Image segmentation by clusters method and casual spasmodic structure algorithm: the comparative analysis
B.M. Mironov, Al.N. Malov

Irkutsk Higher Air Force Engineering School (Military Institute)

Full text of article: Russian language.

Abstract:
The comparative analysis results of the segmentation algorithm on the basis of model of system with casual spasmodic structure and cluster algorithm by imitating modelling of images with the correlated and independent elements. It is established, that at image segmentation by algorithms on the basis of system with casual spasmodic structure model image internal areas are processed with much smaller error values in comparison one with consecutive clusterization algorithm.

Key words: algorithm, probability, images, border, clusterization, distribution, smoothing, segmentation, imitation, modeling.

References:

  1. Kasapoglu, N.G. Segmentation end Classification of SAR Data with Co-Occurance Matrix for Texture Features / N.G. Kasapoglu, I. Papila, S. Kent, B. Yazgan // Proc. EUSAR 2002, Cologue, Germany. – 2002. – P. 717-720.
  2. Fang, S. Classification of SAR images Based on Simplified Segmentation / S. Fang, H. Wen, M. Shiyi // Proc. EUSAR 2002, Cologue, Germany. – 2002. – P. 705-708.
  3. Kashkin, V.B. Earth remote sensing from space. Digital image processing / V.B. Kashkin, A.I. Suhinin – Moscow: Logos, 2001. – 264 p. – (in Russian).
  4. Labutina, I.A. Interpretation of aerospace images / I.A. Labutina – Moscow: Aspect Press, 2004. – 184 p. – (in Russian).
  5. Skripnik, O.N. Formation of spreading surface classification map on coherent radar images / O.N. Skripnik, B.V. Legankin, A.N. Malov, B.M. Mironov, S.F. Galiev // Computer optics. – 2006. – Vol. 29. – P. 151-159. – ISSN 0134 – 2452. – (in Russian).
  6. Malov, A.N. Extraction of small-size objects by segmentation algorithms using the model of the system with abruptly changing random structure / A. N. Malov, B.M. Mironov, V.A. Kuznetcov // Computer optics. – 2008. – V. 32. N 1. – P. 89-92. – ISSN 0134 – 2452. – (in Russian).
  7. Mansurov, V.V. Statistic characteristics of radar images after homomorphic transformation / V.V. Mansurov, B.M. Mironov // Radioelectronics. – 1990. – N 1. – P. 85-86. – ISSN 0021-3470. – (in Russian).

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