STEREO BY INCREMENTAL MATCHING OF CONTOURS

被引:20
作者
SHERMAN, D
PELEG, S
机构
[1] Department of Computer Science, the Hebrew University of Jerusalem
关键词
Curve matching; stereo vision;
D O I
10.1109/34.61711
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Contours made up 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 for the proposed stereo matching scheme are shown, with very few errors, for aerial images of natural terrain. © 1990 IEEE
引用
收藏
页码:1102 / 1106
页数:5
相关论文
共 21 条
[11]  
GRIMSON WEL, 1980, APR P DARPA IM UND W, P128
[12]   SURFACES FROM STEREO - INTEGRATING FEATURE MATCHING, DISPARITY ESTIMATION, AND CONTOUR-DETECTION [J].
HOFF, W ;
AHUJA, N .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1989, 11 (02) :121-136
[13]   ON THE FOUNDATIONS OF RELAXATION LABELING PROCESSES [J].
HUMMEL, RA ;
ZUCKER, SW .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1983, 5 (03) :267-287
[14]   COMPUTATIONAL THEORY OF HUMAN STEREO VISION [J].
MARR, D ;
POGGIO, T .
PROCEEDINGS OF THE ROYAL SOCIETY SERIES B-BIOLOGICAL SCIENCES, 1979, 204 (1156) :301-328
[15]   PSYCHOPHYSICAL AND COMPUTATIONAL STUDIES TOWARDS A THEORY OF HUMAN STEREOPSIS [J].
MAYHEW, JEW ;
FRISBY, JP .
ARTIFICIAL INTELLIGENCE, 1981, 17 (1-3) :349-385
[16]   SEGMENT-BASED STEREO MATCHING [J].
MEDIONI, G ;
NEVATIA, R .
COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1985, 31 (01) :2-18
[17]   STEREO BY INTRA-SCANLINE AND INTER-SCANLINE SEARCH USING DYNAMIC-PROGRAMMING [J].
OHTA, Y ;
KANADE, T .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1985, 7 (02) :139-154
[18]   PMF - A STEREO CORRESPONDENCE ALGORITHM USING A DISPARITY GRADIENT LIMIT [J].
POLLARD, SB ;
MAYHEW, JEW ;
FRISBY, JP .
PERCEPTION, 1985, 14 (04) :449-470
[19]   SCENE LABELING BY RELAXATION OPERATIONS [J].
ROSENFELD, A ;
HUMMEL, RA ;
ZUCKER, SW .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1976, 6 (06) :420-433
[20]   MULTILEVEL COMPUTATIONAL PROCESSES FOR VISUAL SURFACE RECONSTRUCTION [J].
TERZOPOULOS, D .
COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1983, 24 (01) :52-96