Projet Feux | UMR SPE 6134
Research  | Research team
Lucile Rossi

     Senior lecturer, HDR, CNU 61 st Section

     lrossi@universita.corsica

     Scientist Head of the UMR SPE CNRS Fire Project 6134



Univ-corse logoPhD in Physical Sciences, Speciality Signal Processing

Identification of polyphonic piano sounds

University of Corsica, 1998


Engineer at the Ecole Nationale Supérieure des Télécommunications  Paris, 1994

 


Research field of activity since 2004

  • Development of metrology tools based on the vision applied to the problem of wildland fires 

Research field of activity prior to 2004

  • Limitation of depredation of fishing nets by dolphins

Research activities undertaken within the framework of the "Fire" Project

The research activities I have undertaken since 2004 have included the development of systems based on multimodal stereovision to measure the geometric characteristics (position, speed, height, length, slope, density, surface area and volume) of spreading fires.

The following work was carried out: 

  • Construction of a wildfire fire images database accessible online at: http://cfdb.univ-corse.fr
  • Development of a fire pixel detection algorithm in images in the visual range
  • Development of a fire pixel detection algorithm based on multimodal images (near infrared - in the visual range)
  • Development of a method allowing for a three-dimensional model of the fire front to be obtained based on stereoscopic images.
  • Development of a method of registration of 3D points obtained through stereovision and estimation of fire volume
  • Multidisciplinary work allowing for the improvement and/or validation of the fire behaviour model developed within the scope of the "Fire" Project

Since 2015, research work has been undertaken on the detection, monitoring and measurement of wildland fires by drone.

Supervision of three theses, authorof 16 international publications and participation in 26 international conferences.


Significant publications

Articles published in peer-reviewed journals

  • T. Toulouse, L. Rossi, A. Campana, T. Celik, M. Akhloufi, Computer vision for wildfire research: an evolving image dataset for processing and analysis, Fire Safety Journal, 2017, 92, 188-194, 10.1016/j.firesaf.2017.06.012
  • P.A. Bisgambiglia, J.L. Rossi, R. Franceschini, F.J. Chatelon, P A. Bisgambiglia, L. Rossi, T. Marcelli, DIMZAL: A Software Tool to Compute Acceptable Safety Distance, Open Journal of Forestry (OJF), 7,11-33, http://dx.doi.org/10.4236/ojf.2017.71002
  • T. Toulouse, L. Rossi, T. Celik, M. Akhloufi, X. Maldague, Benchmarking of Wildland fire color segmentation algorithms, IET Image Processing, 2015, 9(12), DOI: 10.1049/iet-ipr.2014.0935
  • T. Toulouse, L. Rossi, T. Celik, M. Akhloufi, Automatic fire pixel detection using image processing: a comparative analysis of rule-based and machine learning-based methods, Signal, Image and Video Processing, 2015, DOI: 10.1007/s11760-015-0789-x
  • L. Rossi, T. Toulouse, D. Cancellieri, J.L. Rossi, F. Morandini, M. Akhloufi, Utilisation de la stéréovision visible et proche infrarouge pour la mesure de données expérimentales dans le cadre d’une recherche pluridisciplinaire sur les feux de forêt, JNRIUT N°5, pp. 33-43, June 2014
  • L. Rossi, Développement de systèmes de mesure basés sur la stéréovision dédiés aux feux en propagation, Revue Française de Photogrammétrie et de Télédétection, 201, Pp. 2-14, 2013
  • L. Rossi, T. Molinier, M. Akhloufi, Y. Tison and A. Pieri, Estimating the surface and the volume of laboratory-scale wildfire fuel using computer vision, IET Image Processing, 2012, 6(8),1031-1040, DOI: 10.1049/iet-ipr.2012.0056
  • L. Rossi, T. Molinier, A. Pieri, M. Akhloufi and Y. Tison, Measurement of wildland fire geometric characteristics by stereovision techniques, Measurement Science and Technology, 2011, 22(12) article number 125504 (13pp), DOI: 10.1088/0957-0233/22/125504
  • L. Rossi, T. Molinier, M. Akhloufi, Y. Tison and A. Pieri, 3D vision system for the measurement of the rate of spread and the height of fire fronts, Measurement Science and Technology, 2010, 21(10) article number 105501 (12p.), DOI: 10.1088/0957-0233/21/10/105501
  • L. Rossi, T. Molinier, M. Akhloufi, A. Pieri and Y. Tison, Advanced stereovision system for fire spreading study, Fire Safety Journal, 2013, 60, DOI: 10.1016/j.firesaf.2012.10.015
  • T. Barboni, F. Morandini, L. Rossi, T. Molinier and P. A. Santoni, Relationship between flame length and fireline intensity obtained by calorimetry at laboratory scale, Combustion Science and Technology, 84(2), 2012, DOI: 10.1080/00102202.2011.625373
  • L. Rossi, M. Akhloufi, Y. Tison, On the use of stereovision to develop a novel instrumentation system to extract geometric fire fronts characteristics, Fire Safety Journal, 2011, 46, 9-20, DOI: 10.1016/j.firesaf.2010.03.001
  • V. Tihay, A. Simeoni, P. A. Santoni, L. Rossi, J.P. Garo, and J. P. Vantelon, Experimental study of laminar flames obtained by the homogenization of three forest fuels, International Journal of Thermal Sciences, 2009, 48, 488-501, DOI: 10.1016/j.ijthermalsci.2008.03.018

 

Articles published in proceedings of international peer-reviewed conferences

  • Z. Li, O. Isupova, L. Mihaylova, L. Rossi, Autonomous Flame Detection in Video Based on Saliency Analysis and Optical Flow, Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration (MFI), Baden-Baden, Germany, 19 - 21 September 2016, DOI: 10.1109/MFI.2016.7849492
  • L. Rossi, T. Toulouse, M. Akhloufi, A. Pieri, Y. Tison, Estimation of spreading fire geometric characteristics using near infrared stereovision, Proc. IS&T/SPIE Electronic Imaging SPIE 2013, "3D Image Processing (3DIP) and Applications 2013", Volume 8650, pp. 86500A, 3-7 February 2013, San Francisco, United States, DOI: 10.1117/12.2001624
  • V. Amarger, D. M. Ramik C. Sabourin, K. Madani, R. Moreno, L. Rossi, M. Grana, Spherical coordinates framed RGB color space dichromatic reflection model based image segmentation: application to wildland fire’s outlines extraction, IEEE international Congress: Third International Conference on Image Processing Theory, Tools and Applications (IPTA’12), 15-18 October 2012, Istanbul, I DOI: 10.1109/IPTA.2012.6469529
  • L. Rossi, M. Akhloufi, A. Pieri, J. L. Rossi, T. Molinier, Image processing and vision for the study and the modeling of spreading fires, IEEE international Congress: Third International Conference on Image Processing Theory, Tools and Applications (IPTA’12), 15-18 October 2012, Istanbul, DOI: 10.1109/IPTA.2012.6469512
  • L. Rossi, T. Molinier, M. Akhloufi, A. Pieri and Y. Tison, Instrumentation of spreading fires: toward the development of a metrological system based on stereovision, Seven Mediterranean Combustion Symposium, Chia Laguna, Cagliari, Sardinia, Italy, September 11-15, 2011.
  • T. Barboni, F. Morandini, L. Rossi, T. Molinier, P.A. Santoni, Relationship between fire-line intensity and flame length, ICFBR, 2011, International Conference on Fire Behaviour and Risk Alghero, Italy - October 4-6, 2011, p.174, ISBN 978-88-6025-190-9
  • V. Amarger, D. M. Ramik, R. Moreno, L. Rossi, K. Madani, M. Grana, Wildland Fires’ Outlines Extraction: a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach, Proceedings of the International Conference on Pattern Recognition and Information Processing (PRIP 2011), Minsk, Belarus, May 18-20, 11th International Conference on Pattern Recognition and Information Processing, ISBN:978-985-488-722-7, pp. 451-454, 2011.
  • L. Rossi, T. Molinier, P.A. Santoni, T. Barboni and F. Morandini, Stereovision for the determination of fireline intensity in vegetation fire, Proceedings of the 15th International Conference on Computational Methods and Experimental Measurements, 31 May - 2 June 2011, New Forest, UK, 2011, DOI:10.2495/CMEM110151, 2011.
  • T. Molinier, L. Rossi, M. Akhloufi, Y. Tison and A. Pieri, Estimation of fire volume by stereovision, Proc. SPIE Electronic Imaging, Image Processing: Machine Vision Applications Conference IV, January 2011, San Francisco, United States, DOI: 10.117/12.87245
  • T. Barboni, F. Morandini, L. Rossi, T. Molinier and P.A. Santoni, Relation between fireline intensity obtained by calorimetery and flame length, International Conference Combustion and Fire Dynamics (CFD 2010), Santander (Spain). October 20th-23rd, 2010, University of Cantabria, Santander, Spain, Pp. 427-439, ISBN 978-84-86116-23-1
  • L. Rossi, T. Molinier, M. Akhloufi and Y. Tison, Estimation of the rate of spread and flame height of complex flame fronts by stereovision system, VI International Conference on Forest Fire Research, 15-18 Nov 2010, Coimbra
  • L. Rossi, T. Molinier, M. Akhloufi and Y. Tison, Measurement of laboratory fire spread experiments by stereovision, IEEE international Congress: Second International Conference on Image Processing Theory, Tools and Applications (IPTA’10), 7-10 July 2010, Paris, DOI: 10.1109/IPTA.2010.5586797
  • T. Molinier, L. Rossi, M. Akhloufi and Y. Tison, Stereovision based algorithm for measuring fire spreading characteristics, IEEE international Congress: Second European Workshop on Visual Information Processing (EUVIP 2010), 5-7 July 2010, Paris
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