期刊文献+

一种改进SIFT算法研究

Research on an Improved SIFT Algorithm
下载PDF
导出
摘要 针对SIFT特征配准算法中的特征点检测算法复现率偏低的问题,该文提出了一种具有尺度不变特征变换描述特征的Harris图像配准算法(S-H算法)。主要介绍了算法的主要思想、详细过程,并且通过实验证实了算法配准的精确性、快速性和稳定性,具有较好的配准效果。 According to the characteristics of SIFT registration algorithm of feature point detection algorithm for the problem of low repetition rate,this paper proposes a has the scale invariant feature transform to describe the characteristics of Harris image registration algorithm(S-H algorithm).This paper introduces the main idea of the algorithm,the detailed process,and through the experimental verification of the algorithm is accurate,fast and stable.
出处 《电脑知识与技术(过刊)》 2012年第10X期7088-7090,共3页 Computer Knowledge and Technology
关键词 SIFT算子 HARRIS算子 图像配准 SIFT algorithm Harris algorithm image registration
  • 相关文献

参考文献3

二级参考文献34

  • 1李晓明,郑链,胡占义.基于SIFT特征的遥感影像自动配准[J].遥感学报,2006,10(6):885-892. 被引量:154
  • 2Brown L G.A survey of image registration techniques[J].ACM Computing Surveys(S0360-0300),1992,24(4):326-376.
  • 3Zitová B,Flusser J.Image registration methods:A survey[J].Image and Vision Computing(S0262-8856),2003,21(11):977-1000.
  • 4Lowe D G.Distinctive image features from scale-invariant keypoints[J].International Journal of Computer Vision(S0920-5691),2004,60(2):91-110.
  • 5Ke Y,Sukthankar R.PCA-SIFT:A more Distinctive Representation for Local Image Descriptors[C] //Proceedings of Conference on Computer Vision and Pattern Recognition,Washington,USA,June 27-July 2,2004,2:Ⅱ-506-Ⅱ-513.
  • 6Mikolajczyk K,Schmid C.A performance evaluation of local descriptors[J].IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828),2005,27(10):1615-1630.
  • 7Duan C,Meng X,Tu C,et al.How to make local image features more efficient and distinctive[J].IET Computer Vision(S1751-9632),2008,2(3):178-189.
  • 8Li Q L,Wang G Y,Liu J G,et al.Robust scale-invariant feature matching for remote sensing image registration[J].IEEE Geoscience and Remote Sensing Letters(S1545-598X),2009,6(2):287-291.
  • 9Delponte E,Isgro F,Odooe F,et al.SVD-matching using SIFT features[J].Graphical Models(S1524-0703),2006,68(5):415-431.
  • 10Scott G L,Longuet-Higgins H C.An algorithm for associating the features of two images[J].Proceedings of Royal Society London Series B(S0962-8452),1991,244(1309):21-26.

共引文献176

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部