure shows the co-authorship network connecting the top 25 collaborators of Fabien Moutarde. A scholar is included among the top collaborators of Fabien Moutarde based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Fabien Moutarde. Fabien Moutarde is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Erdős, Gábor, et al.. (2024). HiER: Highlight Experience Replay for Boosting Off-Policy Reinforcement Learning Agents. IEEE Access. 12. 100102–100119. 1 indexed citations

Toromanoff, Marin, et al.. (2024). MBAPPE: MCTS-Built-Around Prediction for Planning Explicitly. SPIRE - Sciences Po Institutional REpository. 2062–2069. 6 indexed citations

Toromanoff, Marin, et al.. (2023). GRI: General Reinforced Imitation and Its Application to Vision-Based Autonomous Driving. Robotics. 12(5). 127–127. 27 indexed citations

Gilles, Thomas, et al.. (2023). TSGN: Temporal Scene Graph Neural Networks with Projected Vectorized Representation for Multi-Agent Motion Prediction. HAL (Le Centre pour la Communication Scientifique Directe). 1–8. 5 indexed citations

Gilles, Thomas, Stefano Sabatini, Dzmitry Tsishkou, Bogdan Stanciulescu, & Fabien Moutarde. (2022). GOHOME: Graph-Oriented Heatmap Output for future Motion Estimation. 2022 International Conference on Robotics and Automation (ICRA). 9107–9114. 157 indexed citations breakdown →

Toromanoff, Marin, Émilie Wirbel, & Fabien Moutarde. (2020). End-to-End Model-Free Reinforcement Learning for Urban Driving Using Implicit Affordances. arXiv (Cornell University). 7151–7160. 2 indexed citations

Bresson, Guillaume, et al.. (2019). Urban Localization with Street Views using a Convolutional Neural Network for End-to-End Camera Pose Regression. 1199–1204. 10 indexed citations

Moutarde, Fabien, et al.. (2015). Gesture Recognition Using a Depth Camera for Human Robot Collaboration on Assembly Line. Procedia Manufacturing. 3. 518–525. 36 indexed citations

Manitsaris, Sotiris, et al.. (2015). Music Gestural Skills Development Engaging Teachers, Learners and Expert Performers. Procedia Manufacturing. 3. 1543–1550. 5 indexed citations

10.

Wirbel, Émilie, Silvère Bonnabel, Arnaud de La Fortelle, & Fabien Moutarde. (2014). Humanoid Robot Navigation: Getting Localization Information from Vision. Journal of Intelligent Systems. 23(2). 113–132. 1 indexed citations

11.

Moutarde, Fabien, et al.. (2013). Recognition of supplementary signs for correct interpretation of traffic signs. 76–81. 3 indexed citations

12.

Han, Yufei & Fabien Moutarde. (2013). Statistical traffic state analysis in large‐scale transportation networks using locality‐preserving non‐negative matrix factorisation. IET Intelligent Transport Systems. 7(3). 283–295. 18 indexed citations

13.

Hofleitner, Aude, et al.. (2012). Large scale estimation of arterial traffic and structural analysis of traffic patterns using probe vehicles. HAL (Le Centre pour la Communication Scientifique Directe). 3 indexed citations

14.

Hamdoun, Omar, et al.. (2008). Recognition of End-of-Speed-Limit and Supplementary Signs for Improved Speed Limit Support. 1 indexed citations

15.

Hamdoun, Omar, Fabien Moutarde, Bogdan Stanciulescu, & Bruno Steux. (2008). Person re-identification in multi-camera system by signature based on interest point descriptors collected on short video sequences. 1–6. 152 indexed citations

16.

Moutarde, Fabien, et al.. (2007). Modular traffic signs recognition applied to on-vehicle real-time visual detection of american and european speed limit signs. 6 indexed citations

17.

Moutarde, Fabien, et al.. (2007). Robust on-vehicle real-time visual detection of American and European speed limit signs, with a modular Traffic Signs Recognition system. 1122–1126. 63 indexed citations

18.

Moutarde, Fabien, et al.. (2006). COMBINING ADABOOST WITH A HILL-CLIMBING EVOLUTIONARY FEATURE SEARCH FOR EFFICIENT TRAINING OF PERFORMANT VISUAL OBJECT DETECTORS. Applied Artificial Intelligence. 737–744. 6 indexed citations

19.

Moutarde, Fabien & Alfred Ultsch. (2005). U*F Clustering: A New Performant “Cluster-Mining” Method Based On Segmentation of Self-Organizing Maps. HAL (Le Centre pour la Communication Scientifique Directe). 2 indexed citations

20.

Moutarde, Fabien, Jean‐Michel Alimi, F. R. Bouchet, & R. Pellat. (1995). Scale invariance and self-similar behavior of dark matter halos. The Astrophysical Journal. 441. 10–10. 13 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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