Title :
Stereo by incremental matching of contours
Author :
Sherman, Doron ; Peleg, Shmuel
Author_Institution :
Dept. of Comput. Sci., Hebrew Univ. of Jerusalem, Israel
fDate :
11/1/1990 12:00:00 AM
Abstract :
Contours made of sequences of adjacent edge points are used as primitives in stereo pair matching. Matching contour segments, rather than the traditional epipolar edge points, can greatly reduce possible ambiguity. This is done by reformulating point-matching constraints to apply to contour matching, and by introducing a unique incremental matching scheme. Best-matched contours are paired first, constraining through neighborhood support their neighboring contours. Examples of the proposed stereo matching scheme are shown, with very few errors, for aerial images of natural terrain
Keywords :
pattern recognition; picture processing; adjacent edge points; aerial images; contour segments; incremental matching; natural terrain; stereo pair matching; Concurrent computing; Feature extraction; Focusing; Hardware; Image analysis; Image processing; Intelligent robots; Internet; Machine intelligence; Pattern recognition;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on