Plain objects detection in image based on a contour tracing algorithm in a binary image

Author

Kazlouski, A. ; Sadykhov, R.K.

Author_Institution

Comput. Syst. Dept., Belarusian State Univ. of Inf. & Radioelecrtronics, Minsk, Belarus

fYear

2014

fDate

23-25 June 2014

Firstpage

242

Lastpage

248

Abstract

Objects detection in image is a central problem to many tasks in digital image processing and therefore it has a vast range of applications. An algorithm for plain objects detection in image based on a contour tracing algorithm in a binary image is presented in this paper. The detection of plain object in image relates to the decomposition of a binary image contour into contours and closed contours and is based on the developed by the author algorithms for: an applicant for the vertex detection in a binary image, a closed contour detection in a binary image. The algorithm for an applicant for the vertex detection in a binary image allows performing the decomposition of a binary image contour into contours and closed contours. The problem of the determination of the starting point for contour tracing algorithm in a binary image is considered. The experiments show the robustness and the efficiency of the algorithm.

Keywords

object detection; binary image decomposition; closed contour detection; contour tracing algorithm; digital image processing; plain objects detection; vertex detection; Algorithm design and analysis; Detection algorithms; Digital images; Image edge detection; Image segmentation; MATLAB; Object detection; an arbitrary contour decomposition; boundary; closed contour; the vertex;

fLanguage

English

Publisher

ieee

Conference_Titel

Innovations in Intelligent Systems and Applications (INISTA) Proceedings, 2014 IEEE International Symposium on

Conference_Location

Alberobello

Print_ISBN

978-1-4799-3019-7

Type

conf

DOI

10.1109/INISTA.2014.6873624

Filename

6873624