Title :
Integration of overlapping maps made by stereo vision using view field information
Author :
Tateda, Mitsuhiro ; Naruse, Hiroshi ; Ide, Atsushi ; Nobiki, Atsushi
Author_Institution :
R&D Center, NTT Telecommun. Field Syst., Ibaraki, Japan
fDate :
8/1/1994 12:00:00 AM
Abstract :
We propose a new method for combining two overlapping maps made by the stereo vision technique utilizing view field information. Degree of matching is evaluated for every matching candidate, where object point pairs and solitary points in the overlapping view fields contribute positive and negative values, respectively. The threshold value used in judging pair is determined by considering the error magnitude, which depends on the distance from the view point. Various kinds of calculation are compared in terms of the freedom of threshold, which is defined as the ratio of the maximum and minimum threshold values, and with which the correct overlap is derived
Keywords :
computer vision; image recognition; image sequences; stereo image processing; error magnitude; object point pairs; overlapping maps; point matching; solitary points; stereo vision; threshold value; view field information; Area measurement; Cameras; Costs; Failure analysis; Humans; Image analysis; Image recognition; Measurement standards; Pattern matching; Stereo vision;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on