CAJ | 학술논문

针对目前近景影像中由于直线断裂或遮挡等干扰因素导致匹配的效果不理想，本文提出一种基于直线重合度相似性的近景影像直线匹配算法。该算法首先利用SIFT算子匹配同名点，并采用RANSAC算法对匹配结果进行优化，然后利用同名点计算仿射变换矩阵。通过仿射变换将左影像直线映射到右影像上，计算待匹配直线组线段的重合度，并对匹配结果进行优化，最终确定同名直线。实验证明，该算法原理简单，能够有效的避免繁琐计算，同时具有较好的鲁棒性，可以处理不同类型的近景影像数据。
침대목전근경영상중유우직선단렬혹차당등간우인소도치필배적효과불이상，본문제출일충기우직선중합도상사성적근경영상직선필배산법。해산법수선이용SIFT산자필배동명점，병채용RANSAC산법대필배결과진행우화，연후이용동명점계산방사변환구진。통과방사변환장좌영상직선영사도우영상상，계산대필배직선조선단적중합도，병대필배결과진행우화，최종학정동명직선。실험증명，해산법원리간단，능구유효적피면번쇄계산，동시구유교호적로봉성，가이처리불동류형적근경영상수거。
Focus on the unsatisfactory matching results which caused by the line fragmentation,occlusion and interference factors.An improved line matching algorithm based on the similarity of straight line overlap degree for close-range images is proposed in this paper.Firstly,use the SIFT matching algorithm to extract the corresponding points;secondly,use the cor-responding points to calculate the affine transformation;thirdly,map the left image line to the right image through affine transformation,calculate the overlap of the matching lines,and optimize the matching results;finally,determine if they are the same line.Experiment results show that the algorithm is simple and effectively avoids complicated calculations.Also it has better robustness which means the applicability for different types of close-range images data.