• DocumentCode
    2798225
  • Title

    Detection and tracking of threats in aerial infrared images by a minimal path approach

  • Author

    Aubert, Gilles ; Baudour, Alexis ; Blanc-Féraud, Laure ; Guillot, Laurence ; Le Guilloux, Yann

  • Author_Institution
    Fac. des Sci., Lab. Jean-Alexandre Dieudonne UNSA, Univ. de Nice Sophia-Antipolis, Nice, France
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    1658
  • Lastpage
    1661
  • Abstract
    The goal of this paper is to develop an algorithm for extracting point features from sequences of aerial infrared images. We propose an efficient method for the detection of threats in a sequence of infrared images by looking for a trajectory which optimizes a regularized criterion. The regularity is introduced by a new concept of total curvature which eliminates too oscillating trajectories while allowing those with ponctual changes of direction. In practice the research of an optimal trajectory is performed with an algorithm of dynamical programming type. Experimental results are also presented.
  • Keywords
    dynamic programming; feature extraction; image sequences; infrared imaging; object detection; target tracking; aerial infrared images; dynamical programming; feature extraction; image sequences; minimal path approach; threat detection; threat tracking; total curvature minimization; Aircraft; Dynamic programming; Feature extraction; Heuristic algorithms; Image sequences; Infrared detectors; Infrared imaging; Object detection; Optical sensors; Target tracking; Point detection and tracking; dynamic programming; infrared image sequence; minimal path; total curvature minimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495518
  • Filename
    5495518