Volume 5 Number 1 (Jan. 2015)
Home > Archive > 2015 > Volume 5 Number 1 (Jan. 2015) >
IJAPM 2015 Vol.5(1): 67-75 ISSN: 2010-362X
doi: 10.17706/ijapm.2015.5.1.67-75

Design of Binary Robust Independent Elementary Features through Compressive Sensing View

Jinhong Zhang, Xueqing Liu, Xiangwei Liu

Abstract—Binary Robust Independent Elementary Feature (BRIEF) is designed to be a very simple and efficient feature point descriptor for image. In this paper, compressive sensing theory is used in proposing the reason why it works and guiding the parameter determination of BRIEF. It is proved in this paper BRIEF is the Binarization of Compressive Sensing Sampling. Also, with theoretical basis for BRIEF, there is guidance for us to design new descriptors.

Index Terms—Compressive sensing, binary robust independent elementary feature (BRIEF), descriptor.

Jinhong Zhang and Xiangwei Liu are with Bo Hai Shipbuilding Vocational College, Huludao, Liaoning, China (email: lxqlxq21@gmail.com).
Xueqing Liu is with School of Electronic Information and Electrical Engineering, Shanghai Jiaotong University, Shanghai, China.

Cite: Jinhong Zhang, Xueqing Liu, Xiangwei Liu, "Design of Binary Robust Independent Elementary Features through Compressive Sensing View," International Journal of Applied Physics and Mathematics vol. 5, no. 1, pp. 67-75, 2015.

General Information

ISSN: 2010-362X (Online)
Abbreviated Title: Int. J. Appl. Phys. Math.
Frequency: Quarterly
APC: 500USD
DOI: 10.17706/IJAPM
Editor-in-Chief: Prof. Haydar Akca 
Abstracting/ Indexing: INSPEC(IET), CNKI, Google Scholar, EBSCO, Chemical Abstracts Services (CAS), etc.
E-mail: ijapm@iap.org

  • Sep 20, 2024 News!

    IJAPM Vol 14, No 3 has been published online!   [Click]

  • Jun 26, 2024 News!

    IJAPM Vol 14, No 2 has been published online   [Click]

  • Mar 27, 2024 News!

    IJAPM Vol 14, No 1 has been published online   [Click]

  • Jan 02, 2024 News!

    IJAPM will adopt Article-by-Article Work Flow For the Quarterly journal, each issue will be released at the end of the issue month

  • Jan 02, 2024 News!

    The papers published in Vol 13, No 4 has received dois from Crossref

  • Read more>>