Robust detection and estimation:

  • D. Pastor and F-X. Socheleau. Robust estimation of noise standard deviation in presence of signals with unknown distributions and occurences. IEEE transactions on signal processing, (99), january 2012
  • D Pastor and Quang Thang Nguyen. Random Distortion testing and optimality of thresholding tests. IEEE Transactions on Signal Processing, 61(16): 4161–4171, August 2013
  • F-X. Socheleau and D. Pastor. Testing the Energy of Random Signals in a Known Subspace : An Optimal Invariant Approach. IEEE Signal Processing Letters, 21(10): 1182–1186, October 201

Non-normal, non-linear and non-stationary systems:

  • P. Tandeo, M. Pulido, and F. Lott. Offline parameter estimation using EnKF and maximum likelihood error covariance estimates : Application to a subgrid- scale orography parameterization. Quarterly Journal of the Royal Meteorological Society, 141(687): 383 – 395, january 2015
  • A. Saucan, C. Sintes, T. Chonavel, and J-M. Le Caillec. Model-based adaptive 3d sonar reconstruction in reverberating environments. Image Processing, IEEE Transactions on, 24(10): 2928–2940, Oct. 2015
  • S. Fki, M. Messai, A. Aissa El Bey, and T. Chonavel. Blind equalization based on pdf fitting and convergence analysis. Signal Processing, 101: 266– 277, August 2014

Signal and image representation:

  • J. Bonnel, G. Le Touzé, B. Nicolas, and J. Mars. Physics-Based Time-Frequency Representations for Underwater Acoustics. IEEE Signal Processing Magazine, 30(6): 120–129, October 2013
  • N-E. Lasmar, A. Baussard, and G. Le Chenadec. Asymmetric power distribution model of wavelet subbands for texture classification. Pattern Recogni- tion Letters, 52: 1–8, january 2015
  • A. Bouchikhi, A-O. Boudraa, J-C. Cexus, and T. Chonavel. Analysis of multicomponent LFM signals by Teager Huang-Hough transform. IEEE Transactions on Aerospace and Electronic Systems, 50(2): 1222–1233, July 2014

Shapes and textures:

  • K. Nasreddine, A. Benzinou, and R. Fablet. Geodesics-Based Image Registration : Applications To Biological And Medical Images Depicting Concentric Ring Patterns. IEEE Transactions on Image Processing, 22(11): 4436–4446, November 2013
  • A. Toumi, A. Khenchaf, and B. Hoeltzener. A retrieval system from inverse synthetic aperture radar images : Application to radar target recognition. Information Sciences, 196(0): 73 – 96, 2012
  • B. Belkhaoui, A. Toumi, and A. Khalfallah. Fusion Fourier descriptors from the E-M, K-Means and Fisher algorithms for Radar Target Recognition. International Journal of Computer and Information Technology, 2(4), July 2013

Application 1: "Underwater monitoring"

Passive acoustic:

  • Y. Le Gall, F-X. Socheleau, and J. Bonnel. Matched-Field Processing Performance Under the Stochastic and Deterministic Signal Models. Signal Processing, IEEE Transactions on, 62(22): 5825–5838, November 2014
  • J. Crance, C. Berchok, J. Bonnel, and A. Thode. Northeasternmost record of a north pacific fin whale (balaenoptera physalus) in the alaskan chukchi sea. Polar Biology, 38(10): 1767–1773, Oct. 2015
  • J. Bonnel, S. E. Dosso, and N. R. Chapman. Bayesian geoacoustic inversion of single hydrophone light bulb data using warping dispersion analysis. Journal of the Acoustical Society of America, 134(1): 120–130, July 2013


  • A. Saucan, C. Sintes, T. Chonavel, and J-M. Le Caillec. Model-based adaptive 3d sonar reconstruction in reverberating environments. Image Processing, IEEE Transactions on, 24(10): 2928–2940, Oct. 2015
  • C. Sintes, G. Llort Pujol, and D. Gueriot. Coherent probabilistic error model for interferometric sidescan sonars. IEEE journal of oceanic engineering, 35(2): 412–423, april 2010
  • J-M. Le Caillec, S. Redadaa, C. Sintes, M. Benslama, and B. Solaiman. Focusing problems of a subsurface point scatterer buried into the soil using a low frequency SAR. IEEE transactions on aerospace and electronic systems, 47(1): 438–450, january 2011

Application 2: "Remote sensing from satellites and aircrafts"

Multivariate and high-resolution images:

  • M-T. Pham, G. Mercier, and J. Michel. Pointwise graph-based local texture characterization for very high resolution multispectral image classification. Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of, 8(5): 1–12, May 2015
  • L. Lorenzi, F. Melgani, and G. Mercier. A complete processing chain for shadow detection and reconstruction in vhr images. Geoscience and Remote Sensing, IEEE Transactions on, 50(9): 3440–3452, Sept 2012
  • L. Lorenzi, F. Melgani, and G. Mercier. Missing area reconstruction in multispectral images under a Compressive Sensing perspective. IEEE Transactions on Geoscience and Remote Sensing, 51(7): 3998–4008, July 2013

Gephysical and ecological dynamical systems:

  • A. Bertrand, D. Grados, F. Colas, S. Bertrand, X. Capet, A. Chaigneau, G. Vargas, A. Mousseigne, and R. Fablet. Broad impacts of fine-scale dynamics on seascape structure from zooplankton to seabirds. Nature Communications, 5: 5239, October 2014
  • P. Tandeo, B. Chapron, S. Ba, E. Autret, and R. Fablet. Segmentation of mesoscale ocean surface dynamics using satellite SST and SSH observations. IEEE Transactions on Geoscience and Remote Sensing, 52(7): 4227–4235, July 2014
  • B. Saulquin, R. Fablet, A. Mangin, G. Mercier, D. Antoine, and O. Fanton D’Andon. Detection of linear trends in multisensor time series in the presence of autocorrelated noise : Application to the chlorophyll-a SeaWiFS and MERIS data sets and extrapolation to the incoming Sentinel 3-OLCI mission. Journal of Geophysical Research, 118(8): 3752–3763, August 2013

Monitoring and crisis management:

  • L. Franck, M. Berioli, and P. Boutry. On the role of satellite communications for emergency situations with a focus on Europe. International journal of satellite communications and networking, 29(5): 388 – 399, September 2011
  • S. Grosdidier and A. Baussard. Ship detection based on morphological component analysis of high-frequency surface wave radar images. Radar, Sonar Navigation, IET, 6(9): 813–821, December 2012
  • M. Hamdi, L. Franck, and X. Lagrange. Topology modeling and network partitioning: an application to forest firefighting. Radio science bulletin, (345): 8–20, June 2013


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