Volume 8 Number 2 (Feb. 2013)
Home > Archive > 2013 > Volume 8 Number 2 (Feb. 2013) >
JSW 2013 Vol.8(2): 397-403 ISSN: 1796-217X
doi: 10.4304/jsw.8.2.397-403

Three Feature Functions based on Radon Transform for Image Retrieval and Object Recognition

Ziping Ma1, 2, Baosheng Kang1, Bin Xiao3, Jinlin Ma1, 2
1School of Information and Technology, Northwest University, Xi’an, China
2School of Information and Computing Sciences, North University for Nationalities, Yinchuan, China
3School of Physics & Electrical Information Engineering, Ningxia University, Yinchuan, China

Abstract—In this paper we propose a novel approach called three feature functions based on Radon transform directly. The corresponding features are defined as the symmetry of the shape, the width of contour, the fullness of the shape. They reveal the information of visual and the inner structures of shape using characteristics of Radon projective space. Theoretical and experimental results verify that the proposed method has strong capability and robustness in handling a variety of shapes and is invariant to rotation.

Index Terms—Radon transformation, three feature functions of descriptors, Shape analysis, Image retrieval, Object recognition.

[PDF]

Cite: Ziping Ma, Baosheng Kang, Bin Xiao, Jinlin Ma, "Three Feature Functions based on Radon Transform for Image Retrieval and Object Recognition," Journal of Software vol. 8, no. 2, pp. 397-403, 2013.

General Information

ISSN: 1796-217X (Online)
Frequency:  Bimonthly 
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, CNKIGoogle Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
  • Apr 26, 2021 News!

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

  • Nov 18, 2021 News!

    Papers published in JSW Vol 16, No 1- Vol 16, No 6 have been indexed by DBLP   [Click]

  • Dec 24, 2021 News!

     Vol 15, No 1- Vol 15, No 6 has been indexed by IET-(Inspec)   [Click]

  • Nov 18, 2021 News!

    [CFP] 2022 the annual meeting of JSW Editorial Board, ICCSM 2022, will be held in Rome, Italy, July 21-23, 2022   [Click]

  • Jul 26, 2022 News!

     Vol 17, No 5 has been published with online version     [Click]