Artificial intelligence

Scientific journal

ISSN 2710-1673

ONLINE: ISSN 2710-1681

Select your language


Detection of Object in the Image and Determine its Displacement in Two Different Images

Azarenko D.1
1 Institute of Artificial Intelligence MES Ukraine and NAS Ukraine

Full text (PDF)

UDC: 519.4
Publication Language: Russian
Stuc. intelekt. 2013; 18(3):90-97

Abstract: The article deals with the problem of searching and detecting objects in the image and determine the difference position of the object on two different images. Search powered by Kenny edge detection, and detection Sobel operator. Also, the methods of determining the position of an object in the image.

Keywords: identification, detection, edge detection, Hough transform, optical flow method

References:

  1. Sirota A.A. Solomatins A.I. Algorithms to detect static edges of objects in the image. - Herald of the Voronezh State University, 2008, No 1
  2. Bui T.T.CH., Spitsyn VG Analysis of methods for edge detection in digital images. http://www.tusur.ru/filearchive/reports-magazine/2010-2-2/221.pdf
  3. Degtyarev A., Vezhnevets B. Hough transform. Computer graphics and multimedia. Issue number 1 (2), 2003.
  4. V.A. Soifer. Computer image processing. Part 2. Methods and algorithms. - Soros Educational Journal number 3, 1996.
  5. Glumov N.I., E.V. Myasnikov, V.N. Kopenkov, M.A. Chicheva. Rapid correlation method using ternary template for recognition of objects in images. Computer Optics, Volume 32, No 3, 2008, pp. 277-282
  6. Callan R. Basic concepts of neural networks. - Moscow: Publishing House 'Williams', 2001. S. 288.
  7. Kruglov V.V., Borisov V.V. Artificial Neural Networks: Theory and Practice. - Moscow: Hotline - Telecom, 2001. - S. 382.
  8. Konushin A. Tracking the point singularities of the scene. Computer graphics and multimedia. Issue number 1 (5). 2003.
  9. Rastorgouev AS The implementation of sub-pixel refinement ViFlow search method of optical flow. http://se.math.spbu.ru/SE/YearlyProjects/2010/YearlyProjects/2010/445/Rastorguyev_report.pdf

View full text (PDF)