节点文献
基于遗传算法的指纹图匹配算法及应用
Genetic Algorithm Based Fingerprint Matching Algorithm and Its Application in Automated Fingerprint Recognition System
【摘要】 自动指纹识别系统因其在身份确认方面所具有的方便、快速、准确等特点而得到了广泛的研究 .该文利用分层匹配的思想 ,提出了一种根据指纹细节点结构特征进行初匹配的算法 ,并将遗传算法应用于更高层次的点模式匹配问题中 .该方法在自动指纹识别应用中取得了较好的结果
【Abstract】 Automated fingerprint identification system (AFIS) has been studied widely because it’s convenient, quick and exact in personal verification field. In this paper, a fingerprint minutia first matching method is proposed based on the structural features of minutia, and a genetic algorithm is applied to the further point matching phase. This method has given good results in automated fingerprint identification system (AFIS).
【基金】 国家自然科学基金!(No.69875019)资助
- 【文献出处】 软件学报 ,JOURNAL OF SOFTWARE , 编辑部邮箱 ,2000年04期
- 【分类号】TP391.4
- 【被引频次】174
- 【下载频次】1339