Julien LESOUPLE

Julien LESOUPLE

Lecturer/Researcher

ENAC

Biography

Julien Lesouple received the Eng. degree in Aeronautics Engineering from ISAE Ensica, Toulouse, France in 2014 and defended in March 2019 his Ph.D degree in Signal Processing applied to GNSS with the CNES, M3 Systems, INP Toulouse and ISAE under the supervision of Pr. Jean-Yves Tourneret and Pr. François Vincent at the cooperative laboratory TéSA.
From October 2019 to April 2021, he did a post-doctorate on the development of anomaly detection methods with user feedback for satellite signal analysis, co-funded by the cooperative laboratory TéSA and the society Thales Alenia Space. This work was done under the supervision of Cédric Baudoin (HDR) and Pr. Jean-Yves Tourneret.
From April to October 2021, he did a post-doctorate on the study of passive radar optimal performances at ISAE under the supervision of Pr. Eric Chaumette.
He is now a lecturer researcher at ENAC within SIGNAV team.

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Interests
  • Statistical Signal Processing
  • Navigation
Education
  • PhD in Statistical Signal Processing, 2019

    Toulouse INP

  • Eng. Degree in Aeronautical constructions, 2014

    ISAE ENSICA

Recent Publications

(2021). How to Introduce Expert Feedback into One-Class Support Vector Machines for Anomaly Detection?. In Signal Process., vol. 188, pp. 108197, Nov. 2021.

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(2021). Generalized Isolation Forest for Anomaly Detection. In Pattern Recoginit. Lett., vol. 49, pp. 109-119, September, 2021.

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(2021). Robust Hypersphere Fitting from Noisy Data Using an EM Algorithm. In Proc. EURASIP Eur. Signal Process. Conf. (EUSIPCO), Dublin, Ireland, Aug. 2021.

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(2021). Hypersphere Fitting from Noisy Data Using an EM Algorithm. In IEEE Signal Process. Lett., vol. 28, pp. 314-318, Jan. 2021.

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(2021). Incorporating User Feedback Into One-Class Support Vector Machines for Anomaly Detection. In Proc. EURASIP Eur. Signal Process. Conf. (EUSIPCO), Amsterdam, Netherlands, Jan. 2021.

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Experience

 
 
 
 
 
Lecturer/Researcher
Oct 2021 – Present Toulouse, France
Research activies on signal processing for navigation and teaching associated courses.
 
 
 
 
 
Post-Doctorate
Apr 2021 – Sep 2021 Toulouse, France
Research activities on optimal performances for optimal passive location for telecom emitters (DVBS-2).
 
 
 
 
 
Post-Doctorate
Oct 2019 – Apr 2021 Toulouse, France
Research activities on anomaly detection with user feedback.
 
 
 
 
 
Research and Development Engineer
Apr 2019 – Sep 2019 Toulouse, France
Studies on positioning in the rail environment.

Contact

Feel free to contact me for any question or possible collaboration

  • julien_dot_lesouple_at_enac_dot_com
  • +33 5 62 17 41 42
  • 7 Avenue Edouard Belin, Toulouse, 31400
  • Office F020