Title :
A multistage stereo method giving priority to reliable matching with self calibration by stereo
Author :
Nakayama, Osafumi ; Yamaguchi, Akashi ; Shirai, Yoshiaki ; Asada, Minoru
Author_Institution :
Fac. of Eng., Osaka Univ., Suita, Japan
Abstract :
Describes two topics: (1) a reliable feature-based stereo matching method which determines the more reliable matching pairs earlier and then determines the less reliable ones later using the previously obtained results; and (2) a reliable calibration method for small vertical displacements. The feature point is an edge. The contrast, the position, and the direction of the edge are used to evaluate the matching reliability. Experiments with complicated indoor scenes proved that the proposed method is better than conventional methods
Keywords :
calibration; pattern recognition; picture processing; computer vision; feature extraction pattern recognition; feature-based stereo matching; matching reliability; self calibration; zero crossing; Calibration; Convolution; Feature extraction; Histograms; Humans; Image edge detection; Layout; Matched filters; Reliability engineering; Stereo vision;
Conference_Titel :
Intelligent Robots and Systems '91. 'Intelligence for Mechanical Systems, Proceedings IROS '91. IEEE/RSJ International Workshop on
Conference_Location :
Osaka
Print_ISBN :
0-7803-0067-X
DOI :
10.1109/IROS.1991.174595