计算机工程2012，Vol.38Issue(18)：186-189,4.DOI:10.3969/j.issn.1000-3428.2012.18.050
一种基于稳定区域的图像特征描述子
An Image Feature Descriptor Based on Stable Region
摘要
Abstract
Aiming at the large difference of local image context under different imaging condition, which leads to descriptors can not be matched correctly, this paper presents a descriptor based on stable region. It uses Maximally Stable Extremal Region(MSER) detector to extract the stable image region, then assigns the consistent orientation based on stable regions and computing the descriptor based on log-polar coordinate in the larger neighborhood that adapted to keypoint's scale. It applies the descriptor in the CT image registration of Printed Circuit Board(PCB). Application results show that this descriptor is invariant to image rotation and can be used to perform reliable matching when the local image context changes, and has the distinctive performance to resolve ambiguities. The descriptor can work well in the CT image registration of PCB.关键词
特征描述子/最大稳定极值区域/印刷电路板图像/CT图像配准/尺度不变特征变换/相似区域Key words
feature descriptor/ Maximally Stable Extremal Region(MSER)/ Printed Circuit Board(PCB) image/ CT image registration/ Scale Invariant Feature Transform(SIFT)/ similar region分类
信息技术与安全科学引用本文复制引用
管士勇,陆利忠,闫镔,童莉..一种基于稳定区域的图像特征描述子[J].计算机工程,2012,38(18):186-189,4.基金项目
国家“863”计划基金资助重点项目(2009AA012201) （2009AA012201）
