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
Link To Document :
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