科技广场Issue(2):5-8,4.
一种基于学习的误匹配特征点剔除算法
Algorithm of Removal of Mismatches in Feature Point Matching Based on Machine Learning
摘要
Abstract
Feature point matching is of central importance in feature-based image registration algorithms. However, since most of the existing feature matchings are not so powerful and efficient for images after affine transformation. The underlying reason is that a suitable measure is unavailable currently in literature to adequately evaluate the similarity of two images. In contrast to the traditional evaluation methods, in this paper, the registra-tion evaluation problem is converted into a classification problem through machine learning. Experiments show that the validity and reliability of this proposed method.关键词
图像配准/特征点误匹配/机器学习/分类器Key words
Image Registration/Feature Mismatches/Machine Learning/Classifier分类
信息技术与安全科学引用本文复制引用
黄友文,殷策..一种基于学习的误匹配特征点剔除算法[J].科技广场,2016,(2):5-8,4.基金项目
江西理工大学校级重点课题 ()