Browsing Staff publications (CDS) by Author "Le Caillec, Jean-Marc"

Browsing Staff publications (CDS) by Author "Le Caillec, Jean-Marc"

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  • Explainability of deep SAR ATR through feature analysis 
    Belloni, Carole; Aouf, Nabil; Balleri, Alessio; Le Caillec, Jean-Marc; Merlet, Thomas (IEEE, 2020-10-20)
    Understanding the decision-making process of deep learning networks is a key challenge which has rarely been investigated for Synthetic Aperture Radar (SAR) images. In this paper, a set of new analytical tools is proposed ...
  • Pose-informed deep learning method for SAR ATR 
    Belloni, Carole; Aouf, Nabil; Balleri, Alessio; Le Caillec, Jean-Marc; Merlet, Thomas (The institution of Engineering and Technology (IET), 2020-03-30)
    Synthetic aperture radar (SAR) images for automatic target classification (automatic target recognition (ATR)) have attracted significant interest as they can be acquired day and night under a wide range of weather conditions. ...
  • SAR image dataset of military ground targets with multiple poses for ATR 
    Belloni, Carole; Balleri, Alessio; Aouf, Nabil; Merlet, Thomas; Le Caillec, Jean-Marc (SPIE, 2017-10-05)
    Automatic Target Recognition (ATR) is the task of automatically detecting and classifying targets. Recognition using Synthetic Aperture Radar (SAR) images is interesting because SAR images can be acquired at night and ...

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