Volume 9 Number 4 (Apr. 2014)
Home > Archive > 2014 > Volume 9 Number 4 (Apr. 2014) >
JSW 2014 Vol.9(4): 964-969 ISSN: 1796-217X
doi: 10.4304/jsw.9.4.964-969

A Method of Image Registration Based On Best Similarity of Local Geometric Figure

Zetao Jiang1, Le Zhou2, Liwen Zhang2

1Guilin Uniersity of Electronic Technology, Guilin,China Nanchang Hangkong University, Nanchang, China
2Nanchang Hangkong University, Nanchang, China


Abstract—Image Registration is an important part of computer vision. We propose a method of image registration by obtaining best similarity of local geometric figure that utilizes opposite core difference (OCD) of corresponding local figure. This method gets initial matching after describing precisely SIFT points by constructing feature subspaces based on the detection of SIFT feature points. Then we describe the corresponding similarity by OCD of local figure constructed by SIFT points and choose the feature points that possess highest similarity measure as point set to compute projective transformation matrix Topt . Experiments have proved that the precision of the matrix Topt  and the Image matching is at a high level.

Index Terms—SIFT feature subspace, local geometric similarity, projective, OCD

[PDF]

Cite: Zetao Jiang, Le Zhou, Liwen Zhang, "A Method of Image Registration Based On Best Similarity of Local Geometric Figure," Journal of Software vol. 9, no. 4, pp. 964-969, 2014.

General Information

  • ISSN: 1796-217X (Online)

  • Abbreviated Title: J. Softw.

  • Frequency:  Quarterly

  • APC: 500USD

  • DOI: 10.17706/JSW

  • Editor-in-Chief: Prof. Antanas Verikas

  • Executive Editor: Ms. Cecilia Xie

  • Abstracting/ Indexing: DBLP, EBSCO,
           CNKIGoogle Scholar, ProQuest,
           INSPEC(IET), ULRICH's Periodicals
           Directory, WorldCat, etc

  • E-mail: jsweditorialoffice@gmail.com

  • Oct 22, 2024 News!

    Vol 19, No 3 has been published with online version   [Click]

  • Jan 04, 2024 News!

    JSW will adopt Article-by-Article Work Flow

  • Apr 01, 2024 News!

    Vol 14, No 4- Vol 14, No 12 has been indexed by IET-(Inspec)     [Click]

  • Apr 01, 2024 News!

    Papers published in JSW Vol 18, No 1- Vol 18, No 6 have been indexed by DBLP   [Click]

  • Jun 12, 2024 News!

    Vol 19, No 2 has been published with online version   [Click]