福州大学学报(自然科学版)2017,Vol.45Issue(3):336-341,6.DOI:10.7631/issn.1000-2243.2017.03.0336
FastRanDSac——一种高效的误匹配检测算法
FastRanDSac——a fast mismatching elimination algorithm
摘要
Abstract
Mismatching always exists after matching with local features due to the influences of illumi-nation change, rotation, as well as affine transformation. This work focuses on improving the efficiency of mismatching elimination providing more than half of matching-pairs are correct. A fast random double sample consensus algorithm, called FastRanDSac, is proposed to eliminate the mismatching in a very short time. The power of the methods is that it can keep most correct matching-points while re-moves all the mismatching-points, and greatly improves the efficiency against RANSAC.关键词
随机抽样一致算法/误匹配去除/两次随机模型计算/反向投影Key words
Random sample consensus/mismatching elimination/double random calculations/back projection分类
信息技术与安全科学引用本文复制引用
文吉成,吴丽君,陈金伙,林培杰,程树英..FastRanDSac——一种高效的误匹配检测算法[J].福州大学学报(自然科学版),2017,45(3):336-341,6.基金项目
国家自然科学基金资助项目(51508105,61601127) (51508105,61601127)
教育部留学归国人员科研启动经费资助项目(LXKQ201504) (LXKQ201504)
福建省自然科学基金资助项目(2015J05124) (2015J05124)
福建省科技厅高校产学合作资助项目(206H6012) (206H6012)
福建省科技厅工业引导性重点资助项目(2015H0021) (2015H0021)
福建省经信委省级技术创新重点资助项目(830020,83016006) (830020,83016006)
福州大学贵重仪器设备开放测试基金资助项目(2016T042) (2016T042)
福建省教育厅产学研资助项目(JA14038) (JA14038)