Title :
Direct recovery of three-dimensional scene geometry from binocular stereo disparity
Author :
Wildes, Richard P.
Author_Institution :
Dept. of Brain & Cognitive Sci., MIT, Cambridge, MA, USA
fDate :
8/1/1991 12:00:00 AM
Abstract :
An analysis of disparity is presented. It makes explicit the geometric relations between a stereo disparity field and a differentially project scene. These results show how it is possible to recover three-dimensional surface geometry through first-order (i.e., distance and orientation of a surface relative to an observer) and binocular viewing parameters in a direct fashion from stereo disparity. As applications of the analysis, algorithms have been developed for recovering three-dimensional surface orientation and discontinuities from stereo disparity. The results of applying these algorithms to natural image binocular stereo disparity information are presented
Keywords :
geometry; pattern recognition; picture processing; binocular stereo disparity; natural image; pattern recognition; picture processing; stereo disparity field; surface geometry; three-dimensional scene geometry; Algorithm design and analysis; Artificial intelligence; Focusing; Geometry; Helium; Layout; Navigation; Object recognition; Stereo vision; Surface fitting;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on