• DocumentCode
    447667
  • Title

    Biologically inspired 3D scene depth recovery from stereo images

  • Author

    Maingreaud, Flavien ; Pissaloux, Edwige ; Leroux, Christophe ; Micaelli, Alain

  • Author_Institution
    Nat. Nucl. Testing Comm., Fontenay-aux-Roses, France
  • Volume
    1
  • fYear
    2004
  • fDate
    4-7 May 2004
  • Firstpage
    721
  • Abstract
    This paper proposes a biologically inspired method for depth recovery from stereo rectified images. Two principles are used in order to speed-up the image matching phase: the photoreceptor information transmission (spike generation) principle and convenient coding of neuron (pixel) neighbourhood data. This latter provides the robustness to match and reduces its calculation time. The proposed method has been validated via Julesz´s random dot stereograms. Any autonomous vision-guided system such as autonomous robots, walkers, electronic travel aids, ETA (for elderly, visually impaired, blind, etc.) can take benefit from the proposed depth recovery method: a new ETA, named intelligent glasses (IGI, for visually impaired assistance in their secure and independent displacements in non-cooperating environment, which will integrate the proposed method, is presented as well. The IG system is under design at the Robotics Laboratory of Paris (LRP), University Paris 6, and National Nuclear Testing Commission (CEA).
  • Keywords
    handicapped aids; image coding; image matching; stereo image processing; 3D scene depth recovery; autonomous vision-guided system; biologically inspired method; electronic travel aids; image matching phase; intelligent glasses; neuron neighbourhood data coding; photoreceptor information transmission; spike generation; stereo rectified images; visually impaired assistance; Image coding; Image matching; Intelligent robots; Layout; Legged locomotion; Neurons; Photoreceptors; Pixel; Robustness; Time of arrival estimation; Biologically inspired vision; Depth; ETA; Random Dot Stereogram; Stereo;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics, 2004 IEEE International Symposium on
  • Print_ISBN
    0-7803-8304-4
  • Type

    conf

  • DOI
    10.1109/ISIE.2004.1571895
  • Filename
    1571895