• DocumentCode
    2915578
  • Title

    Estimating Motion and size of moving non-line-of-sight objects in cluttered environments

  • Author

    Pandharkar, Rohit ; Velten, Andreas ; Bardagjy, Andrew ; Lawson, Everett ; Bawendi, Moungi ; Raskar, Ramesh

  • Author_Institution
    MIT Media Lab., Cambridge, MA, USA
  • fYear
    2011
  • fDate
    20-25 June 2011
  • Firstpage
    265
  • Lastpage
    272
  • Abstract
    We present a technique for motion and size estimation of non-line-of-sight (NLOS) moving objects in cluttered environments using a time of flight camera and multipath analysis. We exploit relative times of arrival after reflection from a grid of points on a diffuse surface and create a virtual phased-array. By subtracting space-time impulse responses for successive frames, we separate responses of NLOS moving objects from those resulting from the cluttered environment. After reconstructing the line-of-sight scene geometry, we analyze the space of wavefronts using the phased array and solve a constrained least squares problem to recover the NLOS target location. Importantly, we can recover target´s motion vector even in presence of uncalibrated time and pose bias common in time of flight systems. In addition, we compute the upper bound on the size of the target by backprojecting the extremas of the time profiles. Ability to track targets inside rooms despite opaque occluders and multipath responses has numerous applications in search and rescue, medicine and defense. We show centimeter accurate results by making appropriate modifications to a time of flight system.
  • Keywords
    least squares approximations; motion estimation; NLOS target location; backprojecting; cluttered environments; constrained least squares problem; defense applications; diffuse surface; line-of-sight scene geometry; medicine applications; motion estimation; moving nonline-of-sight objects; multipath analysis; multipath responses; opaque occluders; pose bias; rescue applications; search applications; size estimation; space-time impulse responses; target motion vector; time of flight camera; time profiles; uncalibrated time; virtual phased-array; Cameras; Lasers; Nonlinear optics; Photonics; Radar tracking; Receivers; Target tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on
  • Conference_Location
    Providence, RI
  • ISSN
    1063-6919
  • Print_ISBN
    978-1-4577-0394-2
  • Type

    conf

  • DOI
    10.1109/CVPR.2011.5995465
  • Filename
    5995465